A. Goldenberg
发表
Marzyeh Ghassemi,
Nicolas Papernot,
Anna Goldenberg,
2020,
FAccT.
David C. Kale,
S. Saria,
A. Goldenberg,
2019,
Nature Medicine.
A. Goldenberg,
Ladislav Rampášek,
2018,
Cell.
Orion J. Buske,
Derek Y. Chiang,
Eric J. M. Smith,
2013,
Genome research.
David Duvenaud,
Chun-Hao Chang,
Elliot Creager,
2018,
ICLR.
David Duvenaud,
Shalmali Joshi,
Anna Goldenberg,
2020,
ArXiv.
Andrew W. Moore,
Anna Goldenberg,
A. Moore,
2007
.
A. Goldenberg,
John Quackenbush,
A. Beck,
2015,
bioRxiv.
Trevor Hastie,
Joelle Pineau,
Robert Tibshirani,
2020,
Nature.
Petr Smirnov,
Anna Goldenberg,
Benjamin Haibe-Kains,
2017,
1706.08203.
A. Goldenberg,
B. Mulsant,
A. Voineskos,
2018,
Neuropsychopharmacology.
A. Goldenberg,
J. Olson,
Erwin G. Van Meir,
2017,
Cancer cell.
Nicolas Papernot,
V. Suriyakumar,
A. Goldenberg,
2020
.
Q. Morris,
A. Goldenberg,
S. Mostafavi,
2012,
PloS one.
P. Szatmari,
A. Goldenberg,
C. Hawco,
2020,
bioRxiv.
Rajat Singhania,
Dianne Chadwick,
Anna Goldenberg,
2018,
Nature.
A. Goldenberg,
A. Mezlini,
Sudeshna Das,
2020,
bioRxiv.
Michael D. Wilson,
A. Goldenberg,
Mariela Faykoo-Martinez,
2020,
bioRxiv.
Matti Pirinen,
Jukka Corander,
Krister Wennerberg,
2016,
Nature Communications.
Orion J. Buske,
Derek Y. Chiang,
Eric J. M. Smith,
2013
.
A. Goldenberg,
John Quackenbush,
A. Beck,
2017,
F1000Research.
Anna Goldenberg,
Chun-Hao Chang,
Mingjie Mai,
2018,
ArXiv.
A. Goldenberg,
Ladislav Rampášek,
B. Haibe-Kains,
2020,
bioRxiv.
Edoardo M. Airoldi,
Eric P. Xing,
Stephen E. Fienberg,
2006
.
A. Goldenberg,
2004
.
David Duvenaud,
Shalmali Joshi,
Sana Tonekaboni,
2020,
NeurIPS.
John A. Calarco,
Lincoln D. Stein,
Swneke D. Bailey,
2019,
Nature.
A. Goldenberg,
2004
.
Anna Goldenberg,
Abhishek Moturu,
Nipaporn Tewattanarat,
2021,
ArXiv.
A. Goldenberg,
Chun-Hao Chang,
Mingjie Mai,
2019
.
A. Goldenberg,
B. Haibe-Kains,
Y. Li,
2015,
bioRxiv.
Benjamin Haibe-Kains,
Andrew H. Beck,
Leming Shi,
2015,
bioRxiv.
Michael D. Wilson,
A. Goldenberg,
Zhaolei Zhang,
2022,
bioRxiv.
A. Goldenberg,
R. Hegele,
L. Erdman,
2020,
Science Translational Medicine.
Andrew H. Beck,
Zhaleh Safikhani,
John Quackenbush,
2016
.
A. Goldenberg,
H. Cardinal,
A. Orchanian‐Cheff,
2022,
npj Digital Medicine.
Michael D. Wilson,
A. Goldenberg,
L. Erdman,
2022,
bioRxiv.
Benjamin Haibe-Kains,
Andrew H. Beck,
Petr Smirnov,
2016,
Nature.
D. Duvenaud,
A. Goldenberg,
S. Tonekaboni,
2019
.
A. Goldenberg,
Chun-Hao Chang,
R. Caruana,
2021,
2110.15165.
A. Goldenberg,
S. Tonekaboni,
Kopal Garg,
2022,
ArXiv.
Edoardo M. Airoldi,
Stephen E. Fienberg,
Anna Goldenberg,
2009,
Found. Trends Mach. Learn..
Zhuowen Tu,
Bo Wang,
Michael Brudno,
2014,
Nature Methods.
TaeHyung Kim,
Anna Goldenberg,
Adan Valladares-Salgado,
2015,
Bioinform..
Roded Sharan,
Jure Leskovec,
Marinka Zitnik,
2019,
Front. Genet..
A. Goldenberg,
M. Palmert,
Liis Uusküla-Reimand,
2017,
Human molecular genetics.
A. Goldenberg,
Michael D. Taylor,
D. Malkin,
2019,
Journal of Neuro-Oncology.
G. Daley,
A. Goldenberg,
D. Cousminer,
2016,
The Journal of endocrinology.
