Bishesh Khanal
- FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023/08/11 by Karim Lekadir, Aasa Feragen, Lekadir, Karim +214 · 27 citations
Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
- Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models
2023/08/15 by Kanchan Poudel, Manish Dhakal, Poudel, Kanchan +9 · 8 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- 3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images
2017/09/19 by Benjamin Hou, Hou, Benjamin, Bishesh Khanal +17 · 3 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #MRI in cancer diagnosis
- Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry
2018/05/02 by Benjamin Hou, Nina Miolane, Hou, Benjamin +17 · 3 citations
Computer Science · Engineering · #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis
- VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight Blocks
2024/05/10 by Manish Dhakal, Rabin Adhikari, Dhakal, Manish +5 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Automatic Cobb Angle Detection using Vertebra Detector and Vertebra\n Corners Regression
2019/10/30 by Bidur Khanal, Lavsen Dahal, Khanal, Bidur +5 · 1 citation
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Scoliosis diagnosis and treatment #Spinal Fractures and Fixation Techniques
- Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining
2023/08/08 by Bidur Khanal, Khanal, Bidur, Binod Bhattarai +5 · 2 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation
2022/07/31 by Pratima Upretee, Upretee, Pratima, Bishesh Khanal +1 · 1 citation
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI #AI in cancer detection
- How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets?
2024/01/15 by Bidur Khanal, Khanal, Bidur, Binod Bhattarai +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning and Data Classification #electronic engineering #information engineering