Codella, Noel C. F.
- Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017\n International Symposium on Biomedical Imaging (ISBI), Hosted by the\n International Skin Imaging Collaboration (ISIC)
2017/10/13 by Noel Codella, Codella, Noel C. F., David A. Gutman +19 · 56 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Skin Protection and Aging
- Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)
2016/05/04 by David A. Gutman, Noel Codella, Gutman, David +11 · 20 citations
Medicine · #Cutaneous Melanoma Detection and Management
- BCN20000: Dermoscopic Lesions in the Wild
2019/08/06 by Marc Combalia, Combalia, Marc, Noel Codella +19 · 21 citations
Medicine · Veterinary · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #Cutaneous lymphoproliferative disorders research #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infectious Diseases and Mycology #electronic engineering #information engineering
- MAIRA-2: Grounded Radiology Report Generation
2024/06/06 by Shruthi Bannur, Bannur, Shruthi, Kenza Bouzid +38 · 31 citations
Medicine · Computer Science · Social Sciences · #Radiomics and Machine Learning in Medical Imaging #Topic Modeling #Computational and Text Analysis Methods
- MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging
2024/10/09 by Codella, Noel C. F., Jin, Ying, Jain, Shrey +28 · 15 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets
2019/10/29 by Newton Mwai Kinyanjui, Kinyanjui, Newton M., Timothy Odonga +11 · 5 citations
Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #AI in cancer detection #Digital Imaging for Blood Diseases
- TED: Teaching AI to Explain its Decisions
2018/11/12 by Michael Hind, Dennis Wei, Hind, Michael +13 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
- Comprehensive language-image pre-training for 3D medical image understanding
2025/10/16 by Wald, Tassilo, Hamamci, Ibrahim Ethem, Gao, Yuan +12 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification
2025/05/16 by Xue Li, Jameson Merkow, Li, Xue +25 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering