Tuesday, November 18, 2025

Indian food plate ProJR with an introductory UDLCO CRH: Conversational learning on giving up sugar and maida

Summary:


PaJR is a "collective accountability partnership platform" that encourages team based support for individuals looking for accountability partners in their journey to a better health by optimizing their energy inputs and outputs. The possibly marketing phrase "accountability partnership platform" phrase was born out of a group conversation below that has been archived to cite and salute the group members who provided this idea for the rephrasing of PaJR.



Copyright with: crunchy munchy delicious review: https://www.atmasvasth.com/food11/


Key Words

- *No Sugar Challenge*: A 40-day challenge to avoid added sugars.

- *Conversational Learning*: Learning through discussions about giving up sugar and maida.

- *Indian Food Plate*: Mentioned in context with ProJR and discussions on ideal diets.

- *Habits and Identity*: Reference to James Clear's concept of identity-based habits.

- *Diet Comparisons*: Discussions on ideal diets versus typical diets in India.

Thematic Analysis

- *Health and Diet*: Focus on reducing or eliminating sugar and unhealthy foods like maida from diets for better health.

- *Habit Formation*: Emphasis on making working out a lifestyle and forming sustainable habits.

- *Accountability and Support*: Participants encourage each other and share experiences in the no sugar challenge.

- *Cultural and Dietary Context*: References to typical diets in India, ideal food plates, and comparisons of dietary habits.

Conversational learning Transcripts: 

[14/10, 16:36]hu11: Anyone who would like to join me 1:1 for accountability for dieting. I intend to send pictures of what I eat everyday, share insights on how we can improve


[14/10, 16:47]hu3: Let me check tonight with the larger group and create sub groups if thats what the community would like!


[14/10, 20:23]hu12: I'm a nutritionist, can help you in your diet accountability.


[14/10, 23:38]hu11: I’m already following a nutritionist’s diet. However, I need a friend who can scold me too. My current nutritionist is just sending me diet charts. Though they are very effective, I need the extra push ♥️


[14/10, 23:40]hu11: I feel scolding in limits is crucial. Without raising your voice, the child should be able to listen to you. 
I have seen extreme examples of spoilt kids who were never scolded.

[15/10, 05:50]hu12: For clarification: I wasn't offering to write a new diet plan, my specialty is actually scolding (a necessary skill from years of teaching!). So if you need an accountability partner to deliver a firm but loving 'Put that cookie down!' or a 'Did you really skip the gym again? via text, I am absolutely your person.


[15/10, 09:18]hu11: That absolutely sounds like a plan

[15/10, 09:19]hu11: DMing you

[10/11, 09:39]hu1: Beautifully written

[10/11, 09:42]hu1: Faced the same today. Returned to x from y yesterday night and just didn't want to head to th gym in the morning looking at the pollution and that cold beginning of winter breeze.Was also missing a good poori aloo prayagraj breakfast.  It was all about getting out of bed and starting to stretch. Ended up making a nice healthy cholle spinach wrap for breakfast with chai post a 2 hour workout session. My 1st trainer ever had told me make working out your lifestyle not your task and you will not even realise when it becomes a habit.


[10/11, 09:43]hu3: James Clear talks about this too - Identity based habits - much more sustainable than 'tasks'

[10/11, 09:45]hu1: On that note i am starting a 40 day no sugar adventure. Anyone want to join. Rules are simple(ish) - no added sugar, no jaggery, no honey, no sauces, no ketchup, no bread/pasta or any dough that has sugar. Fruits or any natural food that has sugar is fine. No sugar free stuff either.  40 would be my longest and with the winters setting in I would love someone to hold me account ( iam a sucker for chikki) and be there for others too if needed.

[10/11, 09:51]hu4: All the best. My husband did a 75 hard challenge, and one of the things was no sugar. It's a tough one especially if you have a sweet tooth.

[10/11, 09:58]hu3: Bowing out of this one - I'll break it on DAY 0!

[10/11, 09:58]hu3: But I hope there are some takers braver than me on this group..

[10/11, 09:59]hu5: I have been doing this for the last few years ...though I eat some dessert now .. first year I was very strict

[10/11, 09:59]hu6: 75 days.. my my. Hats off to your husband. Mad respect. If i can pull off 40 then will reward myself on Christmas and then take it to 50 the next time.


[10/11, 10:01]hu7: I’m on a clean eating schedule that has no fruits either. Only berries


[10/11, 10:01]hu8: I’m in with you

[10/11, 10:03]hu1: Let's gooooo


[10/11, 10:04]hu3: Do keep us posted..we will cheer u on amd hopefully drum up the motivation ourselves


[10/11, 10:05]hu1: From tom cos today the quota is over


[10/11, 10:05]hu8: Yes please. I get cranky day 3-5. 28 was sustainable hoping it can go to 40.


[10/11, 10:06]hu1: Done. Let's goooo


[10/11, 10:25]hu9: Let's go indeed! I've been doing this for a few months except for a break around Diwali ЁЯЩК. Some day in the future i wll manage to navigate diwali and christmas with no sugar


[10/11, 12:35]hu10: More power to you.. for me one of cup of tea in the evening with a teaspoon of sugar is definitely gratifying and most other times I make do with a date or a fig or some raisins, or fruit..  but overcoming sugar, gluten and dairy are big!!

Hu2: Gave up 20 years. Currently a cranky middle aged person but not sure if it's due to lack of sugar.

Hu3: umpossible

Hu2: Never felt i was missing anything. Felt like the most natural thing to do as it's what we anyways advise our PaJR patients daily. Sugar and maida are poisons and have no place in our daily diet. Why would anyone take poison. Diabetic diet is nothing but a normal diet as here:  https://nutritionsource.hsph.harvard.edu/healthy-eating-plate/ and the problem is most normal people don't take a normal diet


Hu5: check out the comparisons of what is ideal and what urban and rural India eats 

Scientific dry review fibre:


Better crunchy munchy delicious review: https://www.atmasvasth.com/food11/


With publicly downloadable PDF from NIN Hyderabad 


Hu2: It's worse. We deal with food plates everyday and here's a collage with text around how we not only deal with energy Inputs monitoring in the form of food plates but energy outputs as well in the form of hourly activities monitoring: https://userdrivenhealthcare.blogspot.com/2024/02/pajr-daily-activities-sharing-guide-in.html?m=1


Summary

The conversation revolves around a group of individuals supporting each other in their health and wellness journeys, particularly focusing on diet and exercise. One member starts a 40-day no-sugar challenge, and others join in, sharing their experiences and tips. The discussion also touches on identity-based habits, accountability, and the importance of a balanced diet.

Key Words

- *No Sugar Challenge*: A 40-day challenge to eliminate added sugars from the diet.

- *Conversational Learning*: Learning through discussions and sharing experiences.

- *Healthy Eating*: Focus on whole, nutrient-dense foods, and avoiding processed and high-sugar foods.

- *Accountability Partner*: Having someone to report to and stay motivated.

Thematic Analysis

- *Health and Wellness*: The conversation emphasizes the importance of prioritizing health and wellness, and making sustainable lifestyle changes.

- *Community Support*: The group provides a supportive environment, encouraging and motivating each other to reach their goals.

- *Self-Discipline*: Members discuss strategies for developing self-discipline and overcoming cravings for unhealthy foods.

- *Mindful Eating*: The conversation promotes mindful eating, focusing on whole foods, and being aware of sugar intake.

Saturday, November 8, 2025

Hindi PaJR consent form DPDP compliant

 рд╕ूрдЪिрдд рд░ोрдЧी рд╕рд╣рдорддि рдФрд░ рдк्рд░ाрдзिрдХрд░рдг рдлॉрд░्рдо


рдбी-рдЖрдИрдбेंрдЯिрдлाрдЗрдб рдХेрд╕ рд░िрдкोрд░्рдЯ рд╕ाрдЭाрдХрд░рдг рдХे рд▓िрдП (рдИ-рд▓ॉрдЧ / рдСрдирд▓ाрдЗрди рдк्рд░рдХाрд╢рди)

1. рд╕ाрдЭाрдХрд░рдг рдХा рдЙрдж्рджेрд╢्рдп

▢ рдоैं рд╕рдордЭрддा рд╣ूं рдХि рд╕्рд╡ाрд╕्рде्рдп рдкेрд╢ेрд╡рд░ рдоेрд░े рдЕрдиाрдоीрдХृрдд рдХ्рд▓िрдиिрдХрд▓ рд╡िрд╡рд░рдг рд╕ाрдЭा рдХрд░ рд╕рдХрддे рд╣ैं, рдЬिрд╕рдоें рдк्рд░ाрд╕ंрдЧिрдХ рдЗрддिрд╣ाрд╕, рдЬांрдЪ рдиिрд╖्рдХрд░्рд╖, рд░ेрдбिрдпोрд▓ॉрдЬी рдпा рдк्рд░рдпोрдЧрд╢ाрд▓ा рдЫрд╡िрдпां, рдФрд░ рдЙрдкрдЪाрд░ рд╡िрд╡рд░рдг рд╢ाрдоिрд▓ рд╣ैं, рд╢िрдХ्рд╖ा, рдЪрд░्рдЪा рдФрд░ рдкेрд╢ेрд╡рд░ рд╕рд╣рдпोрдЧ рдХे рдЙрдж्рджेрд╢्рдп рд╕े।

