AI for Medical Professionals – Dec 2025
AI for Medical Professionals – Dec 2025
A 4-module program designed for medical students, clinicians, and faculty to understand, evaluate, and apply AI/ML in healthcare settings.
Program Details
Objectives
- Providing a foundational understanding of AI and its relevance to healthcare.
- Familiarizing participants with the applications of AI techniques in clinical practice.
- Fostering awareness of ethical and governance issues related to AI in medicine.
Target Group
- Postgraduate medical students (MD/MS/MDS/Equivalent).
- Faculty and medical professionals (MD/MS/MCH/DM/MDS/MBBS/BDS).
Eligibility
- Basic knowledge of healthcare processes and clinical practice.
- Curiosity for understanding the impact of modern technology in healthcare.
Expected Outcomes
- Understanding of AI concepts and their applications in healthcare.
- Ability to evaluate AI tools in clinical settings.
- Hands-on experience with AI tools and basic model development.
- Improved ability to critically assess AI research and technologies.
- Enhanced ability to work collaboratively on AI projects in healthcare.
Course Content
Comprehensive coverage from AI basics to clinical applications and ethics.
Module 1: Introduction to Artificial Intelligence (AI) in Healthcare
- Clinical data sets: Data sources and types (structured, unstructured); Standards in data acquisition and management; Opportunities and challenges in data handling
- The role of smart and intelligent systems in clinical workflow: Traditional vs. intelligent systems in healthcare; concepts of intelligence and smartness
- Recent Inroads / Trends of AI in Healthcare: Landmark applications in healthcare
Module 2: Basics of Machine and Deep Learning (ML & DL)
- Introduction to AI: Definition, history, evolution, and applications
- Learning paradigms: Supervised (classification, regression), Unsupervised (clustering), Reinforcement Learning
- The ML Pipeline: Feature extraction, selection, dimensionality reduction; Model building, validation, and evaluation metrics
- Recent Trends: Generative AI, Foundational Models, ChatGPT
- ML & DL Algorithms: Tree-based methods (decision trees, random forests), Neural Networks (MLP, SVM), Hierarchical Clustering, Deep Neural Networks (CNNs, RNNs, Transformers)
Module 3: Clinical Applications
- Case Study Framework: Clinical presentation & AI/ML role; Data prep & feature processing; Model building & evaluation; Results & inference
- Domains (any 4): Screening, Diagnosis, Prognosis, Treatment, Patient Management, Hospital Resource Management
- Specific Case Studies: Different data types (biosignals, images, tabular, molecular, textual) with relevant algorithms (tree-based, NN, DNN)
- Signal-based – ECG (cardiovascular diseases), EEG (sleep staging)
- Applications by Data Type:
- Image-based – Retinal Scans (Diabetic Retinopathy), Chest X-ray (Pneumonia/Covid)
- Tabular – EHRs (Covid, Sepsis)
- Molecular – Genomics (Cancer), Structural Biology (Drug Discovery)
- Text – Medical Q&A systems, ChatGPT Chatbots for Physical & Mental Health
Module 4: Ethics and Governance of AI
- Data protection, privacy, anonymity, biases – Regulations and governance frameworks for AI as a medical device
Hands-on AI Projects (Optional)
- Building a basic machine learning model
- Simple AI projects relevant to healthcare
Course Delivery & Certification
Lectures
Pre-recorded lectures (~1 hour, delivered as 4 videos of 15 minutes each) released weekly for flexible self-paced learning.
Online Contact Sessions
Weekly 1-hour live sessions covering lecture summaries, tutorials, Q&A, and demonstration of case studies.
Demo of AI Applications
Simple AI applications relevant to healthcare demonstrated during live sessions.
Study-time
Participants are expected to dedicate around 3 hours per week.
Assessment
Short quizzes/assignments after each video module and a post-course assessment to measure learning outcomes.
Certification
Certificate of course completion will be jointly issued by IIIT-H, IHub-Data, & NAMS.
