Jan Freyberg

Affiliations

Google Research, Mountain View, CA, USA.

Publications (11)

Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.

Nature biomedical engineering

Avec: Shekoofeh Azizi , Laura Culp , Jan Freyberg , Basil Mustafa , Sebastien Baur , Simon Kornblith , Ting Chen , Nenad Tomasev , Jovana Mitrović , Patricia Strachan , S Sara Mahdavi , Ellery Wulczyn , Boris Babenko , Megan Walker , Aaron Loh , Po-Hsuan Cameron Chen , Yuan Liu , Pinal Bavishi , Scott Mayer McKinney , Jim Winkens , Abhijit Guha Roy , Zach Beaver , Fiona Ryan , Justin Krogue , Mozziyar Etemadi , Umesh Telang , Yun Liu , Lily Peng , Greg S Corrado , Dale R Webster , David Fleet , Geoffrey Hinton , Neil Houlsby , Alan Karthikesalingam , Mohammad Norouzi , Vivek Natarajan

Detecting shortcut learning for fair medical AI using shortcut testing.

Nature communications

Avec: Alexander Brown , Nenad Tomasev , Jan Freyberg , Yuan Liu , Alan Karthikesalingam , Jessica Schrouff

Low-density lipoprotein cholesterol and risk of COPD: Copenhagen General Population Study.

ERJ open research

Avec: Josefine Freyberg , Eskild M Landt , Shoaib Afzal , Børge G Nordestgaard , Morten Dahl

The EPINetz Twitter Politicians Dataset 2021. A New Resource for the Study of the German Twittersphere and Its Application for the 2021 Federal Elections.

Politische Vierteljahresschrift

Avec: Tim König , Wolf J Schünemann , Alexander Brand , Julian Freyberg , Michael Gertz

The association between self-reported physical activity and objective measures of physical activity in participants with newly diagnosed bipolar disorder, unaffected relatives, and healthy individuals.

Nordic journal of psychiatry

Avec: Josefine Freyberg , Søren Brage , Lars Vedel Kessing , Maria Faurholt-Jepsen

Effects of cannabidiol on brain excitation and inhibition systems; a randomised placebo-controlled single dose trial during magnetic resonance spectroscopy in adults with and without autism spectrum disorder.

Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology

Avec: Charlotte Marie Pretzsch , Jan Freyberg , Bogdan Voinescu , David Lythgoe , Jamie Horder , Maria Andreina Mendez , Robert Wichers , Laura Ajram , Glynis Ivin , Martin Heasman , Richard A E Edden , Steven Williams , Declan G M Murphy , Eileen Daly , Gráinne M McAlonan

Differences in psychomotor activity and heart rate variability in patients with newly diagnosed bipolar disorder, unaffected relatives, and healthy individuals.

Journal of affective disorders

Avec: Josefine Freyberg , Søren Brage , Lars Vedel Kessing , Maria Faurholt-Jepsen

Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions.

Medical image analysis

Avec: Abhijit Guha Roy , Jie Ren , Shekoofeh Azizi , Aaron Loh , Vivek Natarajan , Basil Mustafa , Nick Pawlowski , Jan Freyberg , Yuan Liu , Zach Beaver , Nam Vo , Peggy Bui , Samantha Winter , Patricia MacWilliams , Greg S Corrado , Umesh Telang , Yun Liu , Taylan Cemgil , Alan Karthikesalingam , Balaji Lakshminarayanan , Jim Winkens

Database selection and data gathering methods in systematic reviews of qualitative research regarding diabetes mellitus - an explorative study.

BMC medical research methodology

Avec: Tobias Justesen , Josefine Freyberg , Anders N Ø Schultz

[Clinical implications of falsely elevated prostate-specific antigen].

Ugeskrift for laeger

Avec: Josefine Freyberg , Hiba Iraqi , Thomas Helgstrand , Redas Trepiakas , Esther Agnete Jensen

Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians.