A. Goldenberg,
S. Mostafavi,
E. Binder,
2019,
Proceedings of the National Academy of Sciences.
Bo Wang,
Jure Leskovec,
Marinka Zitnik,
2018,
Inf. Fusion.
Anna Goldenberg,
Ladislav Rampasek,
A. Goldenberg,
2016,
Cell systems.
Gerald T. Quon,
Anna Goldenberg,
Paul C. Boutros,
2011,
Bioinform..
Benjamin Haibe-Kains,
Anna Goldenberg,
Petr Smirnov,
2019,
Bioinform..
Zhaolei Zhang,
Yue Li,
Ka-Chun Wong,
2014,
Bioinform..
Gary D. Bader,
Reda Alhajj,
Gary D Bader,
2012,
BMC Systems Biology.
Andrew H. Beck,
Zhaleh Safikhani,
Benjamin Haibe-Kains,
2015,
Bioinform..
A. Goldenberg,
B. Haibe-Kains,
Z. Safikhani,
2015,
bioRxiv.
Andrew H. Beck,
A. Goldenberg,
John Quackenbush,
2015,
bioRxiv.
Suchi Saria,
Anna Goldenberg,
S. Saria,
2015,
IEEE Intelligent Systems.
Andrew H. Beck,
A. Goldenberg,
John Quackenbush,
2016,
Nature.
Petr Smirnov,
Anna Goldenberg,
Wail Ba-Alawi,
2019,
Cancer research.
Petr Smirnov,
Anna Goldenberg,
Arvind Singh Mer,
2018,
bioRxiv.
A. Goldenberg,
K. Aldape,
G. Zadeh,
2017,
The Journal of molecular diagnostics : JMD.
Incorporating networks in a probabilistic graphical model to find drivers for complex human diseases
Anna Goldenberg,
Aziz M. Mezlini,
A. Goldenberg,
2017,
PLoS Comput. Biol..
Combining exome and gene expression datasets in one graphical model of disease to empower the discovery of disease mechanisms
pdf
Anna Goldenberg,
Aziz M. Mezlini,
Fabio Fuligni,
2015,
ArXiv.
Anna Goldenberg,
Quaid Morris,
Bo Wang,
2013,
PloS one.
Steven J. M. Jones,
Benjamin J. Raphael,
Mark D. M. Leiserson,
2017,
Cancer cell.
J. McPherson,
A. Goldenberg,
M. Minden,
2018,
Nature.
A. Goldenberg,
Ladislav Rampášek,
B. Haibe-Kains,
2020,
npj Precision Oncology.
John A. Calarco,
Lincoln D. Stein,
Swneke D. Bailey,
2019,
Nature.
A. Goldenberg,
Ladislav Rampášek,
Benjamin Haibe-Kains,
2021,
Science Translational Medicine.
R. Caruana,
A. Goldenberg,
C. Chang,
2021,
ICLR.
Laleh Soltan Ghoraie,
Gary D. Bader,
Gary D Bader,
2016,
bioRxiv.
Making Sense of the Robotized Pandemic Response: A Comparison of Global and Canadian Robot Deployments and Success Factors
pdf
Angela P. Schoellig,
Steven L. Waslander,
G. Nejat,
2020,
ArXiv.
A. Goldenberg,
J. Khan,
Jun S. Wei,
2021,
JCO precision oncology.
Quaid Morris,
Sara Mostafavi,
Anna Goldenberg,
2011,
Methods in molecular biology.
Anna Goldenberg,
Angeline Yasodhara,
Mamatha Bhat,
2018,
ArXiv.
Anna Goldenberg,
Shalmali Joshi,
Sana Tonekaboni,
2019,
MLHC.
Galit Shmueli,
Anna Goldenberg,
Stephen E Fienberg,
2002,
Proceedings of the National Academy of Sciences of the United States of America.
Anna Goldenberg,
Lauren Erdman,
Brian M Feldman,
2018,
Rheumatic diseases clinics of North America.
Peter Szolovits,
Anna Goldenberg,
Marzyeh Ghassemi,
2021,
CHIL.
A. Goldenberg,
Ladislav Rampášek,
B. Haibe-Kains,
2020,
NPJ precision oncology.
Anna Goldenberg,
Sara Mostafavi,
Michael S. Kobor,
2016,
ArXiv.
Anna Goldenberg,
Danny Eytan,
Sana Tonekaboni,
2021,
ICLR.
A. Goldenberg,
L. Erdman,
Lawrence F. Lau,
2021,
Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society.
Anna Goldenberg,
Daniel Hidru,
A. Goldenberg,
2014,
ArXiv.
A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data
pdf
Peter Szolovits,
University of Toronto,
MIT,
2020,
ArXiv.
A. Goldenberg,
M. Ghassemi,
Abhishek Pratap,
2021,
JMIR formative research.
Andrew H. Beck,
A. Goldenberg,
John Quackenbush,
2016,
Nature.