Enrolled Participants
| Participant Name |
|---|
| Dr. Anju Aggarwal |
| Dr. Beulah Priscilla Maddirala |
| Dr. Harvinder Singh Chhabra |
| Dr. Keerthini Ganesan |
| Dr. Nirupama Bhagya Lakshmi.Tatavarthi |
| Dr. S. Sri Gayathri |
| Dr. Shaktheeswari |
| Dr. Yamasani Rupendranath Reddy |
| Dr. Aamir Rashid |
| Dr. Abhishek Goyal |
| Dr. Adhar Amritt |
| Dr. Ajit Priy Solanky |
| Dr. Akhila L |
| Dr. Amar Koteswar.Pitchikala |
| Dr. Ameet Vaman Revankar |
| Dr. Ananya Das |
| Dr. Anbalagan Kannivelu |
| Dr. Anita Mahadevan |
| Dr. Anjum Fatima |
| Dr. Aritra Bhattacharya |
| Dr. Arshid Bashir |
| Dr. Arun Kumar L |
| Dr. Arun Sharma |
| Dr. Arvind Kumar |
| Dr. Bala Krishnan N |
| Dr. Bhavuk Garg |
| Dr. Binu Thomas |
| Dr. Bosky |
| Dr. Ch.Srinivasarao |
| Dr. Champa H |
| Dr. Cherlopalli Sunil Kumar |
| Dr. Chhavi Sawhney |
| Dr. Chinna Babu Sunkavalli |
| Dr. Deepak Kumar |
| Dr. Deepti Munshi Thussu |
| Dr. Dr Farrukh Faraz |
| Dr. Ekta Debnath |
| Dr. Evuru Prasanth |
| Dr. Harish V |
| Dr. Harsh Agarwal |
| Dr. Harshali Rankhambe |
| Dr. Ishi Sharma |
| Dr. Ishwari Panse |
| Dr. Janardhan Muralee Jayaprakash |
| Dr. Jyothirmayi Bangari |
| Dr. K.C.Goutham Reddy |
| Dr. Kafeel Khan |
| Dr. Kakoli Patnaik |
| Dr. Kakollu Sudha |
| Dr. Kavitha |
| Dr. Kavitha Gone |
| Dr. Kollapu Satish Kumar |
| Dr. Kommalapati Priyanka |
| Dr. Krishna Mohan Gulla |
| Dr. Krishna Mohan Mvt |
| Dr. Kuldeep Dalal |
| Dr. Kunal Kishor |
| Dr. M Lakshmi Suryaprabha |
| Dr. M Siddharth |
| Dr. M. Anulatha |
| Dr. Madhu Kumar V |
| Dr. Madhurima Bhattacharyya |
| Dr. Manohar Sampat Bachhav |
| Dr. Manu N |
| Dr. Maria Hadjicosta |
| Dr. Mayank Priyadarshi |
| Dr. Md Quamar Azam |
| Dr. Metukuru Manoj Pradyoth Kumar |
| Dr. Milind Madhusudan Vaishnav |
| Dr. Mohammadi Sumayya Fatema |
| Dr. Muddana Venkata Naga Malleswari |
| Dr. Mudliar Vidyarani Shankar |
| Dr. Mukta Kulkarni |
| Dr. Nagalakshmi Tulimelli |
| Dr. Nagendra Boopathy S |
| Dr. Neelam Das |
| Dr. Neil Lohit Bose |
| Dr. Noorulla Kas |
| Dr. Nrusimha Murthy |
| Dr. P. Maneesha |
| Dr. Parv Mathur |
| Dr. Pitapurapu Sasidhar |
| Dr. Prabhukalyan Dash |
| Dr. Prachi Jena |
| Dr. Prasad Usha |
| Dr. Prashanth Hudge |
| Dr. Prathamesh Vijay Joshi |
| Dr. Shilpa pravin Agrawal |
| Dr. Preethi Subramanian |
| Dr. Pulala Chandrasekhar |
| Dr. Purnendu Ranjit |
| Dr. Ragavi.V |
| Dr. Rajendra Prasad Anne |
| Dr. Rajlaxmi Tiwari |
| Dr. Rakshith. A.G. |
| Dr. Rama Raju Devaraju |
| Dr. Ravi Singhal |
| Dr. Renu Beri |
| Dr. Richa Tripathi |
| Dr. Rohan Thomas |
| Dr. S.Arifulla |
| Dr. Sachin Biradar |
| Dr. Saguri Raja Shekar Reddy |
| Dr. Sakthi Shanmugasundaram P |
| Dr. Sameer Belvi Mangalwedhe |
| Dr. Sandeep Joglekar |
| Dr. Sandeep Kaushik |
| Dr. Sanjay Dhiraaj |
| Dr. Sanjiv Bari |
| Dr. Saurabh Pandey |
| Dr. Shalabh Rastogi |
| Dr. Sheetal Joshi |
| Dr. Shibojit Talukder |
| Dr. Shivani Sinha |
| Dr. Shravan Harish |
| Dr. Shruti Bansal |