2. рдЬाрдирдХाрд░ी рдХी рдк्рд░рдХृрддि рдФрд░ рдЕрдиाрдоिрдХीрдХрд░рдг

▢ рдоेрд░ी рдкрд╣рдЪाрди рдпोрдЧ्рдп рд╡्рдпрдХ्рддिрдЧрдд рдЬाрдирдХाрд░ी (рдЬैрд╕े рдиाрдо, рд╕ंрдкрд░्рдХ рд╡िрд╡рд░рдг, рдкрддा, рдкрд╣рдЪाрди рд╕ंрдЦ्рдпा, рдпा рдЪेрд╣рд░े рдХी рдкрд╣рдЪाрди рдпोрдЧ्рдп рдЫрд╡िрдпां) рд╕ाрдЭा рдирд╣ीं рдХी рдЬाрдПрдЧी। рдХेрд╡рд▓ рдЙрд▓्рд▓िрдЦिрдд рдЙрдж्рджेрд╢्рдп рдХे рд▓िрдП рдЖрд╡рд╢्рдпрдХ рдбी-рдЖрдИрдбेंрдЯिрдлाрдЗрдб рдпा рдЕрдиाрдоीрдХृрдд рдбेрдЯा рд╣ी рд╕ाрдЭा рдХिрдпा рдЬाрдПрдЧा। рдоेрд░े рдбेрдЯा рдХो рд╕ंрднाрд▓рдиे рд╡ाрд▓े рд╕्рд╡ाрд╕्рде्рдп рдкेрд╢ेрд╡рд░ рдбिрдЬिрдЯрд▓ рдкрд░्рд╕рдирд▓ рдбेрдЯा рдк्рд░ोрдЯेрдХ्рд╢рди рдПрдХ्рдЯ, 2023, рдФрд░ рд╕ंрдмंрдзिрдд рдЪिрдХिрдд्рд╕ा рдиैрддिрдХрддा рддрдеा рдЧोрдкрдиीрдпрддा рдоाрдирдХों рдХा рдкाрд▓рди рдХрд░ेंрдЧे।

3. рдкुрдиः-рдкрд╣рдЪाрди рдХा рдЬोрдЦिрдо

▢ рдоैं рд╕рдордЭрддा рд╣ूं рдХि рдкूрд░्рдг рдЕрдиाрдоिрддा рдХो рдкूрд░्рдг рд░ूрдк рд╕े рдЧाрд░ंрдЯी рдирд╣ीं рджी рдЬा рд╕рдХрддी рдФрд░ рдХेрд╕ рд╕े рдкрд░िрдЪिрдд рдХिрд╕ी рд╡्рдпрдХ्рддि рдж्рд╡ाрд░ा рдоुрдЭे рдпा рдоेрд░े рд░िрд╢्рддेрджाрд░ рдХो рдкрд╣рдЪाрдиे рдЬाрдиे рдХी рдЫोрдЯी рд╕ंрднाрд╡рдиा рдмрдиी рд░рд╣рддी рд╣ै।

4. рдк्рд░рдХाрд╢рди рдХा рджाрдпрд░ा рдФрд░ рдоाрдз्рдпрдо 

рдоैं рд╕рдордЭрддा рд╣ूं рдХि рдоेрд░ी рдбी-рдЖрдИрдбेंрдЯिрдлाрдЗрдб рдХेрд╕ рд░िрдкोрд░्рдЯ рдХो рддुрд░ंрдд рд╕ाрдЭा рдпा рдк्рд░рдХाрд╢िрдд рдХिрдпा рдЬा рд╕рдХрддा рд╣ै:

▢ рдСрдирд▓ाрдЗрди рд╢ैрдХ्рд╖рдгिрдХ рдпा рдкेрд╢ेрд╡рд░ рдЪрд░्рдЪा рд╕рдоूрд╣ों рдоें (рдЙрджाрд╣рд░рдг: рд╡्рд╣ाрдЯ्рд╕рдПрдк, рдлेрд╕рдмुрдХ, рдм्рд▓ॉрдЧ, рдлोрд░рдо)

▢ рдоुрдж्рд░िрдд рдпा рдСрдирд▓ाрдЗрди рдЪिрдХिрдд्рд╕ा рдкрдд्рд░िрдХाрдУं, рд╢ैрдХ्рд╖рдгिрдХ рд╡ेрдмрд╕ाрдЗрдЯों, рдпा рд╕ंрд╕्рдеाрдЧрдд рд░िрдкॉрдЬिрдЯрд░ी рдоें рдФрд░ рдЬрдм рднी рд╡े рдкрдд्рд░िрдХाрдУं рдоें рдк्рд░рдХाрд╢िрдд рд╣ों, рдоुрдЭे рд╕ूрдЪिрдд рдХिрдпा рдЬाрдПрдЧा।

▢ рдЕрди्рдп рд╢ैрдХ्рд╖рдгिрдХ рдпा рдЕрдиुрд╕ंрдзाрди рдк्рд▓ेрдЯрдлॉрд░्рдоों рдоें, рд▓ाрдЧू рдбेрдЯा рдк्рд░ोрдЯेрдХ्рд╢рди рдФрд░ рдкेрд╢ेрд╡рд░ рдоाрдирдХों рдХे рдЕрдиुрдкाрд▓рди рдХे рдЕрдзीрди।

5. рдбेрдЯा рдк्рд░िंрд╕िрдкрд▓ рдХे рдЕрдзिрдХाрд░ (рдбीрдкीрдбीрдкी рдПрдХ्рдЯ, 2023 рдХे рдЕрдиुрд╕ाрд░)

рдоुрдЭे рд╕ूрдЪिрдд рдХिрдпा рдЧрдпा рд╣ै рдХि:

▢ рдк्рд░рдХाрд╢рди рд╕े рдкрд╣рд▓े рдХिрд╕ी рднी рд╕рдордп рдЗрд╕ рд╕рд╣рдорддि рдХो рд╡ाрдкрд╕ рд▓ेрдиे рдХा рдЕрдзिрдХाрд░ рдоुрдЭे рд╣ै, рд╕рд╣рдорддि рд▓ेрдиे рд╡ाрд▓े рдХो рд▓िрдЦिрдд рдпा рдЗрд▓ेрдХ्рдЯ्рд░ॉрдиिрдХ рд░ूрдк рд╕े рд╕ंрдкрд░्рдХ рдХрд░рдХे।

▢ рдпрджि рдХोрдИ рд╡्рдпрдХ्рддिрдЧрдд рдкрд╣рдЪाрдирдХрд░्рддा рдЕрдирдЬाрдиे рдоें рд╢ाрдоिрд▓ рд╣ो рдЬाрдП, рддो рдоेрд░े рд╡्рдпрдХ्рддिрдЧрдд рдбेрдЯा рддрдХ рдкрд╣ुंрдЪрдиे, рд╕ुрдзाрд░рдиे рдпा рдЖрдЧे рд╕ाрдЭाрдХрд░рдг рдХो рдк्рд░рддिрдмंрдзिрдд рдХрд░рдиे рдХा рдЕрдзिрдХाрд░ рдоुрдЭे рд╣ै।

▢ рдоेрд░ी рдЬाрдирдХाрд░ी рдХे рдЙрдкрдпोрдЧ рд╕े рд╕ंрдмंрдзिрдд рдХिрд╕ी рднी рдЪिंрддा рдпा рд╢िрдХाрдпрдд рдХे рд▓िрдП рд╕ंрд╕्рдеाрди рдХे рдиाрдоिрдд рдбेрдЯा рдк्рд░ोрдЯेрдХ्рд╢рди рдЕрдзिрдХाрд░ी / рд╢िрдХाрдпрдд рдЕрдзिрдХाрд░ी рд╕े рд╕ंрдкрд░्рдХ рдХрд░ рд╕рдХрддा рд╣ूं।

6. рдЙрдкрдЪाрд░ рдХрд░рдиे рд╡ाрд▓े рдЪिрдХिрдд्рд╕рдХ рдХी рднूрдоिрдХा

▢ рдоैं рд╕рдордЭрддा рд╣ूं рдХि рдИ-рд▓ॉрдЧ рдпा рдСрдирд▓ाрдЗрди рдЪрд░्рдЪा рдХेрд╡рд▓ рд╢ैрдХ्рд╖рдгिрдХ рдФрд░ рд╕рд╣рдпोрдЧी рдЙрдж्рджेрд╢्рдпों рдХे рд▓िрдП рд╣ै рдФрд░ рдоेрд░े рдк्рд░ाрдердоिрдХ рдЪिрдХिрдд्рд╕рдХ рдж्рд╡ाрд░ा рджिрдП рдЧрдП рдЪिрдХिрдд्рд╕ा рд╕рд▓ाрд╣ рдпा рдЙрдкрдЪाрд░ рдХा рд╕्рдеाрди рдирд╣ीं рд▓ेрддी, рдЬो рдоेрд░ी рдХ्рд▓िрдиिрдХрд▓ рджेрдЦрднाрд▓ рдФрд░ рдиिрд░्рдгрдпों рдХे рд▓िрдП рдЬिрдо्рдоेрджाрд░ рд░рд╣рддे рд╣ैं। 

рдоैं рд╕рдордЭрддा рд╣ूं рдХि рдоेрд░ा рдбेрдЯा рдПрдХ рдЯीрдо-рдЖрдзाрд░िрдд рд▓рд░्рдиिंрдЧ рдк्рд▓ेрдЯрдлॉрд░्рдо рдпाрдиी PaJR.in рдХे рдоाрдз्рдпрдо рд╕े рдСрдирд▓ाрдЗрди рдЪрд░्рдЪा рдХिрдпा рдЬाрдПрдЧा рдЬрд╣ां рдХрдИ рдСрдирд▓ाрдЗрди рдЙрдкрдпोрдЧрдХрд░्рддा рдоेрд░ी рд╕्рд╡ाрд╕्рде्рдп рд╕рдорд╕्рдпाрдУं рдХे рд╕рдоाрдзाрди рдЦोрдЬрдиे рдХे рд▓िрдП рд╕рд╣рдпोрдЧ рдХрд░ेंрдЧे рдФрд░ рдЯीрдо рдЕрддीрдд рд╕े рдоेрд░े рдЬैрд╕े рд╕рдоाрди рдоेрд▓ рдЦाрдиे рд╡ाрд▓े рд░ोрдЧिрдпों рдХो рдЦोрдЬेрдЧी рдЬो рд▓ाрднाрди्рд╡िрдд рд╣ुрдП рд╣ैं, рд╕ाрде рд╣ी рднрд╡िрд╖्рдп рдоें рд╕рдоाрди рд░ोрдЧिрдпों рдХे рд▓िрдП рдоेрд░े рдбेрдЯा рдХा рдЙрдкрдпोрдЧ рдХрд░ рд▓ाрдн рдкрд╣ुंрдЪा рд╕рдХрддी рд╣ै।

