David Ohlssen

Affiliations

Novartis Pharmaceutical Company, East Hanover, New Jersey, USA.

Publications (9)

Methodology for Good Machine Learning with Multi-Omics Data.

Clinical pharmacology and therapeutics

Avec: Thibaud Coroller , Berkman Sahiner , Anup Amatya , Alexej Gossmann , Konstantinos Karagiannis , Conor Moloney , Ravi K Samala , Luis Santana-Quintero , Nadia Solovieff , Craig Wang , Laleh Amiri-Kordestani , Qian Cao , Kenny H Cha , Rosane Charlab , Frank H Cross , Tingting Hu , Ruihao Huang , Jeffrey Kraft , Peter Krusche , Yutong Li , Zheng Li , Ilya Mazo , Rahul Paul , Susan Schnakenberg , Paolo Serra , Sean Smith , Chi Song , Fei Su , Mohit Tiwari , Colin Vechery , Xin Xiong , Juan Pablo Zarate , Hao Zhu , Arunava Chakravartty , Qi Liu , David Ohlssen , Nicholas Petrick , Julie A Schneider , Mark Walderhaug , Emmanuel Zuber

Sequential knockoffs for continuous and categorical predictors: With application to a large psoriatic arthritis clinical trial pool.

Statistics in medicine

Avec: Matthias Kormaksson , Luke J Kelly , Xuan Zhu , Sibylle Haemmerle , Luminita Pricop , David Ohlssen

Using knockoffs for controlled predictive biomarker identification.

Statistics in medicine

Avec: Konstantinos Sechidis , Matthias Kormaksson , David Ohlssen

Risk scoring for time to end-stage knee osteoarthritis: data from the Osteoarthritis Initiative.

Osteoarthritis and cartilage

Avec: R Dunn , J Greenhouse , D James , D Ohlssen , P Mesenbrink

Comparing algorithms for characterizing treatment effect heterogeneity in randomized trials.

Biometrical journal. Biometrische Zeitschrift

Avec: Sophie Sun , Konstantinos Sechidis , Yao Chen , Jiarui Lu , Chong Ma , Ardalan Mirshani , David Ohlssen , Marc Vandemeulebroecke , Björn Bornkamp

Predicting subgroup treatment effects for a new study: Motivations, results and learnings from running a data challenge in a pharmaceutical corporation.

Pharmaceutical statistics

Avec: Björn Bornkamp , Silvia Zaoli , Michela Azzarito , Ruvie Martin , Carsten Philipp Müller , Conor Moloney , Giulia Capestro , David Ohlssen , Mark Baillie

All that Glitters Is not Gold: Type-I Error Controlled Variable Selection from Clinical Trial Data.

Clinical pharmacology and therapeutics

Avec: Manuela R Zimmermann , Mark Baillie , Matthias Kormaksson , David Ohlssen , Konstantinos Sechidis

A deep learning approach to private data sharing of medical images using conditional generative adversarial networks (GANs).

PloS one

Avec: Hanxi Sun , Jason Plawinski , Sajanth Subramaniam , Amir Jamaludin , Timor Kadir , Aimee Readie , Gregory Ligozio , David Ohlssen , Mark Baillie , Thibaud Coroller

A framework for longitudinal latent factor modelling of treatment response in clinical trials with applications to Psoriatic Arthritis and Rheumatoid Arthritis.

Journal of biomedical informatics

Avec: Fabian Falck , Xuan Zhu , Sahra Ghalebikesabi , Matthias Kormaksson , Marc Vandemeulebroecke , Cong Zhang , Ruvie Martin , Stephen Gardiner , Chun Hei Kwok , Dominique M West , Luis Santos , Chengeng Tian , Yu Pang , Aimee Readie , Gregory Ligozio , Kunal K Gandhi , Tom Nichols , Ann-Marie Mallon , Luke Kelly , David Ohlssen , George Nicholson

Réseau de co-auteurs

Matthias Kormaksson 4 collaborations

Konstantinos Sechidis 3 collaborations

Mark Baillie 3 collaborations

Thibaud Coroller 2 collaborations

Conor Moloney 2 collaborations

Xuan Zhu 2 collaborations

Marc Vandemeulebroecke 2 collaborations

Björn Bornkamp 2 collaborations

Ruvie Martin 2 collaborations

Aimee Readie 2 collaborations

Gregory Ligozio 2 collaborations

Berkman Sahiner 1 collaboration

Anup Amatya 1 collaboration

Alexej Gossmann 1 collaboration

Konstantinos Karagiannis 1 collaboration

Ravi K Samala 1 collaboration

Luis Santana-Quintero 1 collaboration

Nadia Solovieff 1 collaboration

Craig Wang 1 collaboration

Laleh Amiri-Kordestani 1 collaboration

Qian Cao 1 collaboration

Kenny H Cha 1 collaboration

Rosane Charlab 1 collaboration

Frank H Cross 1 collaboration

Tingting Hu 1 collaboration

Ruihao Huang 1 collaboration

Jeffrey Kraft 1 collaboration

Peter Krusche 1 collaboration

Yutong Li 1 collaboration

Zheng Li 1 collaboration

Ilya Mazo 1 collaboration

Rahul Paul 1 collaboration

Susan Schnakenberg 1 collaboration

Paolo Serra 1 collaboration

Sean Smith 1 collaboration

Chi Song 1 collaboration

Fei Su 1 collaboration

Mohit Tiwari 1 collaboration

Colin Vechery 1 collaboration

Xin Xiong 1 collaboration

Juan Pablo Zarate 1 collaboration

Hao Zhu 1 collaboration

Arunava Chakravartty 1 collaboration

Qi Liu 1 collaboration

Nicholas Petrick 1 collaboration

Julie A Schneider 1 collaboration

Mark Walderhaug 1 collaboration

Emmanuel Zuber 1 collaboration

Luke J Kelly 1 collaboration

Sibylle Haemmerle 1 collaboration

Luminita Pricop 1 collaboration

R Dunn 1 collaboration

J Greenhouse 1 collaboration

D James 1 collaboration

D Ohlssen 1 collaboration

P Mesenbrink 1 collaboration

Sophie Sun 1 collaboration

Yao Chen 1 collaboration

Jiarui Lu 1 collaboration

Chong Ma 1 collaboration

Ardalan Mirshani 1 collaboration

Silvia Zaoli 1 collaboration

Michela Azzarito 1 collaboration

Carsten Philipp Müller 1 collaboration

Giulia Capestro 1 collaboration

Manuela R Zimmermann 1 collaboration

Hanxi Sun 1 collaboration

Jason Plawinski 1 collaboration

Sajanth Subramaniam 1 collaboration

Amir Jamaludin 1 collaboration

Timor Kadir 1 collaboration

Fabian Falck 1 collaboration

Sahra Ghalebikesabi 1 collaboration

Cong Zhang 1 collaboration

Stephen Gardiner 1 collaboration

Chun Hei Kwok 1 collaboration

Dominique M West 1 collaboration

Luis Santos 1 collaboration

Chengeng Tian 1 collaboration

Yu Pang 1 collaboration

Kunal K Gandhi 1 collaboration

Tom Nichols 1 collaboration

Ann-Marie Mallon 1 collaboration

Luke Kelly 1 collaboration

George Nicholson 1 collaboration