Ramsundar, Bharath,

Deep learning for the life sciences : applying deep learning to genomics, microscopy, drug discovery and more / Bharath Ramsundar, Peter Eastman, Patrick Walters, & Vijay Pande. - First edition. - x, 222 pages : illustrations ; 24 cm

Includes bibliographical references and index.

Why life science -- Introduction to deep learning -- Machine learning with DeepChem -- Machine learning for molecules -- Biophysical machine learning -- Deep learning for genomics -- Machine learning for microscopy
Deep learning for medicine -- Generative models -- Interpretation of deep models - A virtual screening workflow example -- Prospects and perspectives

9781492039839 1492039837

2018277336

GBB978634 bnb

019380791 Uk


Life sciences--Data processing.
Machine learning.
Artificial intelligence.
Artificial intelligence.
Life sciences--Data processing.
Machine learning.

QH307.2 / .R36 2019

570.285