7. рднाрд╖ा рдФрд░ рд╕рдордЭ

▢ рдЗрд╕ рд╕рд╣рдорддि рдХा рдЙрдж्рджेрд╢्рдп рдФрд░ рдиिрд╣िрддाрд░्рде рдоेрд░ी рд╕рдордЭрдиे рд╡ाрд▓ी рднाрд╖ा рдоें рдоेрд░े рдкाрд╕ рд╕рдордЭाрдпा рдЧрдпा рд╣ै। рдоुрдЭे рдк्рд░рд╢्рди рдкूрдЫрдиे рдХा рдЕрд╡рд╕рд░ рджिрдпा рдЧрдпा рд╣ै, рдФрд░ рдоेрд░े рд╕рднी рдк्рд░рд╢्рдиों рдХा рд╕ंрддोрд╖рдЬрдирдХ рдЙрдд्рддрд░ рджिрдпा рдЧрдпा рд╣ै।

рд░ोрдЧी / рдЕрднिрднाрд╡рдХ / рд░िрд╢्рддेрджाрд░ рдХा рдиाрдо: ___________________________  
рд╣рд╕्рддाрдХ्рд╖рд░: ___________________________  
рддिрдеि: ___________________________  
рд░ोрдЧी рд╕े рд╕ंрдмंрдз (рдпрджि рд▓ाрдЧू рд╣ो): ___________________________

рд╕рд╣рдорддि рд▓ेрдиे рд╡ाрд▓े рдХा рдиाрдо рдПрд╡ं рдкрджрдиाрдо: ___________________________  
рд╣рд╕्рддाрдХ्рд╖рд░: ___________________________  
рддिрдеि: ___________________________

рдЕрдиाрдоीрдХृрдд рдкрд╣рдЪाрдирдХрд░्рддा (рдпрджि рд▓ाрдЧू рд╣ो): ___________________________  
рд╕ंрд╕्рдеाрди / рдкрддा: ___________________________  
рдоोрдмाрдЗрд▓ рдиंрдмрд░: ___________________________

рд╢िрдХाрдпрдд / рдбेрдЯा рдк्рд░ोрдЯेрдХ्рд╢рди рд╕ंрдкрд░्рдХ: 

рдбॉ. рдЖрджिрдд्рдп рд╕рдоिрддिрдирдЬрдп, PaJR CEO, aditya.samitinjay@nhs.netadityasam93@gmail.com

рдбॉ. рд╕рдЧ्рдиिрдХा рджाрд╕,  
рд╡рдХीрд▓ рдФрд░ рд░ोрдЧी рдЕрдзिрд╡рдХ्рддा, PaJR рд╡ॉрд▓ंрдЯिрдпрд░, sagnika.mtb10@gmail.com

рдк्рд░ोрдлेрд╕рд░ рд░ाрдХेрд╢ рдмिрд╕्рд╡ाрд╕, PaJR рд╡ॉрд▓ंрдЯिрдпрд░, rakesh7biswas@gmail.com

рдк्рд░ोрдлेрд╕рд░ рдоाрд░ुрддि рд╢рд░्рдоा, рдкрдм्рд▓िрдХ рд╣ेрд▓्рде рд╕्рдкेрд╢рд▓िрд╕्рдЯ, WA: +91 70138 31179

PaJR рдХे рдмाрд░े рдоें рдЕрдзिрдХ: https://pajr.in/






PaJR Bengali consent form DPDP compliant

ржЕржиুржоোржжিржд рж░োржЧী рж╕ржо্ржорждি ржПржмং ржЕржиুржоোржжржи ржлрж░্ржо

ржбি-ржЖржЗржбেржи্ржЯিржлাржЗржб ржХেрж╕ рж░িржкোрж░্ржЯ рж╢েржп়াрж░িংржп়েрж░ ржЬржи্ржп (ржЗ-рж▓ржЧ / ржЕржирж▓াржЗржи ржк্рж░ржХাрж╢ржиা)

1. рж╢েржп়াрж░িংржп়েрж░ ржЙржж্ржжেрж╢্ржп

▢ ржЖржоি ржмুржЭрждে ржкাрж░ржЫি ржпে рж╕্ржмাрж╕্рже্ржпрж╕েржмা ржкেрж╢াржжাрж░рж░া ржЖржоাрж░ ржЕ্ржпাржиোржиিржоাржЗржЬржб ржХ্рж▓িржиিржХাрж▓ ржмিржмрж░ржг, ржк্рж░াрж╕ржЩ্ржЧিржХ ржЗрждিрж╣াрж╕, ржкрж░ীржХ্рж╖াрж░ ржлрж▓াржлрж▓, рж░েржбিржУрж▓ржЬি ржмা рж▓্ржпাржмрж░েржЯрж░ি ржЫржмি ржПржмং ржЪিржХিржд্рж╕াрж░ ржмিржмрж░ржг рж╕рж╣ рж╢েржп়াрж░ ржХрж░рждে ржкাрж░েржи, рж╢িржХ্рж╖া, ржЖрж▓োржЪржиা ржПржмং ржкেрж╢াржжাрж░ рж╕рж╣ржпোржЧিрждাрж░ ржЙржж্ржжেрж╢্ржпে।

2. рждрже্ржпেрж░ ржк্рж░ржХৃрждি ржПржмং ржЕ্ржпাржиোржиিржоাржЗржЬেрж╢ржи

▢ ржЖржоাрж░ ржкрж░িржЪржп়ржпোржЧ্ржп ржм্ржпржХ্рждিржЧржд рждрже্ржп (ржпেржоржи ржиাржо, ржпোржЧাржпোржЧেрж░ ржмিржмрж░ржг, ржаিржХাржиা, ржкрж░িржЪржп় ржиржо্ржмрж░ ржмা ржоুржЦেрж░ ржЫржмি ржпা ржЪেржиা ржпাржп়) рж╢েржп়াрж░ ржХрж░া рж╣ржмে ржиা। ржЙрж▓্рж▓িржЦিржд ржЙржж্ржжেрж╢্ржпেрж░ ржЬржи্ржп ржк্рж░ржп়োржЬржиীржп় ржбি-ржЖржЗржбেржи্ржЯিржлাржЗржб ржмা ржЕ্ржпাржиোржиিржоাржЗржЬржб ржбেржЯা ржоাржд্рж░ рж╢েржп়াрж░ ржХрж░া рж╣ржмে। ржЖржоাрж░ ржбেржЯা ржкрж░িржЪাрж▓ржиাржХাрж░ী рж╕্ржмাрж╕্рже্ржп ржкেрж╢াржжাрж░рж░া ржбিржЬিржЯাрж▓ ржкাрж░্рж╕োржиাрж▓ ржбেржЯা ржк্рж░ржЯেржХрж╢ржи ржЕ্ржпাржХ্ржЯ, рзирзжрзирзй ржПржмং ржк্рж░াрж╕ржЩ্ржЧিржХ ржЪিржХিржд্рж╕া ржиীрждি ржПржмং ржЧোржкржиীржп়рждা ржоাржиржжржг্ржб ржоেржиে ржЪрж▓ржмেржи।

3. ржкুржирж░াржп় ржкрж░িржЪржп়েрж░ ржЭুঁржХি

▢ ржЖржоি ржмুржЭрждে ржкাрж░ржЫি ржпে рж╕ржо্ржкূрж░্ржг ржЕ্ржпাржиোржиিржоিржЯি рж╕ржо্ржкূрж░্ржгржнাржмে ржиিрж╢্ржЪিржд ржХрж░া ржпাржп় ржиা ржПржмং ржХেрж╕ржЯিрж░ рж╕াржеে ржкрж░িржЪিржд ржХাрж░ো ржж্ржмাрж░া ржЖржоি ржмা ржЖржоাрж░ ржЖржд্ржоীржп়ржХে ржЪেржиা ржпাржУржп়াрж░ ржЫোржЯ рж╕ржо্ржнাржмржиা рж░ржп়েржЫে।

4. ржк্рж░ржХাрж╢ржиাрж░ ржкрж░িржзি ржПржмং ржоাржз্ржпржо 

ржЖржоি ржмুржЭрждে ржкাрж░ржЫি ржпে ржЖржоাрж░ ржбি-ржЖржЗржбেржи্ржЯিржлাржЗржб ржХেрж╕ рж░িржкোрж░্ржЯ ржЕржмিрж▓ржо্ржмে рж╢েржп়াрж░ ржмা ржк্рж░ржХাрж╢ ржХрж░া ржпেрждে ржкাрж░ে:

▢ ржЕржирж▓াржЗржи ржЕ্ржпাржХাржбেржоিржХ ржмা ржкেрж╢াржжাрж░ ржЖрж▓োржЪржиা ржЧ্рж░ুржк (ржпেржоржи: рж╣োржп়াржЯрж╕ржЕ্ржпাржк, ржлেрж╕ржмুржХ, ржм্рж▓ржЧ, ржлোрж░াржо)

