35 citations · 36 across the 4 of their papers we have counts for
3 papers · 1 filter
State-Aware Interaction MIL for Rare Joint Molecular Phenotype Prediction in Colorectal Cancer and Lung Adenocarcinoma
Dasari Naga Raju, Tripti Bameta
Joint molecular phenotype prediction is complicated by small joint-positive populations and overlapping histological features across alternative molecular states. Existing computat…
Combining Datasets with Different Label Sets for Improved Nucleus Segmentation and Classification
Amruta Parulekar, Utkarsh Kanwat, Ravi Kant Gupta +5
Segmentation and classification of cell nuclei in histopathology images using deep neural networks (DNNs) can save pathologists' time for diagnosing various diseases, including can…
EGFR Mutation Prediction of Lung Biopsy Images using Deep Learning
Ravi Kant Gupta, Shivani Nandgaonkar, Nikhil Cherian Kurian +2
The standard diagnostic procedures for targeted therapies in lung cancer treatment involve histological subtyping and subsequent detection of key driver mutations, such as EGFR. Ev…