Juan Pisula

Predicting the HER2 status in oesophageal cancer from tissue microarrays using convolutional neural networks

A. Walch, A. Quaas, F. Popp, 2022, bioRxiv.

Language models are good pathologists: using attention-based sequence reduction and text-pretrained transformers for efficient WSI classification

K. Bozek, Juan Pisula, 2022, ArXiv.

Language models are good pathologists: using attention-based sequence reduction and text-pretrained transformers for efficient WSI classification

K. Bozek, Juan Pisula, 2022, ArXiv.

Fine-tuning a Multiple Instance Learning Feature Extractor with Masked Context Modelling and Knowledge Distillation

Juan Pisula, Katarzyna Bozek, 2024, 2403.05325.

Noise Reduction to Compute Tissue Mineral Density and Trabecular Bone Volume Fraction from Low Resolution QCT

Claudio Delrieux, Rodrigo de Luis García, Felix Sebastian Leo Thomsen, 2020, Comput. Medical Imaging Graph..

Analyzing the Impact of Oncological Data at Different Time Points and Tumor Biomarkers on Artificial Intelligence Predictions for Five-Year Survival in Esophageal Cancer

R. Datta, Jin-On Jung, Juan Pisula, 2024, Mach. Learn. Knowl. Extr..