Article-Journal

Understanding metric-related pitfalls in image analysis validation

Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A Emre Kavur, Tim Rädsch, Carole H Sudre, Laura Acion, Michela Antonelli, Others

Multimodal analysis methods in predictive biomedicine

Arber Qoku, Nikoletta Katsaouni, Nadine Flinner, Florian Buettner, Marcel H Schulz

Better uncertainty calibration via proper scores for classification and beyond

Sebastian Gruber, Florian Buettner

Inflammatory fibroblasts mediate resistance to neoadjuvant therapy in rectal cancer

Adele M Nicolas, Marina Pesic, Esther Engel, Paul K Ziegler, Markus Diefenhardt, Kilian B Kennel, Florian Buettner, Claire Conche, Valentina Petrocelli, Eiman Elwakeel, Others

Single cell analyses identify a highly regenerative and homogenous human CD34+ hematopoietic stem cell population

Fernando Anjos-Afonso, Florian Buettner, Syed a Mian, Hefin Rhys, Jimena Perez-Lloret, Manuel Garcia-Albornoz, Namrata Rastogi, Linda Ariza-McNaughton, Dominique Bonnet

The proteogenomic subtypes of acute myeloid leukemia

Ashok Kumar Jayavelu, Sebastian Wolf, Florian Buettner, Gabriela Alexe, Björn Häupl, Federico Comoglio, Constanze Schneider, Carmen Doebele, Dominik C Fuhrmann, Sebastian Wagner, Others

Hierarchical Domain Invariant Variational Auto-Encoding with weak domain supervision

Xudong Sun, Florian Buettner

Parameterized Temperature Scaling for Boosting the Expressive Power in Post-Hoc Uncertainty Calibration

Christian Tomani, Daniel Cremers, Florian Buettner

Post-hoc Uncertainty Calibration for Domain Drift Scenarios

Christian Tomani, Sebastian Gruber, Muhammed Ebrar Erdem, Daniel Cremers, Florian Buettner

Single-cell RNA-sequencing of differentiating iPS cells reveals dynamic genetic effects on gene expression

Anna SE Cuomo, Daniel D. Seaton, Davis J. McCarthy, Iker Martinez, Marc Jan Bonder, Jose Garcia-Bernardo, Shradha Amatya, Pedro Madrigal, Abigail Isaacson, Florian Buettner