Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.
Omar S. M. El NahhasChiara Maria Lavinia LoefflerZunamys I. CarreroMarko van TreeckFiona R. KolbingerKatherine Jane HewittHannah Sophie MutiMara GrazianiQinghe ZengJulien CalderaroNadina Ortiz-BrüchleTanwei YuanMichael HoffmeisterHermann BrennerAlexander BrobeilJorge S. Reis-FilhoJakob Nikolas KatherPublished in: CoRR (2023)
Keyphrases
- deep learning
- mass spectrometry
- signaling pathways
- unsupervised learning
- unsupervised feature learning
- machine learning
- weakly supervised
- mental models
- high throughput
- restricted boltzmann machine
- deep architectures
- three dimensional
- active learning
- pattern recognition
- computer vision
- drug discovery
- face recognition