Madhu S. Nair

Cochin, KL 682022, India

Last Updated: 09/26/2026

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Found 14 publications

Integrative Spectral-Graph Learning With CNN Features for the Classification of Circle of Willis Anatomical Variants.

Integrative Spectral-Graph Learning With CNN Features for the Classification of Circle of Willis Anatomical Variants.

Journal: IEEE journal of biomedical and health informatics

Published: December 08, 2025

Evaluation of techniques for automated classification and artery quantification of the circle of Willis on TOF-MRA images: The CROWN challenge.

Evaluation of techniques for automated classification and artery quantification of the circle of Willis on TOF-MRA images: The CROWN challenge.

Journal: Medical image analysis

Published: August 07, 2024

PolySegNet: improving polyp segmentation through swin transformer and vision transformer fusion.

PolySegNet: improving polyp segmentation through swin transformer and vision transformer fusion.

Journal: Biomedical engineering letters

Published: December 13, 2023

NAS-SGAN: A Semi-Supervised Generative Adversarial Network Model for Atypia Scoring of Breast Cancer Histopathological Images.

NAS-SGAN: A Semi-Supervised Generative Adversarial Network Model for Atypia Scoring of Breast Cancer Histopathological Images.

Journal: IEEE journal of biomedical and health informatics

Published: November 26, 2021

A computer-aided diagnosis system for the classification of COVID-19 and non-COVID-19 pneumonia on chest X-ray images by integrating CNN with sparse autoencoder and feed forward neural network.

A computer-aided diagnosis system for the classification of COVID-19 and non-COVID-19 pneumonia on chest X-ray images by integrating CNN with sparse autoencoder and feed forward neural network.

Journal: Computers in biology and medicine

Published: June 14, 2021

Computer-aided detection of COVID-19 from CT scans using an ensemble of CNNs and KSVM classifier.

Computer-aided detection of COVID-19 from CT scans using an ensemble of CNNs and KSVM classifier.

Journal: Signal, image and video processing

Published: November 20, 2020

Computer-aided detection of COVID-19 from X-ray images using multi-CNN and Bayesnet classifier.

Computer-aided detection of COVID-19 from X-ray images using multi-CNN and Bayesnet classifier.

Journal: Biocybernetics and biomedical engineering

Published: May 17, 2020

Computer-Aided Histopathological Image Analysis Techniques for Automated Nuclear Atypia Scoring of Breast Cancer: a Review.

Computer-Aided Histopathological Image Analysis Techniques for Automated Nuclear Atypia Scoring of Breast Cancer: a Review.

Journal: Journal of digital imaging

Published: January 29, 2020

Batch Mode Active Learning on the Riemannian Manifold for Automated Scoring of Nuclear Pleomorphism in Breast Cancer.

Batch Mode Active Learning on the Riemannian Manifold for Automated Scoring of Nuclear Pleomorphism in Breast Cancer.

Journal: Artificial intelligence in medicine

Published: August 07, 2019

Domain independent redundancy elimination based on flow vectors for static video summarization.

Domain independent redundancy elimination based on flow vectors for static video summarization.

Journal: Heliyon

Published: July 09, 2019

Sparse Representation Over Learned Dictionaries on the Riemannian Manifold for Automated Grading of Nuclear Pleomorphism in Breast Cancer.

Sparse Representation Over Learned Dictionaries on the Riemannian Manifold for Automated Grading of Nuclear Pleomorphism in Breast Cancer.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society

Published: October 23, 2018

Computer-aided classification of prostate cancer grade groups from MRI images using texture features and stacked sparse autoencoder.

Computer-aided classification of prostate cancer grade groups from MRI images using texture features and stacked sparse autoencoder.

Journal: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

Published: December 29, 2017

Showing 1-12 of 14

Last Updated: 09/26/2026