Nature medicine

Avec: Krishnamurthy Dj Dvijotham , Jim Winkens , Melih Barsbey , Sumedh Ghaisas , Robert Stanforth , Nick Pawlowski , Patricia Strachan , Zahra Ahmed , Shekoofeh Azizi , Yoram Bachrach , Laura Culp , Mayank Daswani , Jan Freyberg , Christopher Kelly , Atilla Kiraly , Timo Kohlberger , Scott McKinney , Basil Mustafa , Vivek Natarajan , Krzysztof Geras , Jan Witowski , Zhi Zhen Qin , Jacob Creswell , Shravya Shetty , Marcin Sieniek , Terry Spitz , Greg Corrado , Pushmeet Kohli , Taylan Cemgil , Alan Karthikesalingam

Réseau de co-auteurs

Josefine Freyberg 5 collaborations

Alan Karthikesalingam 4 collaborations

Shekoofeh Azizi 3 collaborations

Basil Mustafa 3 collaborations

Yuan Liu 3 collaborations

Jim Winkens 3 collaborations

Vivek Natarajan 3 collaborations

Laura Culp 2 collaborations

Nenad Tomasev 2 collaborations

Patricia Strachan 2 collaborations

Aaron Loh 2 collaborations

Abhijit Guha Roy 2 collaborations

Zach Beaver 2 collaborations

Umesh Telang 2 collaborations

Yun Liu 2 collaborations

Greg S Corrado 2 collaborations

Søren Brage 2 collaborations

Lars Vedel Kessing 2 collaborations

Maria Faurholt-Jepsen 2 collaborations

Nick Pawlowski 2 collaborations

Taylan Cemgil 2 collaborations

Sebastien Baur 1 collaboration

Simon Kornblith 1 collaboration

Ting Chen 1 collaboration

Jovana Mitrović 1 collaboration

S Sara Mahdavi 1 collaboration

Ellery Wulczyn 1 collaboration

Boris Babenko 1 collaboration

Megan Walker 1 collaboration

Po-Hsuan Cameron Chen 1 collaboration

Pinal Bavishi 1 collaboration

Scott Mayer McKinney 1 collaboration

Fiona Ryan 1 collaboration

Justin Krogue 1 collaboration

Mozziyar Etemadi 1 collaboration

Lily Peng 1 collaboration

Dale R Webster 1 collaboration

David Fleet 1 collaboration

Geoffrey Hinton 1 collaboration

Neil Houlsby 1 collaboration

Mohammad Norouzi 1 collaboration

Alexander Brown 1 collaboration

Jessica Schrouff 1 collaboration

Eskild M Landt 1 collaboration

Shoaib Afzal 1 collaboration

Børge G Nordestgaard 1 collaboration

Morten Dahl 1 collaboration

Tim König 1 collaboration

Wolf J Schünemann 1 collaboration

Alexander Brand 1 collaboration

Julian Freyberg 1 collaboration

Michael Gertz 1 collaboration

Charlotte Marie Pretzsch 1 collaboration

Bogdan Voinescu 1 collaboration

David Lythgoe 1 collaboration

Jamie Horder 1 collaboration

Maria Andreina Mendez 1 collaboration

Robert Wichers 1 collaboration

Laura Ajram 1 collaboration

Glynis Ivin 1 collaboration

Martin Heasman 1 collaboration

Richard A E Edden 1 collaboration

Steven Williams 1 collaboration

Declan G M Murphy 1 collaboration

Eileen Daly 1 collaboration

Gráinne M McAlonan 1 collaboration

Jie Ren 1 collaboration

Nam Vo 1 collaboration

Peggy Bui 1 collaboration

Samantha Winter 1 collaboration

Patricia MacWilliams 1 collaboration

Balaji Lakshminarayanan 1 collaboration

Tobias Justesen 1 collaboration

Anders N Ø Schultz 1 collaboration

Hiba Iraqi 1 collaboration

Thomas Helgstrand 1 collaboration

Redas Trepiakas 1 collaboration

Esther Agnete Jensen 1 collaboration

Krishnamurthy Dj Dvijotham 1 collaboration

Melih Barsbey 1 collaboration

Sumedh Ghaisas 1 collaboration

Robert Stanforth 1 collaboration

Zahra Ahmed 1 collaboration

Yoram Bachrach 1 collaboration

Mayank Daswani 1 collaboration

Christopher Kelly 1 collaboration

Atilla Kiraly 1 collaboration

Timo Kohlberger 1 collaboration

Scott McKinney 1 collaboration

Krzysztof Geras 1 collaboration

Jan Witowski 1 collaboration

Zhi Zhen Qin 1 collaboration

Jacob Creswell 1 collaboration

Shravya Shetty 1 collaboration

Marcin Sieniek 1 collaboration

Terry Spitz 1 collaboration

Greg Corrado 1 collaboration

Pushmeet Kohli 1 collaboration