Debesh Jha
- Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy
2020/10/23 by Debesh Jha, Sharib Ali, Jha, Debesh +20 · 7 citations
Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Gastric Cancer Management and Outcomes #Gastrointestinal Bleeding Diagnosis and Treatment #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
- Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions
2022/08/05 by Ashish Rauniyar, Rauniyar, Ashish, Desta Haileselassie Hagos +11 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++,\n Conditional Random Field and Test-Time Augmentation
2021/07/26 by Debesh Jha, Jha, Debesh, Pia H. Smedsrud +11 · 4 citations
Computer Science · Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Radiomics and Machine Learning in Medical Imaging
- TGANet: Text-guided attention for improved polyp segmentation
2022/05/09 by Nikhil Kumar Tomar, Tomar, Nikhil Kumar, Debesh Jha +5 · 4 citations
Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gastric Cancer Management and Outcomes #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Domain Generalization with Correlated Style Uncertainty
2022/12/20 by Zheyuan Zhang, Bin Wang, Zhang, Zheyuan +7 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #interferon and immune responses
- Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation
2020/12/30 by Debesh Jha, Steven A. Hicks, Jha, Debesh +13 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gastric Cancer Management and Outcomes #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation
2022/06/17 by Nikhil Kumar Tomar, Tomar, Nikhil Kumar, Annie Shergill +7 · 2 citations
Medicine · #Colorectal Cancer Screening and Detection #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI
- GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation
2021/11/20 by Abhishek Kumar Srivastava, Srivastava, Abhishek, Sukalpa Chanda +7 · 1 citation
Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- 2020 CATARACTS Semantic Segmentation Challenge
2021/10/21 by Imanol Luengo, Maria Grammatikopoulou, Luengo, Imanol +76 · 1 citation
Engineering · Medicine · #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging in Medicine #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Surgical Simulation and Training #electronic engineering #information engineering
- Frequency-Based Federated Domain Generalization for Polyp Segmentation
2024/10/02 by Hongyi Pan, Pan, Hongyi, Debesh Jha +5 · 2 citations
Computer Science · #Handwritten Text Recognition Techniques #Digital Rights Management and Security #Image Processing and 3D Reconstruction
- Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges
2023/07/30 by Debesh Jha, Vanshali Sharma, Jha, Debesh +62 · 2 citations
Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gastric Cancer Management and Outcomes #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Classification of Endoscopy and Video Capsule Images using CNN-Transformer Model
2024/08/20 by Aliza Subedi, Smriti Regmi, Subedi, Aliza +9 · 1 citation
Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gastrointestinal Bleeding Diagnosis and Treatment #Image and Video Processing (eess.IV) #Smart Systems and Machine Learning #electronic engineering #information engineering
- Benchmarking the Domain Gap: Model Selection Instability Under Domain Shift in Video Capsule Endoscopy
2026/07/22 by Dan Hanson, Debesh Jha
#cs.CV
- Induce to Empower: Improving Lightweight Baselines via Foundation Model Induction for Generalized Polyp Segmentation
2026/07/19 by Shivanshu Agnihotri, Snehashis Majhi, Deepak Ranjan Nayak +2
#cs.CV