▢ ржк্рж░িржи্ржЯেржб ржмা ржЕржирж▓াржЗржи ржЪিржХিржд্рж╕া ржЬাрж░্ржиাрж▓, рж╢িржХ্рж╖াржоূрж▓ржХ ржУржп়েржмрж╕াржЗржЯ ржмা ржк্рж░াрждিрж╖্ржаাржиিржХ рж░িржкোржЬিржЯрж░ি ржПржмং ржпржЦржи рждাрж░া ржЬাрж░্ржиাрж▓ে ржк্рж░ржХাрж╢িржд рж╣ржмে рждржЦржи ржЖржоাржХে ржЬাржиাржиো рж╣ржмে।

▢ ржЕржи্ржпাржи্ржп рж╢িржХ্рж╖াржоূрж▓ржХ ржмা ржЧржмেрж╖ржгা ржк্рж▓্ржпাржЯржлрж░্ржо, ржк্рж░ржпোржЬ্ржп ржбেржЯা ржк্рж░ржЯেржХрж╢ржи ржПржмং ржкেрж╢াржжাрж░ ржоাржиржжржг্ржб ржоেржиে ржЪрж▓াрж░ ржЕржзীржирждাржп়।

5. ржбেржЯা ржк্рж░িржи্рж╕িржкাрж▓েрж░ ржЕржзিржХাрж░ (ржбিржкিржбিржкি ржЕ্ржпাржХ্ржЯ, рзирзжрзирзй ржЕржиুрж╕াрж░ে)

ржЖржоাржХে ржЬাржиাржиো рж╣ржп়েржЫে ржпে:

▢ ржк্рж░ржХাрж╢ржиাрж░ ржЖржЧে ржпেржХোржиো рж╕ржоржп় ржЖржоাрж░ ржПржЗ рж╕ржо্ржорждি ржк্рж░ржд্ржпাрж╣াрж░ ржХрж░াрж░ ржЕржзিржХাрж░ ржЖржЫে, рж╕ржо্ржорждি ржЧ্рж░рж╣ржгржХাрж░ীржХে рж▓িржЦিржд ржмা ржЗрж▓েржХржЯ্рж░ржиিржХржнাржмে ржпোржЧাржпোржЧ ржХрж░ে।

▢ ржпржжি ржХোржиো ржм্ржпржХ্рждিржЧржд ржкрж░িржЪржп়ржХাрж░ী ржЕржк্рж░ржд্ржпাрж╢িрждржнাржмে ржЕржи্рждрж░্ржнুржХ্ржд рж╣ржп়, рждাрж╣рж▓ে ржЖржоাрж░ ржм্ржпржХ্рждিржЧржд ржбেржЯাржп় ржЕ্ржпাржХ্рж╕েрж╕, рж╕ংрж╢োржзржи ржмা ржЖрж░ржУ рж╢েржп়াрж░িং рж╕ীржоাржмржж্ржз ржХрж░াрж░ ржЕржзিржХাрж░ ржЖржЫে।

▢ ржЖржоাрж░ рждрже্ржпেрж░ ржм্ржпржмрж╣াрж░ рж╕ржо্ржкрж░্ржХিржд ржХোржиো ржЙржж্ржмেржЧ ржмা ржЕржнিржпোржЧেрж░ ржЬржи্ржп ржк্рж░াрждিрж╖্ржаাржиেрж░ ржиিрж░্ржзাрж░িржд ржбেржЯা ржк্рж░ржЯেржХрж╢ржи ржЕржлিрж╕াрж░ / ржЧ্рж░িржн্ржпাржи্рж╕ ржЕржлিрж╕াрж░েрж░ рж╕াржеে ржпোржЧাржпোржЧ ржХрж░рждে ржкাрж░ি।

6. ржЪিржХিржд্рж╕াржХাрж░ী ржЪিржХিржд্рж╕ржХেрж░ ржнূржоিржХা

▢ ржЖржоি ржмুржЭрждে ржкাрж░ржЫি ржпে ржЗ-рж▓ржЧ ржмা ржЕржирж▓াржЗржи ржЖрж▓োржЪржиা рж╢ুржзুржоাржд্рж░ рж╢িржХ্рж╖াржоূрж▓ржХ ржПржмং рж╕рж╣ржпোржЧিрждাржоূрж▓ржХ ржЙржж্ржжেрж╢্ржпে ржПржмং ржЖржоাрж░ ржк্рж░াржЗржоাрж░ি ржЪিржХিржд্рж╕ржХেрж░ ржЪিржХিржд্рж╕া ржкрж░াржорж░্рж╢ ржмা ржЪিржХিржд্рж╕াрж░ ржкрж░িржмрж░্рждে ржиржп়, ржпিржиি ржЖржоাрж░ ржХ্рж▓িржиিржХাрж▓ ржпржд্ржи ржПржмং рж╕িржж্ржзাржи্рждেрж░ ржЬржи্ржп ржжাржп়ী ржеাржХржмেржи। 

ржЖржоি ржмুржЭрждে ржкাрж░ржЫি ржпে ржЖржоাрж░ ржбেржЯা ржПржХржЯি ржЯিржо-ржнিржд্рждিржХ рж▓াрж░্ржиিং ржк্рж▓্ржпাржЯржлрж░্ржо ржпেржоржи ржкাржЬেржЖрж░.ржЗржи-ржПрж░ ржоাржз্ржпржоে ржЕржирж▓াржЗржиে ржЖрж▓োржЪিржд рж╣ржмে ржпেржЦাржиে ржЕржиেржХ ржЕржирж▓াржЗржи ржм্ржпржмрж╣াрж░ржХাрж░ী ржЖржоাрж░ рж╕্ржмাрж╕্рже্ржп рж╕ржорж╕্ржпাрж░ рж╕ржоাржзাржи ржЦুঁржЬрждে рж╕рж╣ржпোржЧিрждা ржХрж░ржмে ржПржмং ржЯিржо ржЕрждীрждেрж░ ржЕржиুрж░ূржк ржоিрж▓ে ржпাржУржп়া рж░োржЧীржжেрж░ ржЦুঁржЬে ржмেрж░ ржХрж░ржмে ржпাрж░া ржЙржкржХৃржд рж╣ржп়েржЫে ржПржмং ржнржмিрж╖্ржпрждে ржЕржиুрж░ূржк рж░োржЧীржжেрж░ ржЬржи্ржп ржЖржоাрж░ ржбেржЯা ржм্ржпржмрж╣াрж░ ржХрж░ে ржЙржкржХাрж░ ржХрж░рждে ржкাрж░ে।

7. ржнাрж╖া ржПржмং ржмোржЭাржкржб়া

▢ ржПржЗ рж╕ржо্ржорждিрж░ ржЙржж্ржжেрж╢্ржп ржПржмং ржк্рж░ржнাржм ржЖржоাрж░ ржмোржЭাрж░ ржнাрж╖াржп় ржм্ржпাржЦ্ржпা ржХрж░া рж╣ржп়েржЫে। ржЖржоাржХে ржк্рж░рж╢্ржи ржХрж░াрж░ рж╕ুржпোржЧ ржжেржУржп়া рж╣ржп়েржЫে ржПржмং ржЖржоাрж░ рж╕ржм ржк্рж░рж╢্ржиেрж░ рж╕ржи্рждোрж╖ржЬржиржХ ржЙржд্рждрж░ ржжেржУржп়া рж╣ржп়েржЫে।

рж░োржЧী / ржЕржнিржнাржмржХ / ржЖржд্ржоীржп়েрж░ ржиাржо: ___________________________  
рж╕্ржмাржХ্рж╖рж░: ___________________________  
рждাрж░িржЦ: ___________________________  
рж░োржЧীрж░ рж╕াржеে рж╕ржо্ржкрж░্ржХ (ржпржжি ржк্рж░ржпোржЬ্ржп рж╣ржп়): ___________________________

рж╕ржо্ржорждি ржЧ্рж░рж╣ржгржХাрж░ীрж░ ржиাржо ржУ ржкржжржмী: ___________________________  
рж╕্ржмাржХ্рж╖рж░: ___________________________  
рждাрж░িржЦ: ___________________________

ржЕ্ржпাржиোржиিржоাржЗржЬржб ржЖржЗржбেржи্ржЯিржлাржп়াрж░ (ржпржжি ржк্рж░ржпোржЬ্ржп рж╣ржп়): ___________________________  
ржк্рж░াрждিрж╖্ржаাржи / ржаিржХাржиা: ___________________________  
ржоোржмাржЗрж▓ ржиржо্ржмрж░: ___________________________

ржЕржнিржпোржЧ / ржбেржЯা ржк্рж░ржЯেржХрж╢ржи ржпোржЧাржпোржЧ: 

ржб. ржЕржжিржд্ржп рж╕ржоিрждিржиржЬржп়, ржкাржЬেржЖрж░ рж╕িржЗржУ, aditya.samitinjay@nhs.netadityasam93@gmail.com

ржб. рж╕ржЧржиিржХা ржжাрж╕,  
ржЖржЗржиржЬীржмী ржПржмং рж░োржЧী ржЕ্ржпাржбржнোржХেржЯ, ржкাржЬেржЖрж░ ржнрж▓াржи্ржЯিржп়াрж░, sagnika.mtb10@gmail.com

ржк্рж░ржлেрж╕рж░ рж░াржХেрж╢ ржмিрж╢্ржмাрж╕, ржкাржЬেржЖрж░ ржнрж▓াржи্ржЯিржп়াрж░, rakesh7biswas@gmail.com

ржк্рж░ржлেрж╕рж░ ржоাрж░ুржеি рж╢рж░্ржоা, ржкাржмрж▓িржХ рж╣েрж▓рже рж╕্ржкেрж╢াрж▓িрж╕্ржЯ, WA: +91 70138 31179

ржкাржЬেржЖрж░ рж╕ржо্ржкрж░্ржХে ржЖрж░ржУ: https://pajr.in/




Original English version: 


Informed Patient Consent and Authorization Form

For Sharing of De-Identified Case Report (E-Log / Online Publication)

1. Purpose of Sharing

▢ I understand that healthcare professionals may share my anonymized clinical details, including relevant history, examination findings, radiology or laboratory images, and treatment details, for the purpose of education, discussion, and professional collaboration.

