Boris Pfahringer

Affiliations

Deutsches Herzzentrum der Charité (DHZC), Centre for Cardiovascular Telemedicine, Berlin, Germany.

Publications (6)

Systematic Assessment of Shock Severity in Postoperative Cardiac Surgery Patients.

Journal of the American College of Cardiology

Avec: Tobias Roeschl , Nils Hinrichs , Matthias Hommel , Boris Pfahringer , Felix Balzer , Volkmar Falk , Benjamin O'Brien , Sascha Christoph Ott , Evgenij Potapov , Felix Schoenrath , Alexander Meyer

Showcasing the TAIAO project: providing resources for machine learning from images of New Zealand's natural environment.

Journal of the Royal Society of New Zealand

Avec: Nick Lim , Albert Bifet , Daniel Bull , Eibe Frank , Yunzhe Jia , Jacob Montiel , Bernhard Pfahringer

Deep-learning-based real-time prediction of acute kidney injury outperforms human predictive performance.

NPJ digital medicine

Avec: Nina Rank , Boris Pfahringer , Jörg Kempfert , Christof Stamm , Titus Kühne , Felix Schoenrath , Volkmar Falk , Carsten Eickhoff , Alexander Meyer

Experiments in cross-domain few-shot learning for image classification.

Journal of the Royal Society of New Zealand

Avec: Hongyu Wang , Henry Gouk , Huon Fraser , Eibe Frank , Bernhard Pfahringer , Michael Mayo , Geoffrey Holmes

Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge.

Medical image analysis

Avec: Matthias Ivantsits , Leonid Goubergrits , Jan-Martin Kuhnigk , Markus Huellebrand , Jan Bruening , Tabea Kossen , Boris Pfahringer , Jens Schaller , Andreas Spuler , Titus Kuehne , Yizhuan Jia , Xuesong Li , Suprosanna Shit , Bjoern Menze , Ziyu Su , Jun Ma , Ziwei Nie , Kartik Jain , Yanfei Liu , Yi Lin , Anja Hennemuth

Using interpretability approaches to update "black-box" clinical prediction models: an external validation study in nephrology.

Artificial intelligence in medicine

Avec: Harry Freitas da Cruz , Boris Pfahringer , Tom Martensen , Frederic Schneider , Alexander Meyer , Erwin Böttinger , Matthieu-P Schapranow

Réseau de co-auteurs

Alexander Meyer 3 collaborations

Volkmar Falk 2 collaborations

Felix Schoenrath 2 collaborations

Eibe Frank 2 collaborations

Bernhard Pfahringer 2 collaborations

Tobias Roeschl 1 collaboration

Nils Hinrichs 1 collaboration

Matthias Hommel 1 collaboration

Felix Balzer 1 collaboration

Benjamin O'Brien 1 collaboration

Sascha Christoph Ott 1 collaboration

Evgenij Potapov 1 collaboration

Nick Lim 1 collaboration

Albert Bifet 1 collaboration

Daniel Bull 1 collaboration

Yunzhe Jia 1 collaboration

Jacob Montiel 1 collaboration

Nina Rank 1 collaboration

Jörg Kempfert 1 collaboration

Christof Stamm 1 collaboration

Titus Kühne 1 collaboration

Carsten Eickhoff 1 collaboration

Hongyu Wang 1 collaboration

Henry Gouk 1 collaboration

Huon Fraser 1 collaboration

Michael Mayo 1 collaboration

Geoffrey Holmes 1 collaboration

Matthias Ivantsits 1 collaboration

Leonid Goubergrits 1 collaboration

Jan-Martin Kuhnigk 1 collaboration

Markus Huellebrand 1 collaboration

Jan Bruening 1 collaboration

Tabea Kossen 1 collaboration

Jens Schaller 1 collaboration

Andreas Spuler 1 collaboration

Titus Kuehne 1 collaboration

Yizhuan Jia 1 collaboration

Xuesong Li 1 collaboration

Suprosanna Shit 1 collaboration

Bjoern Menze 1 collaboration

Ziyu Su 1 collaboration

Jun Ma 1 collaboration

Ziwei Nie 1 collaboration

Kartik Jain 1 collaboration

Yanfei Liu 1 collaboration

Yi Lin 1 collaboration

Anja Hennemuth 1 collaboration

Harry Freitas da Cruz 1 collaboration

Tom Martensen 1 collaboration

Frederic Schneider 1 collaboration

Erwin Böttinger 1 collaboration

Matthieu-P Schapranow 1 collaboration