UBS: A Dimension-Agnostic Metric for Concept Vector Interpretability Applied to Radiomics von Yeche, Hugo, Harrison, Justin, Berthier, Tess

Volltext

Dynamic Survival Analysis for Early Event Prediction von Yèche, Hugo, Burger, Manuel, Veshchezerova, Dinara, Rätsch, Gunnar

Volltext bestellen

On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series von Kuznetsova, Rita, Pace, Alizée, Burger, Manuel, Yèche, Hugo, Rätsch, Gunnar

Volltext bestellen

Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding von Pace, Alizée, Yèche, Hugo, Schölkopf, Bernhard, Rätsch, Gunnar, Tennenholtz, Guy

Volltext bestellen

Improving Neural Additive Models with Bayesian Principles von Bouchiat, Kouroche, Immer, Alexander, Yèche, Hugo, Rätsch, Gunnar, Fortuin, Vincent

Volltext bestellen

On the Importance of Clinical Notes in Multi-modal Learning for EHR Data von Husmann, Severin, Yèche, Hugo, Rätsch, Gunnar, Kuznetsova, Rita

Volltext bestellen

Temporal Label Smoothing for Early Event Prediction von Yèche, Hugo, Pace, Alizée, Rätsch, Gunnar, Kuznetsova, Rita

Volltext bestellen

Neighborhood Contrastive Learning Applied to Online Patient Monitoring von Yèche, Hugo, Dresdner, Gideon, Locatello, Francesco, Hüser, Matthias, Rätsch, Gunnar

Volltext bestellen

Towards Foundation Models for Critical Care Time Series von Burger, Manuel, Sergeev, Fedor, Londschien, Malte, Chopard, Daphné, Yèche, Hugo, Gerdes, Eike, Leshetkina, Polina, Morgenroth, Alexander, Babür, Zeynep, Bogojeska, Jasmina, Faltys, Martin, Kuznetsova, Rita, Rätsch, Gunnar

Volltext bestellen

Improving Neural Additive Models with Bayesian Principles von Bouchiat, Kouroche, Immer, Alexander, Yèche, Hugo, Rätsch, Gunnar, tuin, Vincent

Volltext

Dynamic Survival Analysis for Early Event Prediction von Yèche, Hugo, Burger, Manuel, Veshchezerova, Dinara, Rätsch, Gunnar

Volltext

HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data von Yèche, Hugo, Kuznetsova, Rita, Zimmermann, Marc, Hüser, Matthias, Lyu, Xinrui, Faltys, Martin, Rätsch, Gunnar

Volltext bestellen

On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series von Kuznetsova, Rita, Pace, Alizée, Burger, Manuel, Yèche, Hugo, Rätsch, Gunnar

Volltext

Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding von Pace, Alizée, Yèche, Hugo, Schölkopf, Bernhard, Rätsch, Gunnar, Tennenholtz, Guy

Volltext

Temporal Label Smoothing for Early Event Prediction von Yèche, Hugo, Pace, Alizée, Rätsch, Gunnar, Kuznetsova, Rita

Volltext

On the Importance of Clinical Notes in Multi-modal Learning for EHR Data von Husmann, Severin, Yèche, Hugo, Rätsch, Gunnar, Kuznetsova, Rita

Volltext

Neighborhood Contrastive Learning Applied to Online Patient Monitoring von Yèche, Hugo, Dresdner, Gideon, Locatello, Francesco, Hüser, Matthias, Rätsch, Gunnar

Volltext

Towards Foundation Models for Critical Care Time Series von Burger, Manuel, Sergeev, Fedor, Londschien, Malte, Chopard, Daphné, Yèche, Hugo, Gerdes, Eike, Leshetkina, Polina, Morgenroth, Alexander, Babür, Zeynep, Bogojeska, Jasmina, Faltys, Martin, Kuznetsova, Rita, Rätsch, Gunnar

Volltext

HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data von Yèche, Hugo, Kuznetsova, Rita, Zimmermann, Marc, Hüser, Matthias, Lyu, Xinrui, Faltys, Martin, Rätsch, Gunnar

Volltext