Validity of machine learning in biology and medicine increased through collaborations across fields of expertise M Littmann, K Selig, L Cohen-Lavi, Y Frank, P Hönigschmid, E Kataka, ... Nature Machine Intelligence 2 (1), 18-24, 2020 | 67 | 2020 |
On TCR binding predictors failing to generalize to unseen peptides F Grazioli, A Mösch, P Machart, K Li, I Alqassem, TJ O’Donnell, MR Min Frontiers in Immunology 13, 1014256, 2022 | 53 | 2022 |
Machine learning for cancer immunotherapies based on epitope recognition by T cell receptors A Mösch, S Raffegerst, M Weis, DJ Schendel, D Frishman Frontiers in Genetics 10, 1141, 2019 | 48 | 2019 |
Expitope 2.0: a tool to assess immunotherapeutic antigens for their potential cross-reactivity against naturally expressed proteins in human tissues V Jaravine, A Mösch, S Raffegerst, DJ Schendel, D Frishman BMC cancer 17, 1-9, 2017 | 26 | 2017 |
Differential expression analysis of human endogenous retroviruses based on ENCODE RNA-seq data K Haase, A Mösch, D Frishman BMC medical genomics 8, 1-12, 2015 | 26 | 2015 |
Attentive Variational Information Bottleneck for TCR–peptide interaction prediction F Grazioli, P Machart, A Mösch, K Li, LV Castorina, N Pfeifer, MR Min Bioinformatics 39 (1), btac820, 2023 | 13 | 2023 |
NeoAgDT: optimization of personal neoantigen vaccine composition by digital twin simulation of a cancer cell population A Mösch, F Grazioli, P Machart, B Malone Bioinformatics 40 (5), btae205, 2024 | 2 | 2024 |
TCRpair: prediction of functional pairing between HLA-A* 02: 01-restricted T-cell receptor α and β chains A Mösch, D Frishman Bioinformatics 37 (21), 3938-3940, 2021 | 1 | 2021 |
METHODS OF VACCINE DESIGN F Grazioli, A Moesch, B Malone US Patent App. 18/729,517, 2025 | | 2025 |
MACHINE-LEARNING EXTRACTION OF BIOMEDICAL INFORMATION AND OPTIMIZED CHARACTERIZATION OF A TUMOR MICRO ENVIRONMENT OF A PATIENT G Pileggi, A Moesch, C Chaput, C Lawrence US Patent App. 18/509,364, 2025 | | 2025 |
Variational methods for Learning Multilevel Genetic Algorithms using the Kantorovich Monad J Warrell, F Alesiani, C Smith, A Mösch, MR Min arXiv preprint arXiv:2411.09779, 2024 | | 2024 |
1230 Design of enhanced TCR against cancer antigens using an AI system MR Min, K Onoguchi, T Li, D Mori, J Warrell, P Machart, A Moesch, ... Journal for ImmunoTherapy of Cancer 12 (Suppl 2), 2024 | | 2024 |
MAGEA1 Specific T Cell Receptors and Their Use C Wehner, M Weis, S Raffegerst, A Mösch US Patent App. 17/600,518, 2023 | | 2023 |
Computational methods to improve development of T cell based cancer immunotherapies AF Mösch Technische Universität München, 2022 | | 2022 |
Discrete-Continuous Variational Optimization with Local Gradients JH Warrell, F Alesiani, C Smith, A Mösch, MR Min OPT 2024: Optimization for Machine Learning, 0 | | |