Akr

Kochi · IST

Say hello

{00} Biomedical AI · Kochi & Stanford

AmarnathK R

I build AI that helps clinicians see more, and always shows where it looked.

  • Research Associate · Ophthalmology, AIMS
  • Stanford Genetics · Dr Michael P Snyder
Scroll into the work

{01} Work

Nine lights, drifting.

A generated retina, not a patient. Your cursor is the lens: it shows where a model would look.

{02} About

I am a computational scientist in biomedical AI. Behind every photograph there is a person and a family.

Computational scientist in biomedical AI. I work with Dr Michael P Snyder in the Department of Genetics at Stanford University, and I co authored a 2026 paper in Cell. At Amrita Institute of Medical Sciences, I build deep learning systems and clinical software for retinal imaging and hospital data.

Now
Research Associate, Department of Ophthalmology, Amrita Institute of Medical Sciences, Kochi
With
Dr Michael P Snyder, Department of Genetics, Stanford University
Studying
B.Tech in Computer Science, Amrita Engineering College, Amritapuri. 2022 to present

{03} Publications

The Index

  1. {01}A Comparison of Deep Multiomics Profiles across Ethnicity, Geography, and AgeCo authorPublished, Cell 2026
  2. {02}SE-Conformer for Breast Cancer Detection in Histopathology ImagesSecond authorPublished, IEEE Access 2025
  3. {03}SEViT-GAN. Attention GAN for image inpaintingFirst authorSpringer, LNNS 1786, 2026
  4. {04}SpectroTemporal Attention Networks. Insect classification from soundFirst authorSpringer, LNNS 1748, 2026
  5. {05}AidPulse: Local Clinical Decision Support Across Five DepartmentsFirst authorAccepted, JMIR Medical Informatics
  6. {06}Safety by Design and the Grok Imagine Sexual Deepfake CrisisCorresponding authorAccepted, AI and Ethics
  7. {07}CKD Detection from Fundus Photographs with RETFoundSecond authorUnder revision, PLOS Digital Health
  8. {08}Preprocessing and Augmentation for CAD DetectionFirst authorUnder revision, Scientific Reports
  9. {09}From Physician to Prompt: GPT for Emergency Department NotesFirst authorPrepared for JMIR AI
  10. {10}CordDB. Analytics web application for doctorsSubmitted to a Cell Press journal
  11. {11}Bridge users and echo chambers. Graph neural networksTo be published in AICCSP 2026 proceedings

{04} Moments

Talks, awards and the road between

  1. Now showingThe AI of OculomicsMetares 3.0 · AIvishkar · Kochi

    A talk on how the eye is a mirror of the body.

  2. Excellence in Ophthalmic Research and AIAward · AIvishkar, Metares 3.0

    From the Department of Ophthalmology, AIMS Kochi. Presented by Dr Mona Duggal, Director, ICMR National Institute for Research in Digital Health.

  3. Hosting Metares 3.0Fortune Hotel · Kochi

    Hosted the meeting, themed "Connecting Minds, Creating Futures".

  4. Stanford GeneticsCalifornia · Jul to Sep '25

    A summer in the Department of Genetics, building VivOME with Dr Michael P Snyder.

  5. A paper in CellStanford · '26

    Co authored A Comparison of Deep Multiomics Profiles across Ethnicity, Geography, and Age, and built its HPOP web app.

  6. Presenting SEViT-GANUniversity of Calabria · 4 to 6 June '25

    ICICV 2025. My first international conference, and my first trip abroad.

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{05} Contact

Let's build care
that sees further.

Open to research collaborations with labs, clinicians and engineers.

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