| Dr. Siddharth Pundir |
| Dr. Sneha Reddy |
| Dr. Snehal Bhange |
| Dr. Sohan Lal Solanki |
| Dr. Srikanth Nalla |
| Dr. Sundeep Kumar Upadhyaya |
| Dr. Sunil Kumar K |
| Dr. Surya Sai Madhusudhan |
| Dr. Swapnil Nagvekar |
| Dr. T Venkateswarlu |
| Dr. Umabala Pamidimukkala |
| Dr. Undrakonda Vivekanand |
| Dr. Vandana Kanumury |
| Dr. Vartika Kathuria Monga |
| Dr. Varun Malhotra |
| Dr. Vemireddy Radhika Reddy |
| Dr. venkatasuneelbabu chadalavada |
| Dr. Venugopal Cheripally |
| Dr. Vinit Kumar Singh |
| Dr. Vishnu Besta |
| Dr. Yarlagadda Subrahmanyam |
| Dr. Sreenivasa Prasad Buduru |
| Dr. Majety Madhavi |
Participated Institutes
| Institute Name |
|---|
| University College of Medical Sciences |
| Rangaraya Medical College |
| Himalayan Institute of Medical Sciences, Jolly Grant, Dehradun |
| Anderson Diagnostics |
| Alluri Sitarama Raju Academy of Medical Sciences |
| Sri Ramachandra Medical college |
| NHS Sheffield Health and Social Care/ SCHARR |
| Dmho office nandyal |
| Sheri-i-Kashmir Institute of medical sciences |
| GEIMS |
| National Cancer institute, All India Institute of Medical Science,New Delhi |
| AIIMS, New Delhi |
| NH |
| Deic , eluru |
| SDM College of dental Sciences, Dharwad |
| NEIGRIHMS |
| Khoo Teck Puat Hospital |
| NIMHANS |
| PGIMER |
| SAUDI ARABIA |
| Prafulla Chandra Sen Government Medical College and Hospital |
| Institute of Study: SKIMS Medical College |
| Christian Medical College and Hospital |
| Good Samaritan Hospital |
| AIIMS, New Delhi |
| Aster DM Healthcare Dubai, UAE |
| AIIMS, Delhi |
| CMC Vellore |
| Medanta the medicity |
| DRNTRUHS |
| Sri Chamundeshwari Medical College Hospital and Research Institute |
| Sri Chamundeshwari Medical College Hospital and Research Institute |
| AIIMS, New Delhi |
| Yashoda hitec |
| SRMS IMS Bareilly |
| Serenity Mind Clinic , Dharamshala |
| Maulana Azad Institute of Dental Sciences, New Delhi. |
| LHMC & ASSOCIATED HOSPITALS NEW DELHI |
| National Health Mission , CHFW AP |
| Amor Hospital |
| AIIMS Bhubaneswar |
| AIIMS Bilaspur, Himachal Pradesh |
| Life care foundation |
| Cotiviti India Pvt Ltd |
| Military Hospital D’ Dun |
| KAKATIYAMEDICAL COLLEGE |
| Danja Cancer Centre |
| Kamineni Institute of Medical Sciences |
| IMS & SUM HOSPITAL, SOA UNIVERSITY, BHUBANESWAR |
| Work- Dr .NTR University of Health Sciences,Vijayawada |
| NIMS, Hyderabad |
| Citizens hospital nallagandla |
| Rangaraya Medical College, Kakinada |
| DM&HO OFFICE GUNTUR |
| AIIMS Bhubaneswar |
| Basavatarakam Indo American Cancer Hospital, Hyderabad |
| Bethany Hospital Thane |
| State cancer Institute, IGIMS, Patna |
| Dr NTR university of health sciences, Vijayawada |
| School of Dental Sciences Sharda University |
| Completed my MDS in Nov 2024 from Panineeya Institute of Dental Sciences and Research Centre, Hyderabad |
| vijaya diagnostics limited, himayath nagar |
| ICARE INSTITUTE OF MEDICAL SCIENCES AND RESEARCH, HALDIA |
