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Prompt injection attacks on vision language models in oncology2025 Nature Communications article Computer Science Adversarial Robustness in Machine Learning Open access
Jan Clusmann, Dyke Ferber, Isabella C. Wiest, Carolin Victoria Schneider, Titus Josef Brinker, Sebastian Foersch, +2 more
59citations -
Prospective Evaluation of Structure-Based Simulations Reveal Their Ability to Predict the Impact of Kinase Mutations on Inhibitor Binding2025 The Journal of Physical Chemistry B article Computer Science Computational Drug Discovery Methods Open access
Sukrit Singh, Vytautas Gapsys, Matteo Aldeghi, David Schaller, Aziz M. Rangwala, Jessica B. White, +10 more
14citations -
Computational Characterization of Membrane Proteins as Anticancer Targets: Current Challenges and Opportunities2024 International Journal of Molecular Sciences article Computer Science Computational Drug Discovery Methods Open access
Marina Gorostiola González, Willem Jespers, Adriaan P. IJzerman, Laura H. Heitman, Gerard J. P. van Westen
3citations -
Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology2023 npj Precision Oncology article Computer Science AI in cancer detection Open access cited by 1 patent
Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Jan Niehues, Marko van Treeck, Tobias Paul Seraphin, Katherine Jane Hewitt, +5 more
88citations -
Enhancing Precision in Detecting Severe Immune-Related Adverse Events: Comparative Analysis of Large Language Models and International Classification of Disease Codes in Patient Records2024 Journal of Clinical Oncology article Computer Science Machine Learning in Healthcare Open access
Virginia H. Sun, Julius Cornelis Heemelaar, Ibrahim Hadžić, Vineet K. Raghu, Chia‐Yun Wu, Leyre Zubiri, +24 more
35citations -
An international multi-institutional validation study of the algorithm for prostate cancer detection and Gleason grading2023 npj Precision Oncology article Computer Science AI in cancer detection Open access cited by 1 patent
Yuri Tolkach, Vlado Ovtcharov, Alexey E. Pryalukhin, Marie‐Lisa Eich, Nadine Therese Gaisa, MARTIN A. BRAUN, +16 more
34citations -
An Automatic Framework to Create Patient-specific Eye Models From 3D Magnetic Resonance Images for Treatment Selection in Patients With Uveal Melanoma2021 Advances in Radiation Oncology article Computer Science Medical Image Segmentation Techniques Open access
Mohamed Kilany Hassan, Emmanuelle Fleury, Denis P. Shamonin, Lorna Grech Fonk, Marina Marinkovic, Myriam G. Jaarsma‐Coes, +4 more
12citations -
Optical coherence tomography combined with convolutional neural networks can differentiate between intrahepatic cholangiocarcinoma and liver parenchyma ex vivo2023 Journal of Cancer Research and Clinical Oncology article Computer Science AI in cancer detection Open access
Laura I. Wolff, Enno Hachgenei, Paul Goßmann, Mariia Druzenko, Maik Frye, Niels König, +11 more
11citations -
Deep learning detects actionable molecular and clinical features directly from head/neck squamous cell carcinoma histopathology slides2020 International Journal of Radiation Oncology*Biology*Physics article Computer Science AI in cancer detection
James M. Dolezal, Jakob Nikolas Kather, Sara E. Kochanny, Jefree J. Schulte, B. Munyampirwa, Suzanne N. Morin, +4 more
1citations