U-Net: deep learning for cell counting, detection, and morphometry

• A simplified co-culture reveals altered cardiotoxic responses to doxorubicin in hPSC-derived cardiomyocytes in the presence of endothelial cells

  2026 Stem Cell Reports article Medicine Chemotherapy-induced cardiotoxicity and mitigation Open access

  3

  citations
• Stability of Jurkat cells during short-term liquid storage analyzed by flow imaging microscopy

  2025 European Journal of Pharmaceutics and Biopharmaceutics article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  0

  citations
• Stroma and lymphocytes identified by deep learning are independent predictors for survival in pancreatic cancer

  2025 Scientific Reports article Computer Science AI in cancer detection Open access

  4

  citations
• Automated segmentation of large image datasets using artificial intelligence for microstructure characterisation and damage analysis

  2024 Materials & Design article Computer Science Advanced Neural Network Applications Open access

  16

  citations
• Community-developed checklists for publishing images and image analyses

  2023 Nature Methods article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  94

  citations
• Direct evaluation of neuroaxonal degeneration with the causative genes of neurodegenerative diseases in Drosophila using the automated axon quantification system, MeDUsA

  2023 Human Molecular Genetics article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  17

  citations
• Intravital microscopy for real-time monitoring of drug delivery and nanobiological processes

  2022 Advanced Drug Delivery Reviews review Biochemistry, Genetics and Molecular Biology Advanced Fluorescence Microscopy Techniques Open access

  31

  citations
• Deep-learning-based multi-class segmentation for automated, non-invasive routine assessment of human pluripotent stem cell culture status

  2020 Computers in Biology and Medicine article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 1 patent

  50

  citations
• Deep learning in cancer pathology: a new generation of clinical biomarkers

  2020 British Journal of Cancer article Computer Science AI in cancer detection Open access cited by 2 patents

  697

  citations
• Deep Learning–Based Segmentation and Quantification in Experimental Kidney Histopathology

  2020 Journal of the American Society of Nephrology article Computer Science AI in cancer detection Open access

  187

  citations
• Deep learning-based molecular morphometrics for kidney biopsies

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  6

  citations

11 results