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All Outputs (9)

Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model (2023)
Conference Proceeding

Image segmentation is a fundamental task in the field of imaging and vision. Supervised deep learning for segmentation has achieved unparalleled success when sufficient training data with annotated labels are available. However, annotation is known t... Read More about Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model.

High tissue inhibitor of matrix-metalloproteinase 2 expression correlates with poor prognosis in breast cancer (2020)
Conference Proceeding

Background & objectives TIMP2, tissue inhibitor of matrix-metalloproteinase 2, inhibits the matrix-metalloproteinase, MMP2, but may activate pro-MMP2. Hence its correlation with prognosis in breast cancer (BC) is contradictory. This study investigat... Read More about High tissue inhibitor of matrix-metalloproteinase 2 expression correlates with poor prognosis in breast cancer.

Presence of Vascular Invasion in Colorectal Cancer Correlates with TNM8 Nodal Status Classification (2019)
Conference Proceeding

Purpose of the study: Vascular invasion (VI) is an important prognostic marker in several malignancies including colorectal cancer (CRC). The correlation between the VI status and the revised nodal stage of CRC as per TNM8, was investigated in this s... Read More about Presence of Vascular Invasion in Colorectal Cancer Correlates with TNM8 Nodal Status Classification.

Elevated expression of STK3 mRNA and protein is associated with poor outcome in invasive breast cancer (2017)
Conference Proceeding

Purpose of the study: The mammalian sterile 20-like kinase (MST2/STK3) and its close homologue MST1(STK4) are members of the germinal centre kinase group II (GCK II) family of mitogen-activated protein kinases (MAPK). High STK3 expression is known to... Read More about Elevated expression of STK3 mRNA and protein is associated with poor outcome in invasive breast cancer.