AI for Medical Professionals

Introduction and Background:

The integration of Machine Learning based Artificial Intelligence (AI) in healthcare is transforming the way medical professionals diagnose, treat, and manage patients. However, many clinicians lack the necessary skills and understanding to effectively leverage these technologies. This course is designed to bridge this gap by equipping clinical professionals with the knowledge and tools to understand, evaluate, and apply AI in clinical settings, ultimately enhancing patient care and operational efficiency.

Objectives:

• Sensitization, appreciation, and familiarization with applications of AI tools and technologies in healthcare.
• Fostering awareness of ethical and governance issues related to AI in medicine.

Target Group

• Faculty, and medical professionals (MD, MS, MCh, DM, MDS).
• Postgraduate medical students (MBBS, BDS)

Eligibility:

• Basic understanding of healthcare processes and clinical practice
• Curiosity for understanding the impact of modern technology in healthcare.

Expected outcomes

• Informed, Aware, and Responsible end-users of AI
• Ability to evaluate, test, and validate AI applications
• Improved ability to critically assess AI research and technologies.
• Enhanced ability to work collaboratively on AI projects in healthcare.

Course contents

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: Computer systems in clinical workflow; traditional systems 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 of AI
• Learning paradigms: Supervised Learning (Classification & regression); Unsupervised Learning (Clustering); Reinforcement Learning
• The ML Pipeline: Feature extraction, selection, and dimensionality reduction; Model building, validation, and evaluation metrics
• Recent Trends in AI: Generative AI, Foundational Models, ChatGPT

Module 3: Clinical Applications

• Structure of Case Studies:
  • Components: Clinical presentation and role of AI/ML; Data preparation and feature processing; Model building and evaluation [ relevant ML and DL algorithms will be introduced]; Results, inference, and wrap-up
• Domains (any 4 topics)
  • Screening: early detection, monitoring, wearables, chatbots
  • Diagnosis: staging, grading, subtyping
  • Prognosis: survival / risk prediction, treatment outcomes
  • Treatment Related: surgery, drug delivery, precise intervention
  • Patient Management: recovery, readmission, monitoring (ICU, ER)
  • Hospital Resource Management: administration, pharmacy, insurance, fraud

Cases from the above domains will be discussed in relation to various data types (bio signals, images, tabular, molecular, and textual) and different algorithms (tree-based methods, neural networks, deep neural networks) relevant for specific problems.

Module 4: Ethics and Governance of AI

• Ethical issues, data protection, privacy, anonymity, biases
• Regulations and governance frameworks for software as medical device

Course Delivery and Certification

Lectures: Pre-recorded lectures (~1 hour content delivered as 4 videos each of 15 minutes duration) released every week for participants to enable flexible learning at their convenience.

Contact Sessions: Weekly online contact session (1 hour duration) comprising summary of the lecture material, tutorials on the material covered in the video lectures, Q&A, and live demonstration of case studies.

Demo of AI applications: Demo of simple AI applications relevant to healthcare are taken up during the contact sessions.

Expected Study-time: 3 hours per week.

Course Assessment: The course videos would also have short quizzes / assignments to complete before the contact session. Post-course assessment to measure learning outcomes.

Certification: Upon satisfactory completion of lectures, contact sessions and assessments, a certificate of course completion will be issued jointly by NAMS and IIIT-H.

To proceed with your application, please click here.

Contact :

Judish Raj, iHub-Data, IIIT Hyderabad

Email : judish.raj@ihub-data.iiit.ac.in

Dr.Umesh Kapil, Secretary NAMS,

Email : umeshkapil@gmail.com, namssecretary01@gmail.com

Announcement: Next batch on AI for Medical Professionals will commence in January 2025. Details of the course are at https://ihub-data.ai/archives/courses/ai-for-healthcare/

