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Michael M. Hoffman
Michael M. Hoffman
Chair and Senior Scientist, University Health Network/Associate Professor, University of Toronto
Verified email at utoronto.ca - Homepage
Title
Cited by
Cited by
Year
An integrated Encyclopedia of DNA Elements in the human genome
ENCODE Project Consortium
Nature 489 (7414), 57-74, 2012
173342012
Sequence and comparative analysis of the chicken genome provide unique perspectives on vertebrate evolution
International Chicken Genome Sequencing Consortium
Nature 432 (7018), 695-716, 2004
2964*2004
ChIP-seq guidelines and practices used by the ENCODE and modENCODE consortia
SG Landt, GK Marinov, A Kundaje, P Kheradpour, F Pauli, S Batzoglou, ...
Genome Research 22 (9), 1813-31, 2012
23412012
Opportunities and obstacles for deep learning in biology and medicine
T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ...
Journal of the royal society interface 15 (141), 20170387, 2018
22532018
A user's guide to the encyclopedia of DNA elements (ENCODE)
ENCODE Project Consortium
PLoS biology 9 (4), e1001046, 2011
8752011
Sensitive tumour detection and classification using plasma cell-free DNA methylomes
SY Shen, R Singhania, G Fehringer, A Chakravarthy, MHA Roehrl, ...
Nature 563 (7732), 579-583, 2018
7972018
Unsupervised pattern discovery in human chromatin structure through genomic segmentation
MM Hoffman, OJ Buske, J Wang, Z Weng, JA Bilmes, WS Noble
Nature Methods 9 (5), 473, 2012
7462012
A user's guide to the encyclopedia of DNA elements (ENCODE)
RM Myers, J Stamatoyannopoulos, M Snyder, I Dunham, RC Hardison, ...
PLoS biology 9 (4), 2011
6832011
Integrative annotation of chromatin elements from ENCODE data
MM Hoffman, J Ernst, SP Wilder, A Kundaje, RS Harris, M Libbrecht, ...
Nucleic Acids Res 41 (2), 827-841, 2013
6242013
Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities
M Zitnik, F Nguyen, B Wang, J Leskovec, A Goldenberg, MM Hoffman
Information Fusion 50, 71-91, 2019
5922019
Comparative analysis of metazoan chromatin organization
JWK Ho, YL Jung, T Liu, BH Alver, S Lee, K Ikegami, KA Sohn, A Minoda, ...
Nature 512 (7515), 449-452, 2014
4292014
Transparency and reproducibility in artificial intelligence
B Haibe-Kains, GA Adam, A Hosny, F Khodakarami, ...
Nature 586 (7829), E14-E16, 2020
4152020
Metrics reloaded: recommendations for image analysis validation
L Maier-Hein, A Reinke, P Godau, MD Tizabi, F Buettner, E Christodoulou, ...
Nature methods 21 (2), 195-212, 2024
275*2024
Classification and interaction in random forests
D Denisko, MM Hoffman
Proceedings of the National Academy of Sciences 115 (8), 1690-1692, 2018
2742018
TRIPOD+ AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
GS Collins, KGM Moons, P Dhiman, RD Riley, AL Beam, B Van Calster, ...
bmj 385, 2024
2552024
Extending reference assembly models
DM Church, VA Schneider, KM Steinberg, MC Schatz, AR Quinlan, ...
Genome Biol 16, 13, 2015
2012015
Common limitations of image processing metrics: A picture story
A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ...
arXiv preprint arXiv:2104.05642, 2021
1982021
Reproducibility standards for machine learning in the life sciences
BJ Heil, MM Hoffman, F Markowetz, SI Lee, CS Greene, SC Hicks
Nature Methods 18 (10), 1132-1135, 2021
1872021
GA4GH: International policies and standards for data sharing across genomic research and healthcare
HL Rehm, AJH Page, L Smith, JB Adams, G Alterovitz, LJ Babb, ...
Cell genomics 1 (2), 2021
1852021
AANT: the Amino Acid–Nucleotide Interaction Database
MM Hoffman, MA Khrapov, JC Cox, J Yao, L Tong, AD Ellington
Nucleic Acids Research 32 (Database issue), D174-D181, 2004
1682004
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Articles 1–20