2. Nature of Information and Anonymization

▢ My identifiable personal information (such as name, contact details, address, identification numbers, or facially recognizable images) will not be shared. Only de-identified or anonymized data necessary for the stated purpose will be shared. The health professionals handling my data will comply with the Digital Personal Data Protection Act, 2023, and relevant medical ethics and privacy standards.

3. Risk of Re-identification

▢ I understand that complete anonymity cannot be absolutely guaranteed and that there remains a small possibility that I or my relative may be identified by someone familiar with the case.

4. Scope and Medium of Publication 

I understand that my de-identified case report may be immediately shared or published in:

▢ Online academic or professional discussion groups (e.g., WhatsApp, Facebook, blogs, forums)

▢ Printed or online medical journals, educational websites, or institutional repositories and i shall be informed whenever they are published in journals.

▢ Other educational or research platforms, subject to compliance with applicable data protection and professional standards.

5. Rights of the Data Principal (as per DPDP Act, 2023)

I have been informed that:

▢ I have the right to withdraw this consent at any time before publication, by contacting the consent taker in writing or electronically.

▢ I have the right to access, correct, or restrict further sharing of my personal data, if any personal identifiers are inadvertently included.

▢ I can contact the designated Data Protection Officer / Grievance Officer of the institution for any concerns or grievances related to the use of my information.


6. Role of Treating Physician

▢ I understand that the E-log or online discussion is for educational and collaborative purposes only and does not replace medical advice or treatment by my primary physician, who remains responsible for my clinical care and decisions. 

I understand that my data will be discussed online through a team based learning platform aka PaJR.in where many online users will collaborate to find solutions for my health problems and the team will find similar matching patients like me from the past who have benefited as well as utilise my data for similar patients in future who can benefit.


7. Language and Understanding

▢ The purpose and implications of this consent have been explained to me in a language I understand. I have been given an opportunity to ask questions, and all my queries have been satisfactorily answered.

Name of Patient / Guardian / Relative: ___________________________
Signature: ___________________________
Date: ___________________________
Relationship to Patient (if applicable): ___________________________

Name & Designation of Consent Taker: ___________________________
Signature: ___________________________
Date: ___________________________

Anonymized Identifier (if applicable): ___________________________
Institution / Address: ___________________________
Mobile No.: ___________________________

Grievance / Data Protection Contact: 

Dr Aditya Samitinjay, PaJR CEO,  aditya.samitinjay@nhs.netadityasam93@gmail.com

Dr Sagnika Das,
Lawyer and patient advocate, PaJR volunteer, sagnika.mtb10@gmail.com

Professor Rakesh Biswas, PaJR volunteer, rakesh7biswas@gmail.com

Professor Maruthi Sharma, Public health specialist, WA: +91 70138 31179

More about PaJR: https://pajr.in/

PaJR Telugu consent form DPDP compliant

р░бీ-р░Рр░бెంр░Яిр░лైр░б్ р░Хేр░╕్ р░░ిр░кోр░░్р░Я్ р░нాр░Чр░╕్р░╡ాр░о్р░пం р░Хోр░╕ం (р░З-р░▓ాр░Ч్ / р░Жр░и్‌р░▓ైр░и్ р░к్р░░р░Ъుр░░р░г)


1. р░нాр░Чр░╕్р░╡ాр░о్р░п р░к్р░░р░пోр░Ьр░иం

▢ р░╡ైр░ж్р░п р░╕ంр░░р░Х్р░╖р░г р░иిр░кుр░гుр░▓ు р░иా р░Ер░иాр░ор░Х р░╡ైр░ж్р░п р░╡ిр░╡р░░ాр░▓р░иు, р░╕ంр░мంр░зిр░д р░Ър░░ిр░д్р░░, р░кр░░ీр░Х్р░╖ р░лр░▓ిр░дాр░▓ు, р░░ేр░бిр░пాр░▓р░Ьీ р░▓ేр░жా р░к్р░░р░пోр░Чр░╢ాр░▓ р░Ъిр░д్р░░ాр░▓ు р░ор░░ిр░пు р░Ъిр░Хిр░д్р░╕ р░╡ిр░╡р░░ాр░▓р░дో р░Хр░▓ిр░кి, р░╡ిр░ж్р░п, р░Ър░░్р░Ъ р░ор░░ిр░пు р░╡ృр░д్р░дిр░кр░░р░оైр░и р░╕р░╣р░Хాр░░ం р░Хోр░╕ం р░нాр░Чр░╕్р░╡ాр░о్р░пం р░Ъేр░пр░╡р░Ъ్р░Ър░иి р░иేр░иు р░Ер░░్р░еం р░Ъేр░╕ుр░Хుр░и్р░иాр░иు.

2. р░╕р░оాр░Ъాр░░ р░╕్р░╡р░░ూр░кం р░ор░░ిр░пు р░Ер░иాр░ор░Хీр░Хр░░р░г

▢ р░иా р░Чుр░░్р░дింр░кు р░╡్р░пр░Х్р░дిр░Чр░д р░╕р░оాр░Ъాр░░ం (р░кేр░░ు, р░╕ంр░к్р░░р░жింр░кు р░╡ిр░╡р░░ాр░▓ు, р░Ъిр░░ుр░иాр░оా, р░Чుр░░్р░дింр░кు р░╕ంр░Ц్р░пр░▓ు р░▓ేр░жా р░оుр░Цం р░Чుр░░్р░дింр░Ър░Чр░▓ р░Ъిр░д్р░░ాр░▓ు р░╡ంр░Яిр░╡ి) р░нాр░Чр░╕్р░╡ాр░о్р░пం р░Ъేр░пр░мр░бр░жు. р░кేр░░్р░Хొр░и్р░и р░к్р░░р░пోр░Ьр░иం р░Хోр░╕ం р░Ер░╡р░╕р░░р░оైр░и р░бీ-р░Рр░бెంр░Яిр░лైр░б్ р░▓ేр░жా р░Ер░иాр░ор░Хీр░Хр░░ింр░Ъిр░и р░бేр░Яా р░оాр░д్р░░р░оే р░нాр░Чр░╕్р░╡ాр░о్р░пం р░Ъేр░пр░мр░бుр░дుంр░жి. р░иా р░бేр░Яాр░иు р░иిр░░్р░╡р░╣ింр░Ъే р░Жр░░ోр░Ч్р░п р░иిр░кుр░гుр░▓ు р░бిр░Ьిр░Яр░▓్ р░╡్р░пр░Х్р░дిр░Чр░д р░бేр░Яా р░░р░Х్р░╖р░г р░Ър░Я్р░Яం, 2023 р░ор░░ిр░пు р░╕ంр░мంр░зిр░д р░╡ైр░ж్р░п р░иీр░дి р░ор░░ిр░пు р░Чోр░к్р░пр░д р░к్р░░р░оాр░гాр░▓р░Хు р░Ер░иుр░Чుр░гంр░Чా р░╡్р░пр░╡р░╣р░░ిр░╕్р░дాр░░ు.

3. р░ор░│్р░▓ీ р░Чుр░░్р░дింр░кు р░к్р░░р░оాр░жం

▢ р░кూр░░్р░дి р░Ер░иాр░ор░Хр░д్р░╡ం р░кూр░░్р░дిр░Чా р░╣ాр░оీ р░Зр░╡్р░╡р░мр░бр░жр░иి р░ор░░ిр░пు р░Хేр░╕్‌р░дో р░кр░░ిр░Ър░пం р░Йр░и్р░и р░╡ాр░░ిр░Ъే р░иేр░иు р░▓ేр░жా р░иా р░мంр░зుр░╡ు р░Чుр░░్р░дింр░Ър░мр░бే р░Ъిр░и్р░и р░Ер░╡р░Хాр░╢ం р░Йంр░жр░иి р░иేр░иు р░Ер░░్р░еం р░Ъేр░╕ుр░Хుр░и్р░иాр░иు.

4. р░к్р░░р░Ъుр░░р░г р░кр░░ిр░зి р░ор░░ిр░пు р░оాр░з్р░пр░оం 

р░иా р░бీ-р░Рр░бెంр░Яిр░лైр░б్ р░Хేр░╕్ р░░ిр░кోр░░్р░Я్ р░╡ెంр░Яр░иే р░нాр░Чр░╕్р░╡ాр░о్р░пం р░▓ేр░жా р░к్р░░р░Ъుр░░р░г р░Ер░╡р░╡р░Ъ్р░Ър░иి р░иేр░иు р░Ер░░్р░еం р░Ъేр░╕ుр░Хుр░и్р░иాр░иు:

▢ р░Жр░и్‌р░▓ైр░и్ р░Ер░Хр░бр░оిр░Х్ р░▓ేр░жా р░╡ృр░д్р░дిр░кр░░р░оైр░и р░Ър░░్р░Ъా р░Ч్р░░ూр░кుр░▓ు (р░Йр░жా: р░╡ాр░Я్р░╕ాр░к్, р░лేр░╕్‌р░мుр░Х్, р░м్р░▓ాр░Чుр░▓ు, р░лోр░░р░о్‌р░▓ు)

▢ р░оుр░ж్р░░ిр░д р░▓ేр░жా р░Жр░и్‌р░▓ైр░и్ р░╡ైр░ж్р░п р░Ьр░░్р░ир░▓్р░╕్, р░╡ిр░ж్р░пా р░╡ెр░м్‌р░╕ైр░Я్‌р░▓ు, р░▓ేр░жా р░╕ంр░╕్р░еాр░Чр░д р░░ిр░кాр░Ьిр░Яр░░ీр░▓ు р░ор░░ిр░пు р░Ер░╡ి р░Ьр░░్р░ир░▓్р░╕్‌р░▓ో р░к్р░░р░Ъుр░░ింр░Ър░мр░бిр░ир░к్р░кుр░бు р░иాр░Хు р░дెр░▓ిр░пр░Ьేр░пр░мр░бుр░дుంр░жి.

