Srishti Gautam

Anomaly detection-inspired few-shot medical image segmentation through self-supervision with supervoxels

Stine Hansen, Srishti Gautam, Robert Jenssen et al. · Medical Image Analysis · 2022 · 127 citations · Full text

Artificial Intelligence, Few-shot Learning, Medical Image Segmentation +24

CNN based segmentation of nuclei in PAP-smear images with selective pre-processing

Srishti Gautam, Arnav Bhavsar, Anil Kumar Sao et al. · 2018 · 42 citations

Convolutional Neural Network, Engineering, Machine Learning +24

This looks More Like that: Enhancing Self-Explaining Models by Prototypical Relevance Propagation

Srishti Gautam, Marina Höhne, Stine Thestrup Hansen et al. · Pattern Recognition · 2022 · 40 citations · Full text

ADNet++: A few-shot learning framework for multi-class medical image volume segmentation with uncertainty-guided feature refinement

Stine Hansen, Srishti Gautam, Suaiba A. Salahuddin et al. · Medical Image Analysis · 2023 · 25 citations · Full text

Considerations for a PAP Smear Image Analysis System with CNN Features

Srishti Gautam, K K Harinarayan, O. U. Nirmal Jith et al. · arXiv (Cornell University) · 2018 · 15 citations · Full text

Convolutional Neural Network, Engineering, Feature Detection +24