machine learning Archives

15

Nov 2021

Bionest

Protein Folding Determination Makes Gigantic Leap Forward

Will a new ability to rapidly decipher protein folding and picture protein structures open up new research avenues with applications in pharma R&D?

16

Dec 2019

Bionest

New Risk-Based Oversight of Software as a Medical Device

A review of new FDA draft guidance documents that describe how the agency plans to regulate software designed to aid clinical decision making.

29

Jul 2019

Bionest

AI Aiding Earlier, More Accurate Cancer Screening

Recent research clearly illustrates the potential that artificial intelligence (AI) and deep learning systems offer for improving the detection and diagnosis of cancer, whether from radiological images or tissue analysis. While further clinical validation of such systems is needed before they can be reliably deployed in medical practice, they are expected to benefit patient care...

11

Mar 2019

Bionest

Machine Learning and Drug R&D

We recently wrote about the growing use of machine learning and artificial intelligence (AI) in healthcare. That blog post talked primarily about the expanding applications of AI in clinical diagnostics, based on AI’s superior abilities in pattern recognition. Within the pharmaceutical industry, however, machine learning technologies hold the most potential for revolutionizing drug discovery and...

25

Feb 2019

Bionest

Artificial Intelligence and Image-Based Diagnostic Tools

We have recently been hearing much about “machine learning” and “artificial intelligence” (A.I.). While many tend to use the two terms almost interchangeably, there is a distinct difference between the two. Machine learning, also known as “deep learning,” is a field of applied mathematics that uses algorithms and statistical models to build predictive systems...