Detection of Parkinson’s Disease from 3T T1 Weighted MRI Scans Using 3D Convolutional Neural Network

by Sabyasachi Chakraborty, Satyabrata Aich, Hee-Cheol Kim
Published 2020-06-01

3D Textural, Morphological and Statistical Analysis of Voxel of Interests in 3T MRI Scans for the Detection of Parkinson’s Disease Using Artificial Neural Networks

by Sabyasachi Chakraborty, Satyabrata Aich, Hee-Cheol Kim
Published 2020-02-01

Development of a System for Storing and Executing Bio-Signal Analysis Algorithms Developed in Different Languages

by Moon-Il Joo, Satyabrata Aich, Hee-Cheol Kim
Published 2021-08-01

Artificial Intelligence Is Reshaping Healthcare amid COVID-19: A Review in the Context of Diagnosis & Prognosis

by Rajnandini Saha, Satyabrata Aich, Sushanta Tripathy, Hee-Cheol Kim
Published 2021-09-01

Critical Dimensions of Blockchain Technology Implementation in the Healthcare Industry: An Integrated Systems Management Approach

by Satyabrata Aich, Sushanta Tripathy, Moon-Il Joo, Hee-Cheol Kim
Published 2021-05-01

A Multichannel Convolutional Neural Network Architecture for the Detection of the State of Mind Using Physiological Signals from Wearable Devices

by Sabyasachi Chakraborty, Satyabrata Aich, Moon-il Joo, Mangal Sain, Hee-Cheol Kim
Published 2019-01-01

The Design of an Automated System for the Analysis of the Activity and Emotional Patterns of Dogs with Wearable Sensors Using Machine Learning

by Satyabrata Aich, Sabyasachi Chakraborty, Jong-Seong Sim, Dong-Jin Jang, Hee-Cheol Kim
Published 2019-11-01

Forecast the Exacerbation in Patients of Chronic Obstructive Pulmonary Disease with Clinical Indicators Using Machine Learning Techniques

by Ali Hussain, Hee-Eun Choi, Hyo-Jung Kim, Satyabrata Aich, Muhammad Saqlain, Hee-Cheol Kim
Published 2021-05-01

A Supervised Machine Learning Approach to Detect the On/Off State in Parkinson’s Disease Using Wearable Based Gait Signals

by Satyabrata Aich, Jinyoung Youn, Sabyasachi Chakraborty, Pyari Mohan Pradhan, Jin-han Park, Seongho Park, Jinse Park
Published 2020-06-01

A Validation Study of Freezing of Gait (FoG) Detection and Machine-Learning-Based FoG Prediction Using Estimated Gait Characteristics with a Wearable Accelerometer

by Satyabrata Aich, Pyari Mohan Pradhan, Jinse Park, Nitin Sethi, Vemula Sai Sri Vathsa, Hee-Cheol Kim
Published 2018-09-01

Blockchain-Based Model to Improve the Performance of the Next-Generation Digital Supply Chain

by Sumit Kumar Rana, Hee-Cheol Kim, Subhendu Kumar Pani, Sanjeev Kumar Rana, Moon-Il Joo, Arun Kumar Rana, Satyabrata Aich
Published 2021-09-01

Design of a Machine Learning-Assisted Wearable Accelerometer-Based Automated System for Studying the Effect of Dopaminergic Medicine on Gait Characteristics of Parkinson’s Patients...

by Satyabrata Aich, Pyari Mohan Pradhan, Sabyasachi Chakraborty, Hee-Cheol Kim, Hee-Tae Kim, Hae-Gu Lee, Il Hwan Kim, Moon-il Joo, Sim Jong Seong, Jinse Park
Published 2020-01-01