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sushant gadge

Founder SphereMind T... • 9m

2. AI-Enabled Diagnostics: You mentioned the logistical challenges with lab tests. What if portable diagnostic devices integrated with AI could conduct basic tests in rural clinics? AI algorithms could quickly analyze results and share them with specialists remotely. I’d love to hear your thoughts on whether this could ease the logistics issue. 3. Digital Medical Records: I agree that full-scale digitalization seems tough, but what if AI could simplify the process? For instance, using voice-to-text technology during consultations to automatically create and update medical records. Would that be a practical middle ground, in your opinion? 4. Predictive Healthcare: AI can also help predict potential outbreaks by analyzing local health trends. This might enable proactive measures in rural areas. How do you see this fitting into the current scenario? I really appreciate your willingness to share information and support new solutions. Looking forward to hearing your thoughts on these ideas!

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Hari kiran

Insight guru • 9m

I'll give you a separate view on all the these issues . To start with AI Enabled Diagnostics : The reason I mentioned logistic challenges is because of the sheer number of rural areas that lie next to each other in a vicinity. It is impossible to create a pit stop at every place and create infra structure even if it is as small as a collecting centre.There should be a hierarchy structure like 1 collecting centre for every 5 villages, one basic processing centre from every 5 collecting centres , 1 advance collecting centre for every 5 basic centres and one ware house storing all the inventory for every 5 advance centres catering to the whole lineage below. It's not different from what people are doing with a quick grocery delivery model. AI/Tech integration is possible for smoothening to sort out the dynamic information of upcoming collections/amount of reagents required and creating predictions about the demand situation taking into the account the common diseased conditions and population of the place. This is not a new model for diagnostics too. This hierarchy model is being used in Metro cities by all the diagnostic giant companies like Lal path labs , SRL, Thyrocare and others. Only issue with the rural areas for these big companies is the lack of good sized hospitals, lack of health awareness in the rural areas and the major reason is the affordability of the people. They would readily jump into the scene if they know people are ready to spend big bucks for diagnostics. To be honest, most of the diagnostic companies rely on the health insecurities of urban population . Majority of the time they upsell other tests bundled with the required tests and make money. So, if you plan to do something in this arena , it should be mainly with the required network of small clinicians in the villages, RMPs, govt based PHCs and robust infrastructure of all the collecting,processing centres in place . Without the back drop of this, it is merely impossible to crack this just by bringing in a software. I hope, u understood the issue.

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Hari kiran

Insight guru • 9m

Coming to this Digital Medical Records: This idea is extensively followed in abroad but the issue with the India is the large population and lack of prior information about the medical history of individuals and surprisingly relaxed cyber privacy rules. This is a workable model but only and only with the help of Govt. There's no other way to do this and if needed to make big it should has the scale similar to the UPI or the software so big to handle similar to the likes of banking system and the major issue, govt should be willing to pay the software for eternity or buy the software and maintain on it own. Both are not possible for the obvious reasons everyone know . However, I'll give the model I think which may work . It should start with govt providing a special number like aadhar to those people who majorly visit govt hospitals and PHCs. Let's take a small village X with 1 lakh population and 2 PHCs . Every individual's medical history should be updated in the digitized record whenever they visit the hospital. Because the doctor won't have the required time at hand always , there should be a person who can read and understand the medical terminology and be able to summarize things, medications,investigations and reports and other medical related history. All the govt hospitals and PHCs have a Medical record department but they are only qualified only to manage the paperwork and not qualified to understand the medical summary and save it on the digital record. If at all the patient comes to hospital anytime, the hospital should enquire the number open it and print a summary to hand over to the doctor who could have a glance and get an idea of what kind of issues patient have, on what medications he was and what investigations were done recently. We often see people do it regularly , carrying large files to the doctor for review. Digitizing records would actually replace that and save the history for eternity .This model is easy to understand if we compare it with banks. They bloody have every transaction record and can give you info about 2Rs transaction we did 5 yrs back. Digitizing medical records is same too but the costs involved are humangous . Also, other issues are tendency of patients to change hospitals frequently , equipping an installation that every hospital is willing to integrate , keeping dedicated records team member who could be trained in summarizing the data and feed the info.Now coming back to our example of Village X with 1 lakh population. See , how difficult it would be to educate the people to know about the specific number and utilize it for the sake of providing this info to hospital. I'm currently working in UK where this concept is working seamlessly just because the govt is willing to spend, every medical personnel was trained to update and a backup team working 24*7 just to work on trouble shoots if there are any.They are integrating AI it so well that I can type the condition and get the relevant medication, tests info on the screen. Not just in developed countries, this is being done by large Indian corporate hospitals too. But as per my information they are using tech in requesting for tests and managing inventory of disposables but no in the medical records yet. Bringing all the corporate hospitals on to the board and creating a common medical record for patients visiting them can be an opportunity because these hospitals has deep pockets to spend and majority of people approaching these hospitals are decently educated . Also, it would be easy for them to employ people required to fill up the records. Idea is workable. Companies are doing it with hospitals and govts who are willing to spend . Also in India , the model is followed by institutions like banks . But for rural population, it would be a wild goose chase

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