Noel Codella
Noel Codella
Principal Researcher @ Microsoft
Verified email at - Homepage
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Skin lesion analysis toward melanoma detection: A challenge at the 2017 international symposium on biomedical imaging (isbi), hosted by the international skin imaging …
NCF Codella, D Gutman, ME Celebi, B Helba, MA Marchetti, SW Dusza, ...
2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018
Cvt: Introducing convolutions to vision transformers
H Wu, B Xiao, N Codella, M Liu, X Dai, L Yuan, L Zhang
Proceedings of the IEEE/CVF international conference on computer vision, 22-31, 2021
Skin lesion analysis toward melanoma detection 2018: A challenge hosted by the international skin imaging collaboration (isic)
N Codella, V Rotemberg, P Tschandl, ME Celebi, S Dusza, D Gutman, ...
arXiv preprint arXiv:1902.03368, 2019
Learning representations from EEG with deep recurrent-convolutional neural networks
P Bashivan, I Rish, M Yeasin, N Codella
arXiv preprint arXiv:1511.06448, 2015
Skin lesion analysis toward melanoma detection: A challenge at the international symposium on biomedical imaging (ISBI) 2016, hosted by the international skin imaging …
D Gutman, NCF Codella, E Celebi, B Helba, M Marchetti, N Mishra, ...
arXiv preprint arXiv:1605.01397, 2016
Florence: A new foundation model for computer vision
L Yuan, D Chen, YL Chen, N Codella, X Dai, J Gao, H Hu, X Huang, B Li, ...
arXiv preprint arXiv:2111.11432, 2021
Deep learning ensembles for melanoma recognition in dermoscopy images
NCF Codella, QB Nguyen, S Pankanti, DA Gutman, B Helba, AC Halpern, ...
IBM Journal of Research and Development 61 (4/5), 5: 1-5: 15, 2017
Human–computer collaboration for skin cancer recognition
P Tschandl, C Rinner, Z Apalla, G Argenziano, N Codella, A Halpern, ...
Nature medicine 26 (8), 1229-1234, 2020
Bcn20000: Dermoscopic lesions in the wild
M Combalia, NCF Codella, V Rotemberg, B Helba, V Vilaplana, O Reiter, ...
arXiv preprint arXiv:1908.02288, 2019
Deep learning, sparse coding, and SVM for melanoma recognition in dermoscopy images
N Codella, J Cai, M Abedini, R Garnavi, A Halpern, JR Smith
International workshop on machine learning in medical imaging, 118-126, 2015
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
P Tschandl, N Codella, BN Akay, G Argenziano, RP Braun, H Cabo, ...
The lancet oncology 20 (7), 938-947, 2019
Regionclip: Region-based language-image pretraining
Y Zhong, J Yang, P Zhang, C Li, N Codella, LH Li, L Zhou, X Dai, L Yuan, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
A patient-centric dataset of images and metadata for identifying melanomas using clinical context
V Rotemberg, N Kurtansky, B Betz-Stablein, L Caffery, E Chousakos, ...
Scientific data 8 (1), 34, 2021
A broader study of cross-domain few-shot learning
Y Guo, NC Codella, L Karlinsky, JV Codella, JR Smith, K Saenko, ...
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to …
MA Marchetti, NCF Codella, SW Dusza, DA Gutman, B Helba, A Kalloo, ...
Journal of the American Academy of Dermatology 78 (2), 270-277. e1, 2018
Davit: Dual attention vision transformers
M Ding, B Xiao, N Codella, P Luo, J Wang, L Yuan
European conference on computer vision, 74-92, 2022
Echocardiographic algorithm for post–myocardial infarction LV thrombus: a gatekeeper for thrombus evaluation by delayed enhancement CMR
JW Weinsaft, J Kim, CB Medicherla, CL Ma, NCF Codella, N Kukar, ...
JACC: Cardiovascular Imaging 9 (5), 505-515, 2016
Dermoscopy image analysis: overview and future directions
ME Celebi, N Codella, A Halpern
IEEE journal of biomedical and health informatics 23 (2), 474-478, 2019
Respiratory and cardiac self‐gated free‐breathing cardiac CINE imaging with multiecho 3D hybrid radial SSFP acquisition
J Liu, P Spincemaille, NCF Codella, TD Nguyen, MR Prince, Y Wang
Magnetic resonance in medicine 63 (5), 1230-1237, 2010
Automatic left ventricle segmentation using iterative thresholding and an active contour model with adaptation on short-axis cardiac MRI
HY Lee, NCF Codella, MD Cham, JW Weinsaft, Y Wang
IEEE Transactions on Biomedical Engineering 57 (4), 905-913, 2009
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