Enrolled Participants

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Name of the Participant	Institute Name
Dr Abhishek Pathak	Command Hospital
Dr Aditya Shetti	Grant Government Medical College And Sir Jj Group Of Hospitals, Mumbai
Dr Ajay Kumar	AIIMS, Rishikesh
Dr Ajith Thomas	Christian Medical College, Vellore
Dr Akash Roy	Apollo Multispeciality Hospitals
Dr Amar Pret Kaur	AIIMS, Gorakhpur
Dr Amit Chaudhary	King George’S Medical University, Lucknow
Dr Amit Goel	Sanjay Gandhi Postgraduate Institute Of Medical Sciences (Sgpgims)
Dr Amol Ashok Pawar	Zen Hospital
Dr Ananyaa Gowthavaram Chengala	Malla Reddy Institute Of Medical Sciences
Dr Anjuman Chaudhary	Rajershi Dashrath Autonomous State Medical College,Ayodhya
Dr Anshuman Pradhan	AIIMS, Bibinagar
Dr Anupama Pathak	King George’S Medical University, Lucknow
Dr Archit Goyal	Indian Spinal Injuries Centre
Dr Arka De	PGIMER, Chandigarh
Dr Arti Khatri	Chacha Nehru Bal Chikitsalaya
Dr Arun Kumar Dora	AIIMS, Bhopal
Dr Arvind Tomar	Institute Of Liver And Biliary Sciences
Dr Ashok Kumar Choudhury	IIBS
Dr Ashutosh Singh	King George’S Medical University, Lucknow
Dr B Subhash	AIIMS, Kalyani
Dr Baljeet Maini	MMIMSR, Mullana, Ambala
Dr Bharat Yalla	AIIMS , New Delhi
Dr Binay Kumar Biswas	Esic Medical College Hospital, Bihta, Patna
Dr Bindu R Nayar	Govt Dental College Alappuzha
Dr Chaitanya Krishna Kondabala	AIIMS
Dr Chitra Galande	Namo Medical Education And Research Institute, Silvassa
Dr D Sree Bhushan Raju	Nizam’s Institute Of Medical Sciences
Dr Davana Sunkari	Gitam Institute Of Medical Sciences, Visakhapatnam
Dr Debaita Ray	Homi Bhabha Cancer Hospital And Research Center, Mullanpur, New Chandigarh
Dr Deeksha Arya	King George’S Medical University, Lucknow
Dr Deepa Pande	Sir Hn Reliance Foundation Hospital & Research Centre
Dr Deepa Singh	AIIMS, Bhopal
Dr Deepak Bandhu	Bandhu Nursing Home
Dr Deepak Keshav Bhangale	Medanta The Medicity Hospital
Dr Dholariya Sagar Jayantilal	AIIMS, Rajkot
Dr Dipti Shastri	King George’S Medical University, Lucknow
Dr Erukkamabttu Jayashankar	AIIMS Bhopal
Dr Gayathri S	AIIMS, New Delhi
Dr Gayatri Makwana	Ismail Polyclinic Karama
Dr Gerard Marshall Raj	AIIMS, Bibinaga
Dr Gurmeet Singh	King George’S Medical University, Lucknow
Dr Harpreet Grewal	University College Of Medical Sciences
Dr Harshil Patel	AIIMS, Raebareli
Dr Ittyara Paul Vadassery	Christian Medical College, Vellore
Dr Jasmeen Gupta	TS Misra Medical College And Hospital Lucknow Uttar Pradesh
Dr Jayadevan Er	Sree Chitra Tirunal Institute For Medical Sciences And Technology, Thiruvananthapuram, Kerala
Dr Jerrin Maria Jose	Port Health Organisation Cochin – Contractual
Dr John Titus George	Christian Medical College, Vellore
Dr Karthik S	AIIMS, Vijaypur Jammu
Dr Kbhaskar	Kims Hospitals
Dr Kp Kochhar	AIIMS, New Delhi
Dr Krantisurya Mohan Mane	AIIMS, Bhubaneswar
Dr Laraib Sheikh	Sanjay Gandhi Post Graduate Institute Of Medical Sciences
Dr Lulu Fathima Khalid	Houston Clinic Dubai
Dr Madhanraj Selvaraj	Jipmer, Puducherry
Dr Maj Sanjay Yadav	92 Base Hospital, Armed Forces Medical Services
Dr Manjunath P R	Ramaiah Medical College
Dr Mary Joan	Christian Medical College And Hospital Ludhiana
Dr Mayur R Moreker	Bombay Hospital Institute Of Medical Sciences, Mumbai
Dr Mithu Banerjee	AIIMS, Jodhpur
Dr Mohamed Javid	Chengalpattu Medical College
Dr Nabnita Patnaik	AIIMS, Bibinagar
Dr Narlapati Vignan	MGM Medical College, Indore, Mp
Dr Naveen H R	IGIMS, Patna
Dr Navinchana M Kaore	AIIMS, Bhopal
Dr Navneet Singh	University College Of Medical Sciences, Delhi
Dr Neemu Hage	AIIMS, Bibinagar
Dr Neeraj Anand	King George’S Medical University, Lucknow
Dr Neeraj Bedi	KMC Medical College Maharajganj Up
Dr Neha	University College Of Medical Sciences
Dr Nihar Ranjan Pradhan	Department Of Vascular And Endovascular Surgery, Aig Hospital, Hyderabad
Dr Nikhil Gupta	Ram Manohar Lohia Institute Of Medical Sciences, Lucknow
Dr Pallav Gupta	Sir Ganga Ram Hospital, New Delhi
Dr Pankaj Mohan Varshney	LLRM Medical College Meerut
Dr Parimohan Varshney	Terna Medical College, Navi Mumbai
Dr Peeyush Varshney	AIIMS, Jodhpur
Dr Piyush	King George’S Medical University, Lucknow
Dr Prabhat Kumar Chaudhari	AIIMS, New Delhi
Dr Pradeep Arumugam	Tata Memorial Centre (Hbch &Mpmmmcc) Varanasi
Dr Pradip B Barde	AIIMS, Rajkot
Dr Pradosh Kumar Sarangi	AIIMS, Deoghar
Dr Pramit Kumar	AIIMS, Bhopal
Dr Pramod Sudhakar Lonikar	Manik Hospital
Dr Pranita Mandal	AIIMS, Bhopal
Dr Pranjal Jyoti Chakravarty	Tezpur Medical College And Hospital
Dr Prasenjit Mitra	Postgraduate Institute Of Medical Education & Research (Pgimer), Chandigarh
Dr Pratibha Kale	Institute Of Liver And Biliary Sciences
Dr Pratishtha Sengar	Institute Of Medical Sciences, Banaras Hindu University
Dr Preetam R Acharya	Kasturba Medical College, Mangalore, Karnataka
Dr Priyanshu Mohan Varshney	SGT University
Dr Prof Kh Reeta	AIIMS, New Delhi
Dr Prof Ram Samujh	AIIMS, Bathinda
Dr Prof Saurabh Kumar Gupta	AIIMS, Jammu
Dr Rajul Rastogi	Teerthanker Mahaveer Medical College And Research Center, Moradabad, Uttar Pradesh
Dr Ramesh Bharti	King George’S Medical University, Lucknow
Dr Ramesh Krishnan	Independent Medical Practitioner
Dr Rashmi Iyengar	Esic Mc & Hospital
Dr Ratika Samtani	International Institute Of Health Management Research
Dr Ravi Kiran Sindhuvalada Karnam	Narayana Health
Dr Rekha Priyadarshini	AIIMS
Dr Rekha Singh	AIIMS, Bhopal
Dr Rijas K	Shifa Al Rabee Medical Centre, Sharjah, Uae
Dr Ritesh Singh	AIIMS, Kalyani
Dr Rohit Gupta	AIIMS, Rishikesh
Dr Rupjyoti Talukdar	Asian Institute Of Gastroenterology Hospitals, Hyderabad
Dr Saloni Desai	Sir Hn Reliance Foundation Hospital, Mumbai
Dr Sameen Kasim Khot	Nathani Medical Center
Dr Sandeep Kumar Agrawal	Indian Council Of Medical Research
Dr Sanjay Kumar Rai	Military Hospital Ambala
Dr Sanjib Mondal	KPC Medical College And Hospital, Jadavpur, Kolkata 700032
Dr Santhosh Kumar E	Christian Medical College, Vellore
Dr Sasinan M	Delhi State Cancer Institute, Delhi-95
Dr Saumyena V Singh	King George’S Medical University, Lucknow
Dr Shahnawaz Hamid Khan	Sher-I-Kashmir Institute Of Medical Sciences
Dr Shamita Mitra Saha	Pulm I Care Clinic, Manipal Hospital Hebbal, Bangalore
Dr Shashwat Sarin	Max Superspecialty Hospital, Saket
Dr Shilpa Kaore, Addl Prof, Pharmacology	AIIMS, Bhopal
Dr Siddhartha Santosh Shrivastava	Jaypee Hospital ,Noida
Dr Siddhi Chawla	AIIMS, Jodhpur
Dr Simmi Kharb	PT Bd Sharma Pgims, Rohtak
Dr Soumitra Chakravarty	Tsmisra Medical College And Hospital
Dr Sreekanth R	Pulamanthole Eye Centre
Dr Sumanashree M	BMCRI
Dr Sumita Sharma	AIIMS, Bilaspur
Dr Sundhareshwaran Chanasekaran	Indira Gandhi Institute Of Medical Sciences, Patna
Dr Surena Kumar Saini	AIIMS, New Delhi
Dr Suresh Kumar Thanneeru	AIIMS Bhopal
Dr Swapnil Ramesh Dhampalwar	Medanta The Medicity
Dr Tapas Som	AIIMS, Bhubaneswar
Dr Tapasya Rawat	Himalayan Institute Of Medical Sciences, Jolly Grant, Dehradun
Dr Tarana Gupta	PT Bds Pgims Rohtak
Dr Tirthankar Deb	AIIMS, Kalyani
Dr Varun Kumar Singh	IMS, Bhu
Dr Varun Yadav	Sher-E-Kashmir Institute Of Medical Sciences, Soura, Srinagar
Dr Ved Prakash Rao Cheruvu	AIIMS, Bhopal
Dr Vemuri Mahesh Babu	AIIMS, Bibinagar
Dr Venugopal Kota	Yashoda Hospitals, Secunderabad
Dr Vijay Alexander	Christian Medical College, Vellore
Dr Vijayaraghavan Rajan	Institute Of Liver And Biliary Sciences
Dr Vikram Singh	AFMC, Pune
Dr Vinita Agrawal	SGPGIMS, Lucknow

Instructors

Teaching Support Team

Coordinators