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Vikram Sakaleshpur Kumar

MedEd entusiast. Lifelong learner

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Why Humans and AI May Interpret Medical Narrative Data Differently

A simple guide for clinicians, researchers, medical teachers, and healthcare institutions

The Haircut Was Billed. The Diagnosis Was Not.

A consultation conducted in a barber’s chair, and what it cost the person who never got one

Not a Mentor. Not a Master. What the guru–shishya bond actually asks of us on Guru Purnima

A Guru Purnima reckoning with the guru–shishya bond — and what it teaches us with the same pair of hands

The Prevention Paradox

A successful preventive programme is judged, unfairly, by how little it seems to do.

The Extraction We Signed For : Free Data, Priced Return - We Are the Raw Material

How India's poorest hospitals are feeding the AI models that will probably price them out of their own future...

How Should Members of a Medical Association in the Current Age Look at Return on Investment(ROI)?

Why "we held 200 webinars" is not an answer, and "AI will replace us" is not a threat

Vaidyo Narayana Hari, or Just Another Service Provider in the Healthcare Mall?

Today, July 1st, marks National Doctors' Day in India.

The Diagnosis Column Is Still a Dustbin...!

Part Two of a blog that apparently changed nothing

What Medical Educators and Healthcare Professionals Must Know About AI Research Redundancy

When the Study You Are Reading Was Already Outdated Before It Was Published — And How to Tell the Difference

Why Pediatric Wards Fill After Schools Reopen

About the school reopening as a recurrent respiratory-virus amplifier, with children as both victims and transmission bridges to households.