All Stories

  1. Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions

    Article • IEEE Internet of Things Journal, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Debesh Jha

  2. FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation

    Article • IEEE Transactions on Neural Networks and Learning Systems, November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Debesh Jha

  3. A multi-centre polyp detection and segmentation dataset for generalisability assessment

    Article • Scientific Data, February 2023, Springer Science + Business Media

    MDT PhD Kim V. Ånonsen, Debesh Jha

  4. Multi-scale Fusion Methodologies for Head and Neck Tumor Segmentation

    Article • January 2023, Springer Science + Business Media

    Debesh Jha

  5. MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation

    Article • IEEE Journal of Biomedical and Health Informatics, May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Debesh Jha

  6. Meta-learning with implicit gradients in a few-shot setting for medical image segmentation

    Article • Computers in Biology and Medicine, April 2022, Elsevier

    Debesh Jha

  7. TGANet: Text-Guided Attention for Improved Polyp Segmentation

    Article • January 2022, Springer Science + Business Media

    Debesh Jha

  8. A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time Augmentation

    Article • IEEE Journal of Biomedical and Health Informatics, June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Debesh Jha

  9. NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Debesh Jha

  10. Kvasir-Capsule, a video capsule endoscopy dataset

    Article • Scientific Data, May 2021, Springer Science + Business Media

    Debesh Jha

  11. A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging

    Article • Medical Image Analysis, May 2021, Elsevier

    Debesh Jha

  12. Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge

    Article • Medical Image Analysis, May 2021, Elsevier

    Debesh Jha

  13. LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification

    Article • January 2021, Springer Science + Business Media

    Debesh Jha

  14. Progressively Normalized Self-Attention Network for Video Polyp Segmentation

    Article • January 2021, Springer Science + Business Media

    Debesh Jha

  15. Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Debesh Jha

  16. The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy

    Article • January 2021, Springer Science + Business Media

    Debesh Jha

  17. HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy

    Article • Scientific Data, August 2020, Springer Science + Business Media

    Debesh Jha

  18. An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning Applied to Gastrointestinal Tract Abnormality Classification

    Article • ACM Transactions on Computing for Healthcare, July 2020, ACM (Association for Computing Machinery)

    Michael Riegler, Debesh Jha

  19. DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Debesh Jha

  20. 3D CNN Design for the Classification of Alzheimer’s Disease Using Brain MRI and PET

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Debesh Jha

  21. Kvasir-SEG: A Segmented Polyp Dataset

    Article • December 2019, Springer Science + Business Media

    Debesh Jha

  22. Ensembles of Patch-Based Classifiers for Diagnosis of Alzheimer Diseases

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Debesh Jha

  23. Development of an Efficient Cascade Pathological-Brain Detection System using a Median Filter and Quadratic Discriminant Analysis

    Article • IEIE Transactions on Smart Processing and Computing, April 2018, The Institute of Electronics Engineers of Korea

    Debesh Jha

  24. Efficient Cascade Model for Pathological Brain Image Detection by Magnetic Resonance Imaging

    Article • Journal of Medical Imaging and Health Informatics, December 2017, American Scientific Publishers

    Debesh Jha

  25. Alzheimer's Disease Detection Using Sparse Autoencoder, Scale Conjugate Gradient and Softmax Output Layer with Fine Tuning

    Article • International Journal of Machine Learning and Computing, February 2017, EJournal Publishing

    Debesh Jha

  26. Pathological Brain Detection Using Weiner Filtering, 2D-Discrete Wavelet Transform, Probabilistic PCA, and Random Subspace Ensemble Classifier

    Article • Computational Intelligence and Neuroscience, January 2017, Hindawi Publishing Corporation

    Debesh Jha

  27. Diagnosis of Alzheimer’s Disease Using Dual-Tree Complex Wavelet Transform, PCA, and Feed-Forward Neural Network

    Article • Journal of Healthcare Engineering, January 2017, Hindawi Publishing Corporation

    Debesh Jha