▢ р░╡р░░్р░дింр░Ъే р░бేр░Яా р░░р░Х్р░╖р░г р░ор░░ిр░пు р░╡ృр░д్р░дిр░кр░░р░оైр░и р░к్р░░р░оాр░гాр░▓р░Хు р░Ер░иుр░Чుр░гంр░Чా р░Зр░др░░ р░╡ిр░ж్р░п р░▓ేр░жా р░кр░░ిр░╢ోр░зр░и р░к్р░▓ాр░Я్‌р░лాр░░р░о్‌р░▓ు.

5. р░бేр░Яా р░к్р░░ిр░и్р░╕ిр░кр░▓్ р░╣р░Х్р░Хుр░▓ు (DPDP р░Ър░Я్р░Яం, 2023 р░к్р░░р░Хాр░░ం)

р░иాр░Хు р░дెр░▓ిр░пр░Ьేр░пр░мр░бింр░жి:

▢ р░к్р░░р░Ъుр░░р░гр░Хు р░оుంр░жు р░П р░╕р░ор░пంр░▓ోр░иైр░иా, р░╕р░о్р░ор░дి р░дీр░╕ుр░Хుр░и్р░и р░╡్р░пр░Х్р░дిр░иి р░╡్р░░ాр░др░кూр░░్р░╡р░Хంр░Чా р░▓ేр░жా р░Ор░▓р░Х్р░Я్р░░ాр░иిр░Х్‌р░Чా р░╕ంр░к్р░░р░жింр░Ър░бం р░ж్р░╡ాр░░ా р░И р░╕р░о్р░ор░дిр░иి р░Йр░кр░╕ంр░╣р░░ింр░Ъుр░Хుр░иే р░╣р░Х్р░Хు р░иాр░Хు р░Йంр░жి.

▢ р░Пр░жైр░иా р░╡్р░пр░Х్р░дిр░Чр░д р░Чుр░░్р░дింр░кుр░жాр░░ుр░▓ు р░Ер░иుр░Хోр░Хుంр░бా р░Ъేр░░్р░Ър░мр░бిр░дే, р░иా р░╡్р░пр░Х్р░дిр░Чр░д р░бేр░Яాр░иు р░пాр░Х్р░╕ెр░╕్ р░Ъేр░пр░бం, р░╕р░░ిр░жిр░ж్р░жр░бం р░▓ేр░жా р░ор░░ింр░д р░нాр░Чр░╕్р░╡ాр░о్р░пాр░и్р░иి р░кр░░ిр░оిр░дం р░Ъేр░пр░бం р░╡ంр░Яి р░╣р░Х్р░Хుр░▓ు р░иాр░Хు р░Йр░и్р░иాр░пి.

▢ р░иా р░╕р░оాр░Ъాр░░ం р░Йр░кр░пోр░Чాр░иిр░Хి р░╕ంр░мంр░зింр░Ъిр░и р░Пр░жైр░иా р░Жంр░жోр░│р░ир░▓ు р░▓ేр░жా р░лిр░░్р░пాр░жుр░▓ р░Хోр░╕ం р░╕ంр░╕్р░е р░пొр░Х్р░Х р░иిр░пр░оిр░д р░бేр░Яా р░к్р░░ొр░Яెр░Х్р░╖р░и్ р░Жр░лీр░╕р░░్ / р░Ч్р░░ీр░╡ెр░и్р░╕్ р░Жр░лీр░╕р░░్‌р░иు р░иేр░иు р░╕ంр░к్р░░р░жింр░Ър░╡р░Ъ్р░Ъు.

6. р░Ъిр░Хిр░д్р░╕ р░╡ైр░ж్р░пుр░иి р░кాр░д్р░░

▢ р░И р░З-р░▓ాр░Ч్ р░▓ేр░жా р░Жр░и్‌р░▓ైр░и్ р░Ър░░్р░Ъ р░Хేр░╡р░▓ం р░╡ిр░ж్р░п р░ор░░ిр░пు р░╕р░╣р░Хాр░░ р░к్р░░р░пోр░Ьр░иాр░▓ р░Хోр░╕ం р░оాр░д్р░░р░оే р░Ер░иి р░ор░░ిр░пు р░иా р░к్р░░ాр░ер░оిр░Х р░╡ైр░ж్р░пుр░бి р░╡ైр░ж్р░п р░╕р░▓р░╣ా р░▓ేр░жా р░Ъిр░Хిр░д్р░╕р░иు р░нр░░్р░дీ р░Ъేр░пр░жр░иి р░иేр░иు р░Ер░░్р░еం р░Ъేр░╕ుр░Хుр░и్р░иాр░иు, р░╡ాр░░ు р░иా р░╡ైр░ж్р░п р░╕ంр░░р░Х్р░╖р░г р░ор░░ిр░пు р░иిр░░్р░гр░пాр░▓р░Хు р░мాр░з్р░пр░д р░╡р░╣ిр░╕్р░дాр░░ు. 

р░иా р░бేр░Яా PaJR.in р░Ер░иే р░Яీр░о్ р░мేр░╕్р░б్ р░▓ెр░░్р░иింр░Ч్ р░к్р░▓ాр░Я్‌р░лాр░░р░о్ р░ж్р░╡ాр░░ా р░Жр░и్‌р░▓ైр░и్‌р░▓ో р░Ър░░్р░Ъ р░Ъేр░пр░мр░бుр░дుంр░жр░иి р░иేр░иు р░Ер░░్р░еం р░Ъేр░╕ుр░Хుр░и్р░иాр░иు, р░Зр░Х్р░Хр░б р░Ер░иేр░Х р░Жр░и్‌р░▓ైр░и్ р░пూр░Ьр░░్р░▓ు р░иా р░Жр░░ోр░Ч్р░п р░╕р░ор░╕్р░пр░▓р░Хు р░кр░░ిр░╖్р░Хాр░░ాр░▓ు р░Хр░иుр░Чొр░ир░бాр░иిр░Хి р░╕р░╣р░Хр░░ిр░╕్р░дాр░░ు р░ор░░ిр░пు р░Яీр░о్ р░иా р░▓ాంр░Яి р░╕ాр░░ూр░к్р░п р░о్р░пాр░Ъింр░Ч్ р░░ోр░Чుр░▓р░иు р░Чр░дం р░иుంр░бి р░Хр░иుр░Чొంр░Яుంр░жి р░Ор░╡р░░ు р░к్р░░р░пోр░Ьр░иం р░кొంр░жాр░░ు р░Ер░▓ాр░Чే р░нр░╡ిр░╖్р░пр░д్р░дుр░▓ో р░╕ాр░░ూр░к్р░п р░░ోр░Чుр░▓р░Хు р░иా р░бేр░Яాр░иు р░Йр░кр░пోр░Чింр░Ъి р░к్р░░р░пోр░Ьр░иం р░кొంр░жр░Чр░▓р░╡ాр░░ు.

7. р░нాр░╖ р░ор░░ిр░пు р░Ер░╡р░Чాр░╣р░и

▢ р░И р░╕р░о్р░ор░дి р░пొр░Х్р░Х р░к్р░░р░пోр░Ьр░иం р░ор░░ిр░пు р░кр░░ిр░гాр░оాр░▓ు р░иాр░Хు р░Ер░░్р░ер░ор░п్р░пే р░нాр░╖р░▓ో р░╡ిр░╡р░░ింр░Ър░мр░б్р░бాр░пి. р░к్р░░р░╢్р░ир░▓ు р░Ер░бిр░Чే р░Ер░╡р░Хాр░╢ం р░иాр░Хు р░Зр░╡్р░╡р░мр░бింр░жి р░ор░░ిр░пు р░иా р░Ер░и్р░иి р░к్р░░р░╢్р░ир░▓р░Хు р░╕ంр░дృр░к్р░дిр░Хр░░р░оైр░и р░╕р░оాр░зాр░иాр░▓ు р░Зр░╡్р░╡р░мр░б్р░бాр░пి.

