Train Small, Generate Big: Synthesis of Colorectal Cancer Histology Images

von Deshpande, Srijay
Veröffentlicht in SASHIMI (5. : 2020 : Online) Simulation and synthesis in medical imaging (2020)

A Generalized Meta-loss Function for Distillation Based Learning Using Privileged Information for Classification and Regression

von Asif, Amina
Veröffentlicht in International Conference on Artificial Neural Networks (30. : 2021 : Online) Artificial neural networks and machine learning - ICANN 2021 ; Part 3 (2021)

All You Need is Color: Image Based Spatial Gene Expression Prediction Using Neural Stain Learning

von Dawood, Muhammad
Veröffentlicht in ECML PKDD (2021 : Online) Machine learning and principles and practice of knowledge discovery in databases ; Part 2 (2021)

L1-Regularized Neural Ranking for Risk Stratification and Its Application to Prediction of Time to Distant Metastasis in Luminal Node Negative Chemotherapy Naïve Breast Cancer Pati...

von Minhas, Fayyaz
Veröffentlicht in ECML PKDD (2021 : Online) Machine learning and principles and practice of knowledge discovery in databases ; Part 2 (2021)

Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge

von Jahanifar, Mostafa
Veröffentlicht in MICCAI (24. : 2021 : Online) Biomedical image registration, domain generalisation and out-of-distribution analysis (2022)

Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction

von Eastwood, Mark
Veröffentlicht in AIME (20. : 2022 : Halifax, Nova Scotia) Artificial intelligence in medicine (2022)