Davis J. McCarthy
- Differential expression analysis of multifactor RNA-Seq experiments with respect to biological variation
2012/01/28 by Davis J. McCarthy, Yunshun Chen, Gordon K. Smyth · 18 citations
Biochemistry, Genetics and Molecular Biology · #Gene expression and cancer classification #Genomics and Chromatin Dynamics #Molecular Biology Techniques and Applications
- Eleven grand challenges in single-cell data science
2020/02/07 by David Lähnemann, Johannes Köster, Ewa Szczurek +48 · 26 citations
Biochemistry, Genetics and Molecular Biology · #Single-cell and spatial transcriptomics #Cell Image Analysis Techniques #Gene Regulatory Network Analysis
- Learning Support and Trivial Prototypes for Interpretable Image Classification
2023/01/08 by Chong Wang, Wang, Chong, Yuyuan Liu +13 · 11 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Spatial transcriptomics identifies molecular niche dysregulation associated with distal lung remodeling in pulmonary fibrosis
2025/02/03 by Annika Vannan, Ruqian Lyu, Arianna L. Williams-Katek +27 · 1 voice · 7 citations
Immunology and Microbiology · Medicine · #IL-33, ST2, and ILC Pathways #Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis #Neonatal Respiratory Health Research
- Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition
2023/11/30 by Chong Wang, Yuanhong Chen, Wang, Chong +10 · 3 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Machine Learning and Data Classification #Advanced Neural Network Applications
- Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation
2022/09/21 by Yuanhong Chen, Chen, Yuanhong, Wang Hu +15 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Cervical Cancer and HPV Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging