Fayyaz Minhas
University of Warwick(GB)
Publications by Year
Research Areas
AI in cancer detection, Radiomics and Machine Learning in Medical Imaging, Cell Image Analysis Techniques, Colorectal Cancer Screening and Detection, Machine Learning in Bioinformatics
Most-Cited Works
- → Development and validation of a weakly supervised deep learning framework to predict the status of molecular pathways and key mutations in colorectal cancer from routine histology images: a retrospective study(2021)267 cited
- → PAIRpred: Partner‐specific prediction of interacting residues from sequence and structure(2013)130 cited
- → SlideGraph + : Whole slide image level graphs to predict HER2 status in breast cancer(2022)129 cited
- → One model is all you need: Multi-task learning enables simultaneous histology image segmentation and classification(2022)126 cited
- → Machine learning predicts new anti-CRISPR proteins(2020)114 cited
- → TIAToolbox as an end-to-end library for advanced tissue image analytics(2022)101 cited
- → Robust electrocardiogram (ECG) beat classification using discrete wavelet transform(2008)100 cited
- → AMAP: Hierarchical multi-label prediction of biologically active and antimicrobial peptides(2019)89 cited
- → Automated Classification of Liver Disorders using Ultrasound Images(2011)77 cited
- → ISLAND: in-silico proteins binding affinity prediction using sequence information(2020)66 cited