| Occupational Health |
| Institute of Aerospace Medicine |
| NHS UK |
| AIIMS Rishikesh |
| AIIMS RISHIKESH |
| Primary health centre, Addanki |
| Kamalnayan Bajaj Hospital |
| SRI VENKATESHWARAA MEDICAL COLLEGE HOSPITAL AND RESEARCH CENTRE , PUDUCHERRY |
| Sundari Hospital |
| KAMALNAYAN BAJAJ HOSPITAL, CHHATRAPATI SAMBHAJINAGAR |
| O/I Commissioner of Health and Family Welfare |
| RIHER |
| Sri Sai College of Dental Surgery |
| AIIMS Jodhpur |
| Siddhartha Medical College |
| Self |
| Alluri Sitarama Raju Academy of Medical Sciences |
| MS Ramaiah Medical College, Bengaluru |
| Rangaraya medical College |
| ICMR-NIRDHDS |
| IMS & SUM Hospital, Bhubaneswar |
| Andhra medical College |
| St John’s medical college hospital |
| KAMALNAYAN BAJAJ HOSPITAL, CHHATRAPATI SAMBHAJINAGAR |
| Jaslok Hospital & Research Center, Mumbai |
| MediCiti Institute of Medical Sciences |
| Dr.NTR University of Health Sciences, Vijayawada |
| JHARGRAM GOVT. MEDICAL COLLEGE & HOSPITAL |
| St.peters medical College |
| Kasturba Medical College, Manipal |
| Institute of Medical Sciences and SUM Hospital, Bhubaneswar |
| East Point College of Medical Sciences and Research Centre, Bengaluru |
| Raamah Bio Care Private Limited |
| Medanta Medicity Gurugram |
| District Civil Hospital, Ambala |
| All India Institute of Medical Sciences, Gorakhpur |
| Cmc hospital ranipet |
| GGH Kadapa |
| Nizam’s Institution of Medical Sciences, Hyderabad |
| AL MUHIDUB DENTAL HOSPITALS SAUDI ARABIA |
| Sri Ramachandra Institute Of Higher Education and Research |
| Department of Psychiatry, KMC & RI, Hubballi, Karnataka |
| James Paget University Hospital NHS Trust |
| ABV Medical University, Lucknow |
| SGPGIMS, Lucknow |
| ARMY MEDICAL CORPS |
| ESIC MEDICAL COLLEGE |
| Tata Motors Hospital, Jamshedpur |
| Lady Hardinge Medical College, New Delhi |
| PGIMER, Chandigarh |
| REGIONALINSTITUTE OF OPHTHALMOLOGY, IGIMS |
| NIMHANS |
| Medanta Hospital |
| Himalayan institute of medical sciences |
| Vista Imaging |
| Jaslok Hospital Mumbai |
| Tata Memorial Hospital, Mumbai |
| Aster prime hospitals Hyderabad |
| Indraprastha Apollo Hospital |
| Aster-CMI, Bangalore |
| NARAYANA MEDICAL COLLEGE, NELLORE |
| BURJEEL HOSPITAL ,DUBAI |
| RMC Kakinada,Katuri Medical college,Guntur |
| Nizam ‘s Institute of Medical Sciences |
| Alluri Sitarama Raju Academy of Medical Sciences |
| Alluri Sitarama Raju Academy of Medical Sciences |
| Guru Gobind Singh Indraprastha University, New Delhi |
| AIIMS, Bhopal |
| Dr.NTR University of Health Sciences |
| ACSR GMC NELLORE |
| Amrutanjan Health Care’ Limited |
| Rama Medical College Hospital and Research Centre, (Rama University), Mandhana, Kanpur |
| All India Institute Of Medical Sciences |
| Office of Commissioner of Health and Family Welfare,Andhra Pradesh |
| KLE Univeristy |
| Anurag Hospital for Children |
Coordinators

Course Instructors

Teaching Assistants
