MitFleX
Description: We propose a computational approach to enhance the quantification and detection of mitosis in the brain tumor of meningiomas.
Acta Neuropathol. Commun. 2024
Mitosis CNN
Description: We demonstrate that a vanilla Convolution Neural Network + class activation map can still perform the mitosis detection task.
LNCS 2023.
Impetus
Description: We interviewed pathologists to obtain recommendations for human-AI collaborative designs while AI is still error-prone for high-stakes diagnosis tasks.
CSCW 2021.
NaviPath
Description: We develop a human-AI collaborative navigation tool to increase pathologists' efficiency in examining high-resolution histopathology scans.
CHI 2023.
xPath
Description: We develop a human-AI collaborative diagnosis tool -- xPath to improve AI's integration into pathologists' diagnosis workflow.
ACM ToCHI 2022.
