Rachana Sathish

Significance of Residual Learning and Boundary Weighted Loss in Ischaemic Stroke Lesion Segmentation

Debdoot Sheet, Ronnie Rajan, Rachana Sathish, 2019 .

Phase Identification and Workflow Modeling in Laparoscopy Surgeries Using Temporal Connectionism of Deep Visual Residual Abstractions

Debdoot Sheet, Rachana Sathish, Kaustuv Mishra, 2019, Handbook of Deep Learning Applications.

Adversarially Trained Convolutional Neural Networks for Semantic Segmentation of Ischaemic Stroke Lesion using Multisequence Magnetic Resonance Imaging

Nirmalya Ghosh, Debdoot Sheet, Ronnie Rajan, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos pdf

Debdoot Sheet, Rachana Sathish, Shanka Subhra Mondal, 2019, ArXiv.

Learning Latent Temporal Connectionism of Deep Residual Visual Abstractions for Identifying Surgical Tools in Laparoscopy Procedures

Debdoot Sheet, Rachana Sathish, Kaustuv Mishra, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Learning with Multitask Adversaries using Weakly Labelled Data for Semantic Segmentation in Retinal Images

Oindrila Saha, Debdoot Sheet, Rachana Sathish, 2019, MIDL.

Tracking of Retinal Microsurgery Tools Using Late Fusion of Responses from Convolutional Neural Network over Pyramidally Decomposed Frames

Debdoot Sheet, Rachana Sathish, Kaustuv Mishra, 2016, ICVGIP Workshops.

Unit Impulse Response as an Explainer of Redundancy in a Deep Convolutional Neural Network

Debdoot Sheet, Rachana Sathish, R. Sathish, 2019, CVPR Workshops.

Fully Convolutional Neural Network for Semantic Segmentation of Anatomical Structure and Pathologies in Colour Fundus Images Associated with Diabetic Retinopathy pdf

Oindrila Saha, Debdoot Sheet, Rachana Sathish, 2019, ArXiv.

Deep Neural Architecture for Localization and Tracking of Surgical Tools in Cataract Surgery

Debdoot Sheet, Rachana Sathish, Neha Banerjee, 2019 .