{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","description":"This cluster of papers covers advanced techniques and tools in bioimage analysis, microscopy, and high-content screening. It includes topics such as machine learning for cellular image analysis, automated neuronal morphology reconstruction, deep learning applications, and phenotypic profiling of cellular responses. The papers also discuss the use of advanced image processing methods and the integration of high-throughput microscopy in drug discovery.","keywords":[{"id":"https://openalex.org/keywords/cell-segmentation","display_name":"cell segmentation","score":0.5825},{"id":"https://openalex.org/keywords/cell-tracking","display_name":"cell tracking","score":0.2013},{"id":"https://openalex.org/keywords/nuclei-segmentation","display_name":"nuclei segmentation","score":0.3699},{"id":"https://openalex.org/keywords/neuron-reconstruction","display_name":"neuron reconstruction","score":0.6157},{"id":"https://openalex.org/keywords/image-analysis-software","display_name":"image analysis software","score":0.2418},{"id":"https://openalex.org/keywords/cell-counting","display_name":"cell counting","score":0.2739},{"id":"https://openalex.org/keywords/microscopy-image-analysis","display_name":"microscopy image analysis","score":0.4635},{"id":"https://openalex.org/keywords/microscopy-images","display_name":"microscopic images","score":0.2552},{"id":"https://openalex.org/keywords/high-content-screening","display_name":"high-content screening","score":0.2373},{"id":"https://openalex.org/keywords/axonal-projections","display_name":"axonal projections","score":0.2589},{"id":"https://openalex.org/keywords/neuronal-tracing","display_name":"neural tracing","score":0.3537},{"id":"https://openalex.org/keywords/neuronbrowser","display_name":"NeuronBrowser","score":0.6263},{"id":"https://openalex.org/keywords/cell-detection","display_name":"cell detection","score":0.2967},{"id":"https://openalex.org/keywords/time-lapse-microscopy","display_name":"time-lapse microscopy","score":0.2722},{"id":"https://openalex.org/keywords/bright-field-microscopy","display_name":"bright-field microscopy","score":0.2026},{"id":"https://openalex.org/keywords/cell-image-analysis","display_name":"cell image analysis","score":0.6529},{"id":"https://openalex.org/keywords/3d-neuron-mapping","display_name":"3D neuron mapping","score":0.6239},{"id":"https://openalex.org/keywords/cell-classification","display_name":"cell classification","score":0.2121},{"id":"https://openalex.org/keywords/whole-brain-imaging","display_name":"whole-brain imaging","score":0.303},{"id":"https://openalex.org/keywords/styryl-compounds","display_name":"styryl compounds","score":0.3121},{"id":"https://openalex.org/keywords/hoechst-staining","display_name":"Hoechst staining","score":0.3868},{"id":"https://openalex.org/keywords/high-content-imaging","display_name":"high-content imaging","score":0.2624},{"id":"https://openalex.org/keywords/fluorescence-microscopy-images","display_name":"fluorescence microscopy images","score":0.7234},{"id":"https://openalex.org/keywords/image-processing-pipeline","display_name":"image processing pipeline","score":0.2391},{"id":"https://openalex.org/keywords/exaspim","display_name":"ExaSPIM","score":0.8891}],"legacy_keywords":"Bioimage Analysis; High-Content Screening; Microscopy; Machine Learning; Cellular Imaging; Neuronal Morphology; Automated Analysis; Deep Learning; Image Processing; Phenotypic Profiling","ids":{"openalex":"https://openalex.org/T12859","wikipedia":"https://en.wikipedia.org/wiki/Bioimage_informatics"},"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"},"siblings":[{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques"},{"id":"https://openalex.org/T10874","display_name":"Electromagnetic Fields and Biological Effects"},{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research"},{"id":"https://openalex.org/T12381","display_name":"Electron Spin Resonance Studies"},{"id":"https://openalex.org/T14488","display_name":"Chemical and Physical Studies"}],"works_count":56311,"cited_by_count":708284,"works_api_url":"https://api.openalex.org/works?filter=topics.id:T12859","updated_date":"2026-10-22T03:01:35","created_date":"2024-01-23T15:27:16"}