Integrating omics and MRI data with kernel-based tests and CNNs to identify rare genetic markers for Alzheimer's disease. - Stefan Konigorski; Shahryar Khorasani; Christoph Lippert (CoRR, 2018)

Development and application of new statistical methods for the analysis of multiple phenotypes to investigate genetic associations with cardiometabolic traits. - Stefan Konigorski (2018)

StudyU: a platform for designing and conducting innovative digital N-of-1 trials. - Stefan Konigorski; Sarah Wernicke; Tamara Slosarek; Alexander M. Zenner; Nils Strelow; Ferenc D. Ruether; Florian Henschel; Manisha Manaswini; Fabian Pottbäcker; Jonathan A. Edelman; Babajide Alamu Owoyele; Matteo Danieletto; et al. (CoRR, 2020)

StudyMe: A New Mobile App for User-Centric N-of-1 Trials. - Alexander M. Zenner; Erwin P. Böttinger; Stefan Konigorski (CoRR, 2021)

Computer-aided interpretation of chest radiography reveals the spectrum of tuberculosis in rural South Africa. - Jana Fehr; Stefan Konigorski; Stephen Olivier; Resign Gunda; Ashmika Surujdeen; Dickman Gareta; Theresa Smit; Kathy Baisley; Sashen Moodley; Yumna Moosa; Willem Hanekom; Olivier Koole; et al. (npj Digit. Medicine, 2021)

Publisher Correction: Computer-aided interpretation of chest radiography reveals the spectrum of tuberculosis in rural South Africa. - Jana Fehr; Stefan Konigorski; Stephen Olivier; Resign Gunda; Ashmika Surujdeen; Dickman Gareta; Theresa Smit; Kathy Baisley; Sashen Moodley; Yumna Moosa; Willem Hanekom; Olivier Koole; et al. (npj Digit. Medicine, 2021)

transferGWAS: GWAS of images using deep transfer learning. - Matthias Kirchler; Stefan Konigorski; Matthias Norden; Christian Meltendorf; Marius Kloft; Claudia Schurmann; Christoph Lippert (Bioinform., 2022)

Anytime-valid inference in N-of-1 trials. - Ivana Malenica; Yongyi Guo; Kyra Gan; Stefan Konigorski (ML4H@NeurIPS, 2023)

Designing and evaluating an online reinforcement learning agent for physical exercise recommendations in N-of-1 trials. - Dominik Meier; Ipek Ensari; Stefan Konigorski (ML4H@NeurIPS, 2023)

Multimodal N-of-1 trials: A Novel Personalized Healthcare Design. - Jingjing Fu; Shuheng Liu 001; Siqi Du; Siqiao Ruan; Xuliang Guo; Weiwei Pan; Abhishek Sharma; Stefan Konigorski (CoRR, 2023)

FASDetect as a machine learning-based screening app for FASD in youth with ADHD. - Lukas Ehrig; Ann-Christin Wagner; Heike Wolter; Christoph U. Correll; Olga Geisel; Stefan Konigorski (npj Digit. Medicine, 2023)

Understanding random resampling techniques for class imbalance correction and their consequences on calibration and discrimination of clinical risk prediction models. - Marco Piccininni; Maximilian Wechsung; Ben Van Calster; Jessica L. Rohmann; Stefan Konigorski; Maarten van Smeden (J. Biomed. Informatics, 2024)