Machine learning and IoT: a biological perspective - Florida CRC Press 2019 - xix, 354p. With index

Table of Contents

1 Machine Learning: A Powerful Tool for Biologists
Mohd Zafar, Ramkumar Lakshmi Narayanan, Saroj K. Meher, and Shishir K. Behera

2 Mining and Analysis of Bioprocess Data
Prerna Grover, Aditya Shah, and Shampa Sen

3 Data Mining in Nutrigenomics
Avipsha Sarkar, Shreyasi Kundu, Shakti Singh, and Shampa Sen

4 Machine Learning in Metabolic Engineering
Sayak Mitra

5 Big Data and Transcriptomics
Sudharsana Sundarrajan, Sajitha Lulu, and Mohanapriya Arumugam

6 Comparative Study of Predictive Models in Microbial-Induced Corrosion
Nitu Joseph and Debayan Mandal

7 Application of Data Mining Techniques in Autoimmune Diseases Research and Treatment
Sweta Bhattacharya and Sombuddha Sengupta

8 Data Mining Techniques in Imaging of Embryogenesis
Diptesh Mahajan and Gaurav K. Verma

9 Machine Learning Approach to Overcome the Challenges in Theranostics: A Review
Bishwambhar Mishra, Sayak Mitra, Karthikeya Srinivasa Varma Gottimukkala, and Shampa Sen

10 Emotion Detection System
Adrish Bhattacharya, Vibhash Chandra, and Leonid Datta

11 Segmentation and Clinical Outcome Prediction in Brain Lesions
Sharmila Nageswaran, S. Vidhya, and Deepa Madathil

12 Machine Learning Based Hospital-Acquired Infection Control System
Prajit Kumar Datta, Sehaj Sharma, and Gaurav Bansal

13 No Human Doctor: Learning of the Machine
Leonid Datta, Emilee Datta, and Shampa Sen

14 The IoT Revolution
Adrish Bhattacharya and Denim Datta

15 Healthcare IoT (H-IoT): Applications and Ethical Concerns
Srijita Banerjee, Adrish Bhattacharya, and Shampa Sen

16 Brain–Computer Interface
Abhishek Mukherjee, Madhurima Gupta, and Shampa Sen

17 IoT-Based Wearable Medical Devices
Avitaj Mitra, Abanish Roy, Harshit Nanda, Riddhi Srivastava, and M. Gayathri

18 People with Disabilities: The Helping Hand of IoT
Ashmita Das, Sayak Mitra, and Shampa Sen

19 Smart Analytical Lab
Subhrodeep Saha, Sourish Sen, Bharti Singh, and Shampa Sen

20 Crop and Animal Farming IoT (CAF-IoT)
Neha Agnihotri, Soumyadipto Santra, and Shampa Sen

This book discusses some of the innumerable ways in which computational methods can be used to facilitate research in biology and medicine - from storing enormous amounts of biological data to solving complex biological problems and enhancing treatment of various grave diseases.

https://www.crcpress.com/Machine-Learning-and-IoT-A-Biological-Perspective-1st-Edition/Sen-Datta-Mitra/p/book/9781138492691

9781138492691


Bioinformatics - Methodology
Medical aspects
Healthcare management
Machine learning

570.285 / M2

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