Michael Grunkin

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cancer diagnostics cancer research image analysis stereology quantitative digital pathology biomarker development tissue micro array management pathology tissue section alignment digital pathology spatial biology biotechnology research ai-driven pathology precision pathology image analysis software ce-ivd apps deep learning multiplex imaging tissue analysis diagnostic decision support tissue microarray automated analysis tumor detection cell segmentation biomarker analysis image processing ihc staining consistency scientific research data visualization batch processing high-throughput screening quality control diagnostic imaging machine learning tools customizable workflows phenotyping software quantitative analysis pathology solutions research applications ai algorithms neural network training sop compliance pacs integration diagnostic algorithms tissue characterization image registration virtual multiplexing molecular pathology data export tissue section analysis clinical diagnostics pathologist collaboration workflow automation digital imaging scanned slide analysis ai accuracy predictive analytics real-time data validation clinical decision making advanced analytics tools precision diagnostics regulatory compliance customizable applications tissue mining healthcare technology biopharmaceutical research academic research workflow integration clinical applications automation user-friendly interface global reach market leader innovation in healthcare research support diagnostic accuracy efficiency in pathology pathology labs contract research organizations healthcare ai solutions advanced imaging technology tissue profiling diagnostic software solutions artificial intelligence information technology & services enterprise software enterprises computer software b2b