Juan I. Pisula

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 3

Top Topics

Feature Extractor

Language Modelling

Top Venues

Mach. Learn. Knowl. Extr.

Publications

Leandra Lukomski, Juan I. Pisula, Naita Wirsik, Alexander Damanakis, Jin-On Jung, Karl Knipper, Rabi R. Datta, Wolfgang Schröder, Florian Gebauer, Thomas Schmidt, Alexander Quaas, Katarzyna Bozek, Christiane J. Bruns, Felix Popp
Analyzing the Impact of Oncological Data at Different Time Points and Tumor Biomarkers on Artificial Intelligence Predictions for Five-Year Survival in Esophageal Cancer. Mach. Learn. Knowl. Extr. 6 (1) (2024)
Juan I. Pisula, Katarzyna Bozek
Fine-tuning a Multiple Instance Learning Feature Extractor with Masked Context Modelling and Knowledge Distillation. CoRR (2024)
Juan I. Pisula, Katarzyna Bozek
Language models are good pathologists: using attention-based sequence reduction and text-pretrained transformers for efficient WSI classification. CoRR (2022)