Michael A. Riegler

1. Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy
   2020/10/23 by Debesh Jha, Jha, Debesh, Sharib Ali +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
2. A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++,\n Conditional Random Field and Test-Time Augmentation
   2021/07/26 by Debesh Jha, Pia H. Smedsrud, Jha, Debesh +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
3. 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
4. Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus
   2020/12/14 by Vajira Thambawita, Thambawita, Vajira, Steven A. Hicks +5 · 1 citation
   Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Multimedia (cs.MM) #Retinal Imaging and Analysis
5. PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps
   2022/05/30 by Jan Andre Fagereng, Vajira Thambawita, Fagereng, Jan Andre +11 · 1 citation
   Medicine · #Colorectal Cancer Screening and Detection #Colorectal Cancer Surgical Treatments #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) #electronic engineering #information engineering
6. Mask-conditioned latent diffusion for generating gastrointestinal polyp images
   2023/04/11 by Roman Macháček, Macháček, Roman, Leila Mozaffari +11 · 1 citation
   Computer Science · Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
7. SoccerChat: Integrating Multimodal Data for Enhanced Soccer Game Understanding
   2025/05/22 by Sushant Gautam, Cise Midoglu, Gautam, Sushant +9 · 2 citations
   Computer Science · Economics, Econometrics and Finance · #68T45 #68T50 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #H.5.2 #Human Pose and Action Recognition #I.2.10 #I.2.7 #Sports Analytics and Performance #Video Analysis and Summarization
8. Stacked dense optical flows and dropout layers to predict sperm motility and morphology
   2019/11/08 by Vajira Thambawita, Thambawita, Vajira, Pål Halvorsen +7 · 1 citation
   Computer Science · Medicine · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Orbital Angular Momentum in Optics #Sperm and Testicular Function #electronic engineering #information engineering
9. 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
10. Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study
    2024/09/26 by Zahra Sepasdar, Sushant Gautam, Sepasdar, Zahra +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Data Mining Algorithms and Applications #Databases (cs.DB) #E.1 #E.2 #FOS: Computer and information sciences #Graph Theory and Algorithms #H.2 #H.3 #Information Retrieval (cs.IR)
11. Beyond the Leaderboard: Design Lessons for Trustworthy Multimodal VQA
    2026/07/16 by Sushant Gautam, Vajira Thambawita, Michael A. Riegler +2
    #cs.CL #cs.CV