Deep learning for cellular image analysis

• An automated cell-tracking pipeline for the analysis of neutrophil dynamics

  2026 Frontiers in Bioinformatics article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  0

  citations
• Bridging imaging-based in vitro methods from biomedical research to regulatory toxicology

  2025 Archives of Toxicology article Veterinary Animal testing and alternatives Open access

  7

  citations
• LIFTOSCOPE: development of an automated AI-based module for time-effective and contactless analysis and isolation of cells in microtiter plates

  2023 Journal of Biological Engineering article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  4

  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
• microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation

  2022 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  11

  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
• ObiWan-Microbi: OMERO-based integrated workflow for annotating microbes in the cloud

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  4

  citations
• microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  1

  citations
• Machine learning-augmented and microspectroscopy-informed multiparametric MRI for the non-invasive prediction of articular cartilage composition

  2021 Osteoarthritis and Cartilage article Medicine Advanced MRI Techniques and Applications Open access cited by 3 patents

  23

  citations
• Artificial intelligence-based pathology for gastrointestinal and hepatobiliary cancers

  2020 Gut article Computer Science AI in cancer detection

  101

  citations

10 results