Dickson M.D. Siu

Jan 29, 2024 | biorxiv.org | Michelle Lo |Dickson M.D. Siu |Kelvin Lee |Justin Wong

AbstractImage-based cytometry faces constant challenges due to technical variations arising from different experimental batches and conditions, such as differences in instrument configurations or image acquisition protocols, impeding genuine biological interpretation of cell morphology. Existing solutions, often necessitating extensive pre-existing data knowledge or control samples across batches, have proved limited, especially with complex cell image data.

Nov 6, 2023 | biorxiv.org | Michelle Lo |Dickson M.D. Siu |Kelvin Lee |Justin Wong

AbstractImage-based cytometry faces constant challenges due to technical inconsistencies from varying experimental batches and conditions, impeding accurate biological interpretation of cell morphology.