Imtiaz Hossain
Novartis (Switzerland)(CH)
Publications by Year
Research Areas
Cell Image Analysis Techniques, AI in cancer detection, Image Processing Techniques and Applications, Antibiotic Resistance in Bacteria, Muscle Physiology and Disorders
Most-Cited Works
- → A multi-scale convolutional neural network for phenotyping high-content cellular images(2017)196 cited
- → The structure of the cornified claw sheath in the domesticated cat (Felis catus): implications for the claw‐shedding mechanism and the evolution of cornified digital end organs(2009)50 cited
- → HistoNet: A Deep Learning-Based Model of Normal Histology(2021)29 cited
- → Unsupervised phenotypic analysis of cellular images with multi-scale convolutional neural networks(2018)25 cited
- → Morphological Deconvolution of Beta-Lactam Polyspecificity in E. coli(2019)24 cited
- → Jenkins-CI, an Open-Source Continuous Integration System, as a Scientific Data and Image-Processing Platform(2016)23 cited
- → Molecular characterization of chronic cutaneous wounds reveals subregion‐ and wound type‐specific differential gene expression(2023)15 cited
- → Biomarker-Based Classification and Localization of Renal Lesions Using Learned Representations of Histology—A Machine Learning Approach to Histopathology(2021)9 cited
- → Metadata-Guided Visual Representation Learning for Biomedical Images(2019)8 cited
- → Transmission-selective muscle pathology induced by the active propagation of mutant huntingtin across the human neuromuscular synapse(2024)7 cited