Three Days Workshop on Machine Learning Techniques for Healthcare Image analysis with Hands-on 2023

This workshop will be an eye-opener for the delegates on how to apply machine learning Techniques for medical image analysis. The main motive of this workshop is to acquire delegates, the fruitful knowledge on applying various ML techniques for analysing medical images with demo and hands-on sessions.

01-02-2023 (FN)
Inaugural
The fundamentals of Various Machine Learning Techniques
01-02-2023 (AN)
Fundamentals and mechanics of Deep Learning
Pre-trained Models
02-02-2023 (FN)
Recurrent Networks
Final Project (Assessment): Object Classification
02-02-2023 (AN)
Image Processing using Machine Learning/Deep Learning
Machine Learning Algorithms for Medical Imaging applications
Demo: Foot Ulcer classification using Machine Learning algorithms
03-02-2023 (FN)
Transfer Learning Approaches
Colon Cancer Classification using transfer learning model
Visual Transformer for medical imaging
03-02-2023 (AN)
Hands on Pulmonary Chest X-Ray Abnormalities detection using GAN and UNET Model for Covid Segmentation
Valedictory

SRMIST, Kattankulathur, Chengalpattu 603203