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Brian Helba
Brian Helba
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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
19232018
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
10542019
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
7312016
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
6302017
Bcn20000: Dermoscopic lesions in the wild
M Combalia, NCF Codella, V Rotemberg, B Helba, V Vilaplana, O Reiter, ...
arXiv preprint arXiv:1908.02288, 2019
4512019
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
4132019
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
3652021
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
2852018
A multimodal cell census and atlas of the mammalian primary motor cortex
Principal manuscript editors, Analysis coordination, ...
Nature 598 (7879), 86-102, 2021
2582021
Computer algorithms show potential for improving dermatologists' accuracy to diagnose cutaneous melanoma: Results of the International Skin Imaging Collaboration 2017
MA Marchetti, K Liopyris, SW Dusza, NCF Codella, DA Gutman, B Helba, ...
Journal of the American Academy of Dermatology 82 (3), 622-627, 2020
842020
Checklist for evaluation of image-based artificial intelligence reports in dermatology: CLEAR derm consensus guidelines from the international skin imaging collaboration …
R Daneshjou, C Barata, B Betz-Stablein, ME Celebi, N Codella, ...
JAMA dermatology 158 (1), 90-96, 2022
782022
Validation of artificial intelligence prediction models for skin cancer diagnosis using dermoscopy images: the 2019 International Skin Imaging Collaboration Grand Challenge
M Combalia, N Codella, V Rotemberg, C Carrera, S Dusza, D Gutman, ...
The Lancet Digital Health 4 (5), e330-e339, 2022
602022
A modular computational framework for medical digital twins
J Masison, J Beezley, Y Mei, HAL Ribeiro, AC Knapp, L Sordo Vieira, ...
Proceedings of the National Academy of Sciences 118 (20), e2024287118, 2021
522021
Skin lesion analysis toward melanoma detection
D Gutman, N Codella, E Celebi, B Helba, M Marchetti, N Mishra, ...
International Symposium on Biomedical Imaging (ISBI),(International Skin …, 2016
332016
Tumor volume measurement error using computed tomography imaging in a phase II clinical trial in lung cancer
CI Henschke, DF Yankelevitz, R Yip, V Archer, G Zahlmann, K Krishnan, ...
Journal of Medical Imaging 3 (3), 035505-035505, 2016
242016
A multimodal cell census and atlas of the mammalian primary motor cortex
BRAIN Initiative Cell Census Network (BICCN), RS Adkins, AI Aldridge, ...
Biorxiv, 2020.10. 19.343129, 2020
222020
Multi-scale classification based lesion segmentation for dermoscopic images
M Abedini, N Codella, R Chakravorty, R Garnavi, D Gutman, B Helba, ...
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
52016
Checklist for evaluation of image-based AI reports in dermatology: CLEAR derm consensus guidelines from the International Skin Imaging Collaboration artificial intelligence …
R Daneshjou, C Barata, B Betz-Stablein, ME Celebi, N Codella, ...
JAMA dermatology 158 (1), 90, 2022
42022
Simultaneous estimation of bias and resolution in PET images with a long-lived “pocket” phantom system
PE Kinahan, DW Byrd, B Helba, KA Wangerin, X Liu, JR Levy, KC Allberg, ...
Tomography 4 (1), 33-41, 2018
42018
Computational modeling of macrophage iron sequestration during host defense against Aspergillus
B Adhikari, Y Scindia, L Sordo Vieira, H de Assis Lopes Ribeiro, ...
Msphere 7 (4), e00074-22, 2022
32022
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