Bioinformatics | Computational Biology DeepPPAPredMut: deep ensemble method for predicting the binding affinity change in protein-protein complexes upon mutation. May 23, 2024
Bioinformatics | Computational Biology | Protein Engineering Transfer learning to leverage larger datasets for improved prediction of protein stability changes. August 7, 2023
Oncology | Pathology Deep learning predicts patients outcome and mutations from digitized histology slides in gastrointestinal stromal tumor. July 24, 2023
Molecular Biology | Structural Biology EvoRator2: Predicting Site-specific Amino Acid Substitutions Based on Protein Structural Information Using Deep Learning. June 25, 2023
Genetics | Oncology | Pathology A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations. February 5, 2023
Oncology | Radiology Comparable Performance of Deep Learning-Based to Manual-Based Tumor Segmentation in KRAS/NRAS/BRAF Mutation Prediction With MR-Based Radiomics in Rectal Cancer. August 16, 2021
Oncology | Radiology Multi-channel multi-task deep learning for predicting and mutations of non-small cell lung cancer on CT images. June 3, 2021
Oncology | Pathology Classification and mutation prediction based on histopathology H&E images in liver cancer using deep learning. June 18, 2020
Oncology | Pathology Classification and mutation prediction from non-small cell lung cancer histopathology images using deep learning. May 10, 2019