Artificial Intelligence on Medical Data 1st Edition by Mousumi Gupta, Sujata Ghatak, Amlan Gupta, Abir Lal Mukherjee 9811901503 978-9811901508

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ISBN 10: 9811901503
ISBN 13: 978-9811901508
Author:  Mousumi Gupta, Sujata Ghatak, Amlan Gupta, Abir Lal Mukherjee

This book includes high-quality papers presented at the Second International Symposium on Computer Vision and Machine Intelligence in Medical Image Analysis (ISCMM 2021), organized by Computer Applications Department, SMIT in collaboration with Department of Pathology, SMIMS, Sikkim, India, and funded by Indian Council of Medical Research, during 11 – 12 November 2021. It discusses common research problems and challenges in medical image analysis, such as deep learning methods. It also discusses how these theories can be applied to a broad range of application areas, including lung and chest x-ray, breast CAD, microscopy and pathology. The studies included mainly focus on the detection of events from biomedical signals.

Artificial Intelligence on Medical Data 1st Table of contents:

Biomedical Signal Processing Comprehensive Study—A Deep Learning and Machine Learning Classification Methods for Cardiogram Images
D. Damodharan and Amit Kumar Goel

Face Mask Recognition Using Modular, Wavelet and Modular-Wavelet PCA
Kavya Duvvuri, Kanisettypalli Harshitha, Vemula Srihitha, and Sarada Jayan

CT Image Enhancement Using Variational Mode Decomposition for AI-Enabled COVID Classification
Rohith Ramakrishnan, Anirudh Vadakedath, Aakash Jignesh Modi, V. V. Sajith Variyar, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman

Analysis of Machine Learning and Deep Learning Algorithms for Detection of Brain Disorders Using MRI Data
Deepthi Sudharsan, S. Isha Indhu, Kavya S. Kumar, Lakshaya Karthikeyan, L. Srividhya, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman

EMD-Based Binary Classification of Mammograms
Anirban Ghosh, Pooja Ramakant, Priya Ranjan, Anuj Deshpande, and Rajiv Janardhanan

Comparative Analysis of Machine Learning Algorithms with Ensemble Techniques and Forecasting COVID-19 Cases in India
Nidhi Kumari Chauhan, Chhavi Goel, and Pooja Singh

Imaging Radiomic-Driven Framework for Automated Cancer Investigation
M. Sreekrishna and T. Prem Jacob

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Mousumi Gupta,Sujata Ghatak,Amlan Gupta,Abir Lal Mukherjee,Artificial Intelligence