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 | 2042 | 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 | 1864 | 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 | 1152 | 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 | 843 | 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 | 763 | 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 | 736 | 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 | 648 | 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 | 589 | 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 | 494 | 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 | 446 | 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 | 436 | 2019 |
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 | 395 | 2021 |
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 | 391 | 2022 |
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 | 366* | 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 | 291 | 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 | 228 | 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 | 194 | 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 | 178 | 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 | 169 | 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 | 166 | 2009 |