Michael Brudno,
Anna Goldenberg,
Danny Eytan,
2018,
MLHC.
A. Goldenberg,
John Quackenbush,
A. Beck,
2016,
Nature.
Anna Goldenberg,
Bo Wang,
Ashley Spann,
2020,
Hepatology.
Anna Goldenberg,
Chun-Hao Chang,
Mingjie Mai,
2019,
ICML.
Benjamin Haibe-Kains,
Anna Goldenberg,
George Alexandru Adam,
2020,
MLHC.
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks
pdf
Anna Goldenberg,
Michael C. Hughes,
Marzyeh Ghassemi,
2019,
MLHC.
A. Goldenberg,
V. Dong,
Amirhossein Azhie,
2020,
Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society.
Anna Goldenberg,
Lauren Erdman,
Suzanne D Vernon,
2018,
Epigenomics.
Anna Goldenberg,
Andrew W. Moore,
A. Moore,
2005,
LinkKDD '05.
Anna Goldenberg,
Andrew W. Moore,
A. Moore,
2004,
ICML.
A. Goldenberg,
D. Eytan,
S. Tonekaboni,
2022,
CHIL.
Anna Goldenberg,
Shalmali Joshi,
Mjaye Mazwi,
2020,
J. Am. Medical Informatics Assoc..
Mandy Rickard,
Michael Brudno,
Anna Goldenberg,
2020,
MICCAI.
Laleh Soltan Ghoraie,
Benjamin Haibe-Kains,
Gary D Bader,
2017,
Cancer research.
A. Goldenberg,
G. Sebastiani,
J. Kwong,
2020
.
Rich Caruana,
Anna Goldenberg,
Chun-Hao Chang,
2020,
KDD.
David Duvenaud,
Anna Goldenberg,
Chun-Hao Chang,
2018,
ArXiv.
A. Goldenberg,
M. Ghassemi,
Abhishek Pratap,
2021
.
A. Goldenberg,
G. Kang,
A. Racine‐Poon,
2017,
American journal of human biology : the official journal of the Human Biology Council.
Anna Goldenberg,
Chun-Hao Chang,
George Alexandru Adam,
2021,
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
Anna Goldenberg,
A. Goldenberg,
2022
.
David C. Kale,
S. Saria,
A. Goldenberg,
2019,
Nature Medicine.
Anna Goldenberg,
Chun-Hao Chang,
Ladislav Rampásek,
2017,
ArXiv.
Sercan Ö. Arik,
A. Goldenberg,
Tomas Pfister,
2022,
AISTATS.
Benjamin Haibe-Kains,
Leming Shi,
Petr Smirnov,
2016,
bioRxiv.
A. Goldenberg,
John Quackenbush,
B. Haibe-Kains,
2022
.
A. Goldenberg,
John Quackenbush,
B. Haibe-Kains,
2016
.
Suleiman A. Khan,
Michael A. Goren,
Donna E. Dillenberger,
2016,
Nature Communications.
Michael Brudno,
Anna Goldenberg,
Quaid Morris,
2011,
Pacific Symposium on Biocomputing.
Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation
pdf
Marzyeh Ghassemi,
Anna Goldenberg,
Michael C. Hughes,
2018,
ArXiv.
Anna Goldenberg,
Abhishek Moturu,
Alex Chang,
2020,
ArXiv.
Bo Wang,
Lin Huang,
Yuke Zhu,
2017,
PLoS Comput. Biol..
Q. Morris,
A. Goldenberg,
S. Mostafavi,
2011,
Bioinform..
Rich Caruana,
Anna Goldenberg,
George Alexandru Adam,
2021,
ArXiv.
Z. Tu,
A. Goldenberg,
M. Fiume,
2014,
Nature Methods.
A. Goldenberg,
J. Olson,
Erwin G. Van Meir,
2022
.
Incorporating networks in a probabilistic graphical model to find drivers for complex human diseases
A. Goldenberg,
A. Mezlini,
2017,
PLoS Comput. Biol..
David C. Kale,
Dave C. Kale,
S. Saria,
2019,
Nature Medicine.
R. Caruana,
A. Goldenberg,
C. Chang,
2021,
ICLR.
Anna Goldenberg,
Paul Nguyen,
Timothy P. Hanna,
2019,
ArXiv.
Jeremy Kubica,
Anna Goldenberg,
Paul Komarek,
2003
.
Andrew W. Moore,
Anna Goldenberg,
A. Moore,
2003
.
Anna Goldenberg,
Michael C. Hughes,
Marzyeh Ghassemi,
2019
.
A. Goldenberg,
K. Aldape,
G. Zadeh,
2017,
The Journal of molecular diagnostics : JMD.
A. Goldenberg,
Ka-chun Wong,
Zhaolei Zhang,
2014,
Bioinform..
Bernard Ng,
Daniel Cole,
Sara Mostafavi,
2018,
bioRxiv.
Marzyeh Ghassemi,
Chloé Pou-Prom,
Bret Nestor,
2020,
MLHC.