Real-World Evidence: AI/ML Horizons
A 20-page narrative review of how real-world data and machine learning are used to generate evidence, drawing on literature from 2017 to 2025.
My part I wrote the review and prepared two accompanying slide decks.
Dr. Krishna Chauhan
I’m an MBBS graduate from Surat, interested in psychiatry and applied AI in health and research. I’m looking for mentored research work where I can contribute literature review, evidence synthesis and clear scientific writing.
International medical graduate on the USMLE pathway. Step 1 result pending as of 7 November 2026.
At a glance
- Degree
- MBBS
- Government Medical College, Surat. Conferred 24 August 2026.
- Clinical training
- Internship complete
- New Civil Hospital, Surat. March 2025 to March 2026.
- Medical registration
- G-105141
- Gujarat Medical Council, permanent registration (Part I), 8 June 2026. An Indian state medical registration.
- USMLE Step 1
- Result pending
- Taken October 2026. Status as of 7 November 2026.
About
I completed my compulsory rotating internship at New Civil Hospital, Surat, in March 2026, including two weeks in the Department of Psychiatry.
In June 2025 I completed an online clinical research training program, and wrote a narrative review on real-world evidence and machine learning as its capstone.
- Languages
- English, Gujarati and Hindi
- Outside medicine
- Classical dance, travelling and reading
- Community Medicine12 weeks
- Anesthesia, casualty, ENT, ophthalmology and orthopedics10 weeks
- Obstetrics and Gynecology7 weeks
- General Medicine6 weeks
- General Surgery6 weeks
- Forensic medicine, dermatology, radiology, TB and chest4 weeks
- Pediatrics3 weeks
- Electives: microbiology and biochemistry2 weeks
- Psychiatry, December 20252 weeks
New Civil Hospital, Surat, March 2025 to March 2026. Grouped by specialty, not in calendar order.
Selected projects
Two unpublished educational projects I completed in 2025.
BrainsWay Deep TMS for OCD: Medical Device Development Case Study
A 13-page educational case study of deep transcranial magnetic stimulation for obsessive-compulsive disorder, drawn from published development, trial, regulatory and post-market literature.
My part I wrote the case study and prepared a 15-slide presentation.
Education and training
Most recent first.
-
October 2026
USMLE Step 1
Examination taken. Result pending.
- Status as of 7 November 2026
-
March 2025 to March 2026
Compulsory rotating medical internship
New Civil Hospital and Government Medical College, Surat
- Psychiatry: 12 to 25 December 2025 (two weeks), Department of Psychiatry
- Core rotations in community medicine, obstetrics and gynecology, general medicine, general surgery and pediatrics, with additional and elective postings
- Completion certified by the Dean, GMC Surat (4 April 2026) and Veer Narmad South Gujarat University (10 April 2026)
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June 2025
Clinical Research Training and Internship Program (online)
Ethical Edufabrica Pvt. Ltd., New Delhi, in association with PULSE 2024, AIIMS Delhi
- Completed the online training program in clinical research
- Capstone: Real-World Evidence: AI/ML Horizons, a narrative review
-
January 2021 to January 2025
Bachelor of Medicine, Bachelor of Surgery (MBBS)
Government Medical College, Surat, affiliated with Veer Narmad South Gujarat University
- Passed every professional MBBS examination at first attempt
- Degree conferred 24 August 2026 by Veer Narmad South Gujarat University; institution recognized by the National Medical Commission, India
Honors and service
-
Certificate of Merit, Divisional Round
August 2024
37th IAP Pediatric Quiz for Undergraduates, Indian Academy of Pediatrics, held at GMC Surat
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Tejasvita Sanman
2025
Honor for high academic achievement (MBBS), Sachin Maroli Vibhag Rajput Samaj Trust (Samviras), Surat
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Volunteer, Pulse Polio Immunization Campaign
January and June 2021
Surat Municipal Corporation, as a first-year MBBS student; Certificates of Appreciation
Contact
For mentored research work in psychiatry or applied AI in health, email is the best way to reach me.