Accueil
Daniel Malinsky
Daniel Malinsky
Affiliations
Johns Hopkins University, Department of Computer Science, Baltimore, MD USA.
Publications (15)
A Potential Outcomes Calculus for Identifying Conditional Path-Specific Effects.
Proceedings of machine learning research
Avec:
Daniel Malinsky
,
Ilya Shpitser
,
Thomas Richardson
Mapping Alveolar Oxygen Partial Pressure in COPD Using Hyperpolarized Helium-3: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study.
Tomography (Ann Arbor, Mich.)
Avec:
Naz P Taskiran
,
Grant T Hiura
,
Xuzhe Zhang
,
R Graham Barr
,
Stephen M Dashnaw
,
Eric A Hoffman
,
Daniel Malinsky
,
Elizabeth C Oelsner
,
Martin R Prince
,
Benjamin M Smith
,
Yanping Sun
,
Yifei Sun
,
Jim M Wild
,
Wei Shen
,
Emlyn W Hughes
Semiparametric Inference for Nonmonotone Missing-Not-at-Random Data: The No Self-Censoring Model.
Journal of the American Statistical Association
Avec:
Daniel Malinsky
,
Ilya Shpitser
,
Eric J Tchetgen Tchetgen
Critical interactions between race and the highly granular area deprivation index in liver transplant evaluation.
Clinical transplantation
Avec:
Alexandra T Strauss
,
Eric Moughames
,
John W Jackson
,
Daniel Malinsky
,
Dorry L Segev
,
James P Hamilton
,
Jacqueline Garonzik-Wang
,
Ahmet Gurakar
,
Andrew Cameron
,
Lorraine Dean
,
Eili Klein
,
Scott Levin
,
Tanjala S Purnell
Learning Optimal Fair Policies.
Proceedings of machine learning research
Avec:
Razieh Nabi
,
Daniel Malinsky
,
Ilya Shpitser
Learning the Structure of a Nonstationary Vector Autoregression.
Proceedings of machine learning research
Avec:
Daniel Malinsky
,
Peter Spirtes
Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans.
Thorax
Avec:
Elsa D Angelini
,
Jie Yang
,
Pallavi P Balte
,
Eric A Hoffman
,
Ani W Manichaikul
,
Yifei Sun
,
Wei Shen
,
John H M Austin
,
Norrina B Allen
,
Eugene R Bleecker
,
Russell Bowler
,
Michael H Cho
,
Christopher S Cooper
,
David Couper
,
Mark T Dransfield
,
Christine Kim Garcia
,
MeiLan K Han
,
Nadia N Hansel
,
Emlyn Hughes
,
David R Jacobs
,
Silva Kasela
,
Joel Daniel Kaufman
,
John Shinn Kim
,
Tuuli Lappalainen
,
Joao Lima
,
Daniel Malinsky
,
Fernando J Martinez
,
Elizabeth C Oelsner
,
Victor E Ortega
,
Robert Paine
,
Wendy Post
,
Tess D Pottinger
,
Martin R Prince
,
Stephen S Rich
,
Edwin K Silverman
,
Benjamin M Smith
,
Andrew J Swift
,
Karol E Watson
,
Prescott G Woodruff
,
Andrew F Laine
,
R Graham Barr
Peripheral Blood Mononuclear Cell Gene Expression Associated with Pulmonary Microvascular Perfusion: The Multi-Ethnic Study of Atherosclerosis Chronic Obstructive Pulmonary Disease Study.
Annals of the American Thoracic Society
Avec:
Kristina L Buschur
,
Tess D Pottinger
,
Jens Vogel-Claussen
,
Charles A Powell
,
Francois Aguet
,
Norrina B Allen
,
Kristin Ardlie
,
David A Bluemke
,
Peter Durda
,
Emilia A Hermann
,
Eric A Hoffman
,
João A C Lima
,
Yongmei Liu
,
Daniel Malinsky
,
Ani Manichaikul
,
Amin Motahari
,
Wendy S Post
,
Martin R Prince
,
Stephen S Rich
,
Jerome I Rotter
,
Benjamin M Smith
,
Russell P Tracy
,
Karol Watson
,
Hinrich B Winther
,
Tuuli Lappalainen
,
R Graham Barr
Multicenter study of racial and ethnic inequities in liver transplantation evaluation: Understanding mechanisms and identifying solutions.
Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society
Avec:
Alexandra T Strauss
,
Carolyn N Sidoti
,
Tanjala S Purnell
,
Hannah C Sung
,
John W Jackson
,
Scott Levin
,
Vedant S Jain
,
Daniel Malinsky
,
Dorry L Segev
,
James P Hamilton
,
Jacqueline Garonzik-Wang
,
Stephen H Gray
,
Macey L Levan
,
Joseph R Scalea
,
Andrew M Cameron
,
Ahmet Gurakar
,
Ayse P Gurses
Longitudinal patterns of natural hazard exposures and anxiety and depression symptoms among young adults in four low- and middle-income countries.
Scientific reports
Avec:
Ilan Cerna-Turoff
,
Joan A Casey
,
Katherine Keyes
,
Kara E Rudolph
,
Daniel Malinsky
Causal Inference Under Interference And Network Uncertainty.
Uncertainty in artificial intelligence : proceedings of the ... conference. Conference on Uncertainty in Artificial Intelligence
Avec:
Rohit Bhattacharya
,
Daniel Malinsky
,
Ilya Shpitser
Disease-Specific Contribution of Pulvinar Dysfunction to Impaired Emotion Recognition in Schizophrenia.
Frontiers in behavioral neuroscience
Avec:
Antígona Martínez
,
Russell H Tobe
,
Pablo A Gaspar
,
Daniel Malinsky
,
Elisa C Dias
,
Pejman Sehatpour
,
Peter Lakatos
,
Gaurav H Patel
,
Dalton H Bermudez
,
Gail Silipo
,
Daniel C Javitt
Causal determinants of postoperative length of stay in cardiac surgery using causal graphical learning.
The Journal of thoracic and cardiovascular surgery
Avec:
Jaron J R Lee
,
Ranjani Srinivasan
,
Chin Siang Ong
,
Diane Alejo
,
Stefano Schena
,
Ilya Shpitser
,
Marc Sussman
,
Glenn J R Whitman
,
Daniel Malinsky
The Effect of the Earned Income Tax Credit on Physical and Mental health-Results from the Atlanta Paycheck Plus Experiment.
The Milbank quarterly
Avec:
Peter Muennig
,
Daniel W Belsky
,
Daniel Malinsky
,
Kieu-Giang Nguyen
,
Zohn Rosen
,
Heidi Allen
Artificial intelligence-based clinical decision support for liver transplant evaluation and considerations about fairness: A qualitative study.
Hepatology communications
Avec:
Alexandra T Strauss
,
Carolyn N Sidoti
,
Hannah C Sung
,
Vedant S Jain
,
Harold Lehmann
,
Tanjala S Purnell
,
John W Jackson
,
Daniel Malinsky
,
James P Hamilton
,
Jacqueline Garonzik-Wang
,
Stephen H Gray
,
Macey L Levan
,
Jeremiah S Hinson
,
Ayse P Gurses
,
Ahmet Gurakar
,
Dorry L Segev
,
Scott Levin
Réseau de co-auteurs
Ilya Shpitser
5 collaborations
R Graham Barr
3 collaborations
Eric A Hoffman
3 collaborations
Martin R Prince
3 collaborations
Benjamin M Smith
3 collaborations
Alexandra T Strauss
3 collaborations
John W Jackson
3 collaborations
Dorry L Segev
3 collaborations
James P Hamilton
3 collaborations
Jacqueline Garonzik-Wang
3 collaborations
Ahmet Gurakar
3 collaborations
Scott Levin
3 collaborations
Tanjala S Purnell
3 collaborations
Elizabeth C Oelsner
2 collaborations
Yifei Sun
2 collaborations
Wei Shen
2 collaborations
Norrina B Allen
2 collaborations
Tuuli Lappalainen
2 collaborations
Tess D Pottinger
2 collaborations
Stephen S Rich
2 collaborations
Carolyn N Sidoti
2 collaborations
Hannah C Sung
2 collaborations