р░░ోр░Чి / р░╕ంр░░р░Х్р░╖р░Хుр░бు / р░мంр░зుр░╡ు р░кేр░░ు: ___________________________
р░╕ంр░др░Хం: ___________________________
р░дేр░жీ: ___________________________
р░░ోр░Чిр░дో р░╕ంр░мంр░зం (р░╡р░░్р░дింр░Ъిр░ир░Я్р░▓р░пిр░дే): ___________________________

р░╕р░о్р░ор░дి р░дీр░╕ుр░Хుр░и్р░и р░╡్р░пр░Х్р░дి р░кేр░░ు р░ор░░ిр░пు р░╣ోр░жా: ___________________________
р░╕ంр░др░Хం: ___________________________
р░дేр░жీ: ___________________________

р░Ер░иాр░ор░Х р░Чుр░░్р░дింр░кుр░жాр░░ి (р░╡р░░్р░дింр░Ъిр░ир░Я్р░▓р░пిр░дే): ___________________________
р░╕ంр░╕్р░е / р░Ъిр░░ుр░иాр░оా: ___________________________
р░оొр░мైр░▓్ р░иంр░мр░░్: ___________________________

р░лిр░░్р░пాр░жు / р░бేр░Яా р░░р░Х్р░╖р░г р░╕ంр░к్р░░р░жింр░кు: 

р░бాр░Х్р░Яр░░్ р░Жр░жిр░д్р░п р░╕р░оిр░дిр░и్р░Ьр░п్, PaJR CEO,  aditya.samitinjay@nhs.netadityasam93@gmail.com

р░бాр░Х్р░Яр░░్ р░╕р░Ч్р░иిр░Хా р░жాр░╕్,
р░▓ాр░пр░░్ р░ор░░ిр░пు р░░ోр░Чి р░Ер░б్р░╡ొр░Хేр░Я్, PaJR р░╡ాр░▓ంр░Яీр░░్, sagnika.mtb10@gmail.com

р░к్р░░ొр░лెр░╕р░░్ р░░ాр░Хేр░╖్ р░мిр░╢్р░╡ాр░╕్, PaJR р░╡ాр░▓ంр░Яీр░░్, rakesh7biswas@gmail.com

р░к్р░░ొр░лెр░╕р░░్ р░оాр░░ుр░дి р░╢р░░్р░оా, р░кр░м్р░▓ిр░Х్ р░╣ెр░▓్р░д్ р░╕్р░кెр░╖р░▓ిр░╕్р░Я్, WA: +91 70138 31179

PaJR р░Чుр░░ింр░Ъి р░ор░░ింр░д: https://pajr.in/]


*De-Identified Case Report Bhaagaswaamyam Kosam (E-log / Online Prachuran)*

1. *Bhaagaswaamya Prayojanam*

▢ Vaidya samrakshana nipunulu naa anaamaka vaidya vivaralu, sambandhita charitra, pariksha phalitaalu, radiology leda prayogashaala chitraalu mariyu chikitsa vivaralato kalipi, vidya, charcha mariyu vruttiparamaina sahakaaram kosam bhaagaswaamyam cheyyavachani nenu ardham chesukunnaanu.

2. *Samaachara Swaroopam mariyu Anaamakeekarana*

▢ Naa gurthimpu vyaktigata samaachaaram (peru, sampradincha vivaralu, chirunama, gurthimpu sankhyalu leda mukham gurthinchagalige chitraalu lantivi) bhaagaswaamyam cheyyabadavu. Perukonna prayojanam kosam avasaramaina de-identified leda anaamakeekarimpa badina data maathrame bhaagaswaamyam cheyyabadutundi. Naa dataanu nirvahinch─У aarogya nipunulu Digital Vyaktigata Data Rakshana Chattam, 2023 mariyu sambandhita vaidya neeti mariyu gopyata pramaanaalaku anugunanga vyavaharisthaaru.

3. *Malli Gurthimpu Pramaadam*

▢ Poorthi anaamakatvam poorthiga haami ivvabadadani mariyu case-to parichayam unna vaariche nenu leda naa bandhuvu gurthimpa badey chinna avakaasham undani nenu ardham chesukunnaanu.

4. *Prachurana Paridhi mariyu Maadhyamam*

Naa de-identified case report ventane bhaagaswaamyam leda prachuran avvavachani nenu ardham chesukunnaanu:

▢ Online academic leda vruttiparamaina charcha groupulu (udaaharanaki: WhatsApp, Facebook, blogs, forums)

▢ Mudrita leda online vaidya journals, vidya websites, leda samsthaagata repositories mariyu avi journals-lo prachurimpa badinaappudu naaku teliyajeyabadutundi.

▢ Vartinche data rakshana mariyu vruttiparamaina pramaanaalaku anugunanga itara vidya leda parishodhana platforms.

5. *Data Principal Hakkulu (DPDP Chattam, 2023 prakaaram)*

Naaku teliyajeyabadindi:

▢ Prachuranaku mundu ye samayamaina, sammathi teesukonna vyaktini vraatapoorvakaanga leda electronic-ga sampradinchadam dvara ee sammathini upasamharinch─У hakku naaku undi.

▢ Edaina vyaktigata gurthimpudaarulu anukokunda cherabadite, naa vyaktigata dataanu access cheyyadam, sarididdadam leda marinta bhaagaswaamyamni parimitam cheyyadam lantivi hakku naaku unnayi.

▢ Naa samaachaaram upayogaaniki sambandhinchina edaina aandolanalu leda phiryaadulaku samstha yokka niyamit data protection officer / grievance officer-ni nenu sampradinchavachhu.

6. *Chikitsa Vaidyuni Paathra*

▢ Ee e-log leda online charcha kevalam vidya mariyu sahakaara prayojanaalaku maathrame ani mariyu naa prathamik vaidyudi vaidya salahaa leda chikitsanu bhartee cheyyadani nenu ardham chesukunnaanu, vaaru naa vaidya samrakshana mariyu nirnayaalaku baadhyata vahistaaru.

Naa data PaJR.in ane team-based learning platform dvara online-lo charcha cheyyabadutundani nenu ardham chesukunnaanu, ikkada aneka online users naa aarogya samasyaalaki pariskaaralu kanugonataniki sahakaristhaaru mariyu team naa lantiva saarupya matching rogilanu gatham nunchi kanugontundi evaru prayojanam pondaaru alage bhavishyatlo saarupya rogilaku naa dataanu upayoginchi prayojanam pondagalavaru.

7. *Bhaasha mariyu Avagahana*

▢ Ee sammathi yokka prayojanam mariyu parinaamaalu naaku ardhamayye bhaashalo vivarimpa badayi. Prashnalu adige avakaasham naaku ivvadam jarigindi mariyu naa anni prashnalaku santripti karamainavi samadhaanalu ivvadam jarigindi.

---

*Rogi / Samrakshakudu / Bandhuvu Peru:* ___________________________
*Signature:* ___________________________
*Date:* ___________________________
*Rogitho Sambandham (vartinchinatlaithe):* ___________________________

*Sammathi Theesukonna Vyakti Peru mariyu Hoda:* ___________________________
*Signature:* ___________________________
*Date:* ___________________________

*Anaamaka Gurthimpudaari (vartinchinatlaithe):* ___________________________
*Samstha / Chirunama:* ___________________________
*Mobile Number:* ___________________________

*Phiryaadu / Data Rakshana Sampradincha:*



Monday, November 3, 2025

Illustration of AI driven automation of online meetings into detailed notes or overviews for asynchronous consumption and archival




AI driven human edited meeting Notes with health-quant team and https://pajr.in/ on 8/9/25, 10:00AM:


Meeting Overview:


Ecskin health-quant team: Skin irritation from the glucose monitoring device shows minimal impact, with 8-subject study indicating aloe vera's effectiveness, though long-term use may pose risks.


Phase two strategy favors a DIY approach by training school children to apply the paste; ethical clearance from review boards is essential before advancing to human trials.


Sensor development is nearing completion; decision required on whether to proceed with partial clinical validation or await full prototype.


Clinical trials will commence with blood sugar monitoring; cortisol measurement will follow once the full prototype is ready.


PaJR team rep: highlighted that mainstream validation requires 500+ participants, suggesting initial pilot studies with 30 samples for feasibility assessment.


Resource allocation should start conservatively with 1-2 dedicated personnel to gather initial data and build from day-to-day experiences.


Ethical clearance process must prioritize human trials with diabetic patients, as animal trials do not correlate as effectively for this device.


PaJR team rep said their current user driven patient monitoring system integrates energy inputs and outputs, enhancing data for device validation.


Health-Quant Team consists of 5 members, including 3 PhD students aiming for academic roles; resource constraints limit potential collaboration visits.


Plans to establish connections with health informatics professionals in Taiwan to explore local networking opportunities for project support using PaJR team rep's network there.


Publicly available full text around the tech:


https://dl.acm.org/doi/10.1145/3613904.3642232#:~:text=Abstract,deployed%20for%20various%20interactive%20applications.

Saturday, November 1, 2025

All visuals for AI in Decision Making for User-Driven human centered Healthcare: Explainability and Trust


The session content below is arranged as a series of visuals with Socratic cues and links to complex, messy, conversational, TLDR answers that may have been the speaker's thoughts in the past. The speaker is likely to just use those visuals to convey his thoughts extempore from whatever comes to his mind at that moment, likely influenced by his past thoughts but the session is unlikely to be exactly the same as what is represented here. These have been shared in advance to reduce lecture time and increase interaction time with this learning session participants.


Never doubt that a small group of thoughtful committed individuals can change the world. In fact, it's the only thing that ever has."



Counterview to above in the link below illustrates the broader meaning of cision and de-cision (expanded again further down): https://www.ohiocitizen.org/about_that_margaret_mead_quotation


Introduction 




to our team and human centered clinical decision making lab who regularly try to integrate medical education theory with practice in the hope of generating learning outcomes that can positively influence the patient illness outcomes around whom this team based learning is centered: 

 



Why is a global clinical decision making team called "Narketpally syndrome?"


generated from a rhetorical editorial: https://pubmed.ncbi.nlm.nih.gov/40674544/

More complex, messy rhetorical TLDR around our team and it's workflow: https://medicinedepartment.blogspot.com/2025/11/visual-1-flipped-session-content-for.html?m=1

Session learning Goals:

Short term?

Long term?

Objectives?

Creativity

Human centred management 

Methodology: 

Hands on interactive




Evolution of clinical decision making 

pre and post AI







What is cognition?


What is dual processing theory of cognition?


What is decision?


Word picture:

Imagine you are "Cutting a vegetable with a knife" and imagine what is the next step in your cooking once cutting is over?



