Noel Codella
Noel Codella
Principal Researcher @ Microsoft
Verified email at - Homepage
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Cited by
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
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
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
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
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
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
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
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
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
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
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
BCN20000: Dermoscopic lesions in the wild
M Combalia, NCF Codella, V Rotemberg, B Helba, V Vilaplana, O Reiter, ...
arXiv preprint arXiv:1908.02288, 2019
Cvt: Introducing convolutions to vision transformers
H Wu, B Xiao, N Codella, M Liu, X Dai, L Yuan, L Zhang
arXiv preprint arXiv:2103.15808, 2021
Automated segmentation of routine clinical cardiac magnetic resonance imaging for assessment of left ventricular diastolic dysfunction
K Kawaji, NCF Codella, MR Prince, CW Chu, A Shakoor, TM LaBounty, ...
Circulation: Cardiovascular Imaging 2 (6), 476-484, 2009
Effects of papillary muscles and trabeculae on left ventricular quantification: increased impact of methodological variability in patients with left ventricular hypertrophy
M Janik, MD Cham, MI Ross, Y Wang, N Codella, JK Min, MR Prince, ...
Journal of hypertension 26 (8), 1677-1685, 2008
Left Ventricle: Automated Segmentation by Using Myocardial Effusion Threshold Reduction and Intravoxel Computation at MR Imaging1
NCF Codella, JW Weinsaft, MD Cham, M Janik, MR Prince, Y Wang
Radiology 248 (3), 1004-1012, 2008
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
Improved left ventricular mass quantification with partial voxel interpolation: in vivo and necropsy validation of a novel cardiac MRI segmentation algorithm
NCF Codella, HY Lee, DS Fieno, DW Chen, S Hurtado-Rua, M Kochar, ...
Circulation: Cardiovascular Imaging 5 (1), 137-146, 2012
A broader study of cross-domain few-shot learning
Y Guo, NC Codella, L Karlinsky, JV Codella, JR Smith, K Saenko, ...
European Conference on Computer Vision, 124-141, 2020
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