Vedant S Jain
2 collaborations
Stephen H Gray
2 collaborations
Macey L Levan
2 collaborations
Ayse P Gurses
2 collaborations
Thomas Richardson
1 collaboration
Naz P Taskiran
1 collaboration
Grant T Hiura
1 collaboration
Xuzhe Zhang
1 collaboration
Stephen M Dashnaw
1 collaboration
Yanping Sun
1 collaboration
Jim M Wild
1 collaboration
Emlyn W Hughes
1 collaboration
Eric J Tchetgen Tchetgen
1 collaboration
Eric Moughames
1 collaboration
Andrew Cameron
1 collaboration
Lorraine Dean
1 collaboration
Eili Klein
1 collaboration
Razieh Nabi
1 collaboration
Peter Spirtes
1 collaboration
Elsa D Angelini
1 collaboration
Jie Yang
1 collaboration
Pallavi P Balte
1 collaboration
Ani W Manichaikul
1 collaboration
John H M Austin
1 collaboration
Eugene R Bleecker
1 collaboration
Russell Bowler
1 collaboration
Michael H Cho
1 collaboration
Christopher S Cooper
1 collaboration
David Couper
1 collaboration
Mark T Dransfield
1 collaboration
Christine Kim Garcia
1 collaboration
MeiLan K Han
1 collaboration
Nadia N Hansel
1 collaboration
Emlyn Hughes
1 collaboration
David R Jacobs
1 collaboration
Silva Kasela
1 collaboration
Joel Daniel Kaufman
1 collaboration
John Shinn Kim
1 collaboration
Joao Lima
1 collaboration
Fernando J Martinez
1 collaboration
Victor E Ortega
1 collaboration
Robert Paine
1 collaboration
Wendy Post
1 collaboration
Edwin K Silverman
1 collaboration
Andrew J Swift
1 collaboration
Karol E Watson
1 collaboration
Prescott G Woodruff
1 collaboration
Andrew F Laine
1 collaboration
Kristina L Buschur
1 collaboration
Jens Vogel-Claussen
1 collaboration
Charles A Powell
1 collaboration
Francois Aguet
1 collaboration
Kristin Ardlie
1 collaboration
David A Bluemke
1 collaboration
Peter Durda
1 collaboration
Emilia A Hermann
1 collaboration
João A C Lima
1 collaboration
Yongmei Liu
1 collaboration
Ani Manichaikul
1 collaboration
Amin Motahari
1 collaboration
Wendy S Post
1 collaboration
Jerome I Rotter
1 collaboration
Russell P Tracy
1 collaboration
Karol Watson
1 collaboration
Hinrich B Winther
1 collaboration
Joseph R Scalea
1 collaboration
Andrew M Cameron
1 collaboration
Ilan Cerna-Turoff
1 collaboration
Joan A Casey
1 collaboration
Katherine Keyes
1 collaboration
Kara E Rudolph
1 collaboration
Rohit Bhattacharya
1 collaboration
Antígona Martínez
1 collaboration
Russell H Tobe
1 collaboration
Pablo A Gaspar
1 collaboration
Elisa C Dias
1 collaboration
Pejman Sehatpour
1 collaboration
Peter Lakatos
1 collaboration
Gaurav H Patel
1 collaboration
Dalton H Bermudez
1 collaboration
Gail Silipo
1 collaboration
Daniel C Javitt
1 collaboration
Jaron J R Lee
1 collaboration
Ranjani Srinivasan
1 collaboration
Chin Siang Ong
1 collaboration
Diane Alejo
1 collaboration
Stefano Schena
1 collaboration
Marc Sussman
1 collaboration
Glenn J R Whitman
1 collaboration
Peter Muennig
1 collaboration
Daniel W Belsky
1 collaboration
Kieu-Giang Nguyen
1 collaboration
Zohn Rosen
1 collaboration
Heidi Allen
1 collaboration
Harold Lehmann
1 collaboration
Jeremiah S Hinson
1 collaboration