Noel Codella
Microsoft (United States)(US)
Publications by Year
Research Areas
Cutaneous Melanoma Detection and Management, AI in cancer detection, Cardiac Imaging and Diagnostics, Multimodal Machine Learning Applications, Advanced MRI Techniques and Applications
Most-Cited Works
- → Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)(2019)984 cited
- → Human–computer collaboration for skin cancer recognition(2020)853 cited
- → Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study(2019)515 cited
- → Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images(2015)374 cited
- → 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)364 cited
- → Florence: A New Foundation Model for Computer Vision(2021)340 cited
- → Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images(2017)321 cited
- → Skin lesion analysis toward melanoma detection: A challenge at the 2017 International symposium on biomedical imaging (ISBI), hosted by the international skin imaging collaboration (ISIC)(2018)296 cited
- → BCN20000: Dermoscopic Lesions in the Wild(2019)294 cited
- → A Broader Study of Cross-Domain Few-Shot Learning(2020)280 cited