[HTML][HTML] AI applications in functional genomics

C Caudai, A Galizia, F Geraci, L Le Pera… - Computational and …, 2021 - Elsevier
We review the current applications of artificial intelligence (AI) in functional genomics. The
recent explosion of AI follows the remarkable achievements made possible by “deep …

Functional genomics: going forwards from the databases

S Rastan, LJ Beeley - Current Opinion in Genetics & Development, 1997 - Elsevier
Extrapolating systematically from gene sequence to function is undoubtedly the major
challenge facing industry and academia alike as we approach the end of the millennium …

[图书][B] Artificial intelligence and molecular biology

L Hunter - 1993 - cdn.aaai.org
The twin goals of artificial intelligence research are to understand the computational
mechanisms underlying human-like thought and behavior, and to design and synthesize …

[图书][B] Bioinformatics and functional genomics

J Pevsner - 2015 - books.google.com
The bestselling introduction to bioinformatics and genomics–now in its third edition Widely
received in its previous editions, Bioinformatics and Functional Genomics offers the most …

Exploiting big biology: integrating large-scale biological data for function inference

EM Marcotte, SV Date - Briefings in bioinformatics, 2001 - academic.oup.com
The amount of data produced by molecular biologists is growing at an exponential rate.
Some of the fastest growing sets of data are measurements of gene expression, comparable …

Functional genomics: it's all how you read it

P Hieter, M Boguski - Science, 1997 - science.org
Hieter and Boguski describe the new era of functional genomics that is being entered as the
mapping and sequencing (structural genomics) phase of the Human Genome Project draws …

Artificial intelligence for biology

S Hassoun, F Jefferson, X Shi, B Stucky… - Integrative and …, 2021 - academic.oup.com
Despite efforts to integrate research across different subdisciplines of biology, the scale of
integration remains limited. We hypothesize that future generations of Artificial Intelligence …

Artificial intelligence and machine learning in bioinformatics

K Lai, N Twine, A O'brien, Y Guo… - … of Bioinformatics and …, 2018 - books.google.com
Machine Learning is defined as a computer science discipline where algorithms iteratively
learn from observations to return insights from data without the need for programming …

[HTML][HTML] Application of artificial intelligence for medical research

R Hamamoto - Biomolecules, 2021 - mdpi.com
The Human Genome Project, completed in 2003 by an international consortium, is
considered one of the most important achievements for mankind in the 21st century [1]. With …

Sequence—evolution—function: computational approaches in comparative genomics

E Koonin, MY Galperin - 2002 - books.google.com
Sequence-Evolution-Function is an introduction to the computational approaches that play a
critical role in the emerging new branch of biology known as functional genomics. The book …