Image with CC licence: https://commons.m.wikimedia.org/wiki/File:Sickle_and_throwing_knife_at_Manchester_Museum.jpg#mw-jump-to-license

And the image of the sickle and science is contained in an important writing tool for science as a question mark symbol , which is a very important cognitive cutting instrument of scientific scepticism:



Creative commons license: https://en.m.wikipedia.org/wiki/Question_mark#/media/File%3AQuestion_opening-closing.svg


To reach a de cision is to stop cutting and stop questioning further! As in de addiction or de escalation, which means to stop addiction or stop escalation!

In other words going with the cutting edge pictorial cooking analogy above, one simply moves to the next phase of cooking once the cutting of it's ingredients is over.

What is intelligence?





Animal intelligence vs plant cognition?



What was clinical decision making like in the pre AI LLM era just few years back?

Video demo of our patient centered, clinical decision making lab: 

Recent re-upload:

https://youtu.be/ZKoljY2UBHI?si=UYUfpTD7JGOgoQhA

Original upload presented during the medical education conference in AIIMS, Bhuvaneshwar Jan 2020:

https://youtu.be/xvE5b8Xk3vM?si=dqDlPQgA_EP2L7zT


Video demo of a single patient's decision making: 


https://youtu.be/csF8VQbOYRo?si=mlbHXIyD5A-29uqf


What is it like now?


Hands on demonstration of human clinical decision making with AI in the loop:




Is it AI in the loop or humans in the loop?


Image CC licence: https://commons.m.wikimedia.org/wiki/File:Rock_Shelter_8,_Bhimbetka_02.jpg#mw-jump-to-license

Rhetoric: Human animals invented AI beginning with asynchronous intelligence through their ability to use cave painting tech to convert multidimensional real life data into two dimensional data in an xy axis cave wall that later evolved to paper and electronic media so that they could eventually manage their lives better as artistic modelling was easier in a two dimensional virtual plane than a multi dimensional real plane?

Unquote: https://userdrivenhealthcare.blogspot.com/2025/08/udlco-crh-reducing-multidimensional.html?m=1




A layered approach to clinical decision making: 


We are all apprentices in a craft where no one ever becomes a master.
Ernest Hemingway, The Wild Years

Human, Scientific and Machine layers :


Anatomy of cognitive layers:







Physiology of cognitive layers in clinical decision making: enter Bloom's taxonomy!


RUAAEC
ApRUAECAp

More complex TLDR rhetoric along with team member attribution for the decision tree diagram as well as copyright attribution for the Bloom's diagram here: https://medicinedepartment.blogspot.com/2025/11/visual-6layered-approach-to-clinical.html?m=1

Human clinical decision making with AI in the loop:

The human layer and Ux interface

  • "Sometimes the smallest things take the most room in your heart." —
  • Winnie the Pooh
  • Above was Winnie the Pooh translating the Chandogya Upanishad:
  • рдЫाрди्рджोрдЧ्рдп рдЙрдкрдиिрд╖рдж् рео.рез.рей*

    рдЕрде рдп рдПрд╖ोрд╜рдгिрдоैрддрджाрдд्рдо्рдпрдоिрджं рд╕рд░्рд╡рдо्।
    рддрдд् рд╕рдд्рдпрдо्। рд╕ рдЖрдд्рдоा। рддрдд् рдд्рд╡рдо् рдЕрд╕ि рд╢्рд╡ेрддрдХेрддो рдЗрддि।

How do we deidentify as per HIPAA, the entire data that is captured into our system 2 healthcare data processing ecosystem?

Can missing the smallest things sometimes take up the most room in our workflow?

Are the smallest things, sometimes the smallest pieces in the puzzle, most rewarding in terms of learning and illness outcomes?

Is the work of AI LLMs as just a machine translator in our multilingual workflow small enough?







Consent form: Machine translation provides an added feature to our informed patient consent form that allows a single click translation to any global language!


Let me know if the konkani seems right!

In case it's not we have a manual back up here used routinely for majority of our patients: 


The above is one layer of explainability and raising awareness about patient rights including right to privacy.

Assignment: Get your LLMs to go through the consent forms linked above and check if they are DPDP compliant and if not ask for a better draft of the above consent form to make it DPDP compliant.


Daily events in clinical decision making 
and 
visual data capture and representation 
to 
generate quick human insights and prevent TLDR



In a human centered learning ecosystem, with AI in the loop, manual translation is more common?


Above is a layer of manual human to human translation as well as intermittent problems in an otherwise complex patient with comorbidities (will discuss again in the next layer of AI driven analysis)




Again this patient does have comorbidities related to his metabolic syndrome such as heart failure but then intermittent simple human requirements of explainability manifest in his daily sharing through his advocate such as the one here that manifests in his sleep and meta AI helps not just to translate it but also explain it well.

The role of AI driven infographics in explainability:






Speaker's thoughts: A picture speaks more than a thousand words?

A video can be time consuming though!

Assignment: Ask your LLMs to gather all the patient data from the case report linked above and rearrange it using AI driven removal of exactly dated time stamps and replacement with unidentifiable event timelines comprising labels such as Day 1,n season of year 1,n.





This patient is an example how human simple explainability backed by scientific evidence can provide a new lease of life to a patient of myocardial infarction who travelled the long distance to our college just for that explainability to strengthen his prior trust in us!

Past published work on similar patient: 


LLM textual explanation followed by translation and then text to voice file for the patient's advocate who like most of us also suffers from TLDR:





Above demonstrates AI driven support for insulin dose calculation through human learning around carb counting, accounting for insulin correction or sensitivity factor and insulin to carb ratios to decide the total insulin pre meal dose with scientific accuracy.

Are we micromanaging or overfitting?

The Scientific analytical cutting layer:



What is the sensitivity, specificity of a CT abdomen in a woman with chronic mild intermittent regular pain abdomen and a vague lump in her abdomen?




Are most drug efficacies simply of marginal benefit to patients?


Individual clinical decision making around antibiotic choices anecdote:


Fever chart 

"@⁨Meta AI⁩ Update:
Reviewed the history and it does look like she began with right lower limb cellulitis and then went on to develop heart failure as similar to our ProJR here: @⁨hu1 and then currently she appears to be having nosocomial sepsis and I'm not sure how she grew klebsiella in her blood culture at the day of admission before she was escalated here on piptaz @⁨hu3 please share her deidentified blood culture report.

Unquoted from:


Global clinical decision making around antibiotic choices anecdote:




"It's 3 AM. You're staring at a febrile patient with suspected sepsis. Culture pending. Your hand hovers over the prescription pad. Piperacillin-tazobactam? Meropenem? The voice in your head whispers: "Go broad. Cover everything. Better safe than sorry."

You write for meropenem. Again.

Here's what that voice doesn't tell you, that, in doing so, you've just contributed to a crisis that's killing more people than you might save."


Unquoted above from the link below:

https://www.linkedin.com/pulse/tales-medical-practice-chapter-11-when-antibiotics-stop-kosuru-kknbc


And AI driven decision support for the whole patient:



Above from the static case report journal published version : 




Explainability, trust and layers of clinical decision making in pre and current AI LLM era:

EBM layer: This layer is the one our clinical decision making lab is largely engaged in although the other two layers are no less important.

We have already shared something around those in our previous demos particularly our two video links shared above.

Human layer: This is the most important layer where clinical decision making actually happens at multiple human stakeholder levels:

Below are recent examples of the limits of scientific explainability and it's effect on human trust.

How much Trust building can one achieve through Human clinical decision making with AI in the loop?



Human mistrust due to persistent uncertainty due to scientifically limited explainability ?


Images of subclinical hypothyroidism patient data:




Human full trust inspite of persistent uncertainty due to scientifically limited explainability 






Summary of current clinical decision making workflow:


So What? SWOT 


S

trengths: Human centred management, Creativity 


W

eaknesses : User Interface: Asynchronous, academic flatlands 


O

pportunities : Prelude to the symphony of Singularity 


T

hreats: TLDR, DPDP, micromanaging or overfitting?





And last but not the least!


Machine layers:

The machine algorithm will see you now?



Amazon "Help me Decide"!

ЁЯСЖ Quantitative AI driven clinical decision making is currently here?

Is this analogous to clinical decision making:

Key takeaways:


Amazon "Help Me Decide" uses AI to analyze your browsing history (patient's clinical history) and preferences (check out the word preferences in Sackett's classic definition of EBM) to recommend the right product (diagnostic and therapeutic, lab or imaging as well as pharmacological or non pharmacological therapy) for you with just one tap.



The tool helps customers pick the right product, quickly. 

(System 2 decision making fast tracked to system 1 and closer to tech singularity)?


Personalized recommendations include clear explanations of why a product is right for you based on your specific needs and preferences.

Personalized precision medicine with explainability to gain trust!

algorithms? 

Did patients consent to its use? 

Can we trace how a prediction was made, or who’s responsible when it’s wrong?

Unquoted from below:

https://www.linkedin.com/pulse/algorithm-see-you-now-balancing-ai-ethics-privacy-indian-katiyar-inwff?trk=feed_main-feed-card_reshare_feed-article-content



DPDP Act is — a national trust charter?


The Act’s intent isn’t to burden innovation; it’s to humanize it,?


It recognizes that in a connected nation, trust is infrastructure.

Unquoted from below:

https://www.linkedin.com/pulse/pulse-nation-rebuilding-public-trust-healthcare-dat-sujeet-katiyar-aqwgf?trk=feed_main-feed-card_reshare_feed-article-content

Rhetoric: https://medicinedepartment.blogspot.com/2025/11/visual-11-and-last-but-not-least.html?m=1

Is synthetic intelligence SI scarier than AI?




Is decision making a cyclical process?


“Language is needed because we don’t know how to communicate. When we know how to, by and by, language is not needed.”