David A. Gutman

发表

Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study.

R. Hofmann-Wellenhof, H. Cabo, A. Lallas, 2019, The Lancet. Oncology.

The status of digital pathology and associated infrastructure within Alzheimer’s Disease Centers

Kwun Chuen Gary Chan, David Gutman, M. Murray, 2023, Journal of neuropathology and experimental neurology.

Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology: CLEAR Derm Consensus Guidelines From the International Skin Imaging Collaboration Artificial Intelligence Working Group.

P. Tschandl, N. Codella, David Gutman, 2021, JAMA dermatology.

Analysis of morphological characteristics of IDH-mutant/wildtype brain tumors using whole-lesion phenotype analysis

Raymond Y Huang, James M. Snyder, David Gutman, 2021, Neuro-oncology advances.

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

A. Kalloo, A. Marghoob, N. Codella, 2018, Journal of the American Academy of Dermatology.

Deep learning ensembles for melanoma recognition in dermoscopy images pdf

Sharath Pankanti, John R. Smith, Noel C. F. Codella, 2016, IBM J. Res. Dev..

A patient-centric dataset of images and metadata for identifying melanomas using clinical context pdf

George Shih, H. Peter Soyer, Marc Combalia, 2020, Scientific Data.

Computer Algorithms Show Potential for Improving Dermatologists' Accuracy to Diagnose Cutaneous Melanoma; Results of ISIC 2017.

A. Kalloo, N. Codella, David Gutman, 2020, Journal of the American Academy of Dermatology.

Artificial Intelligence Approach in Melanoma

Allan C. Halpern, Noel C. F. Codella, M. Emre Celebi, 2019, Melanoma.

Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC) pdf

Noel C. F. Codella, M. Emre Celebi, Veronica Rotemberg, 2019, ArXiv.

Validation of artificial intelligence prediction models for skin cancer diagnosis using dermoscopy images: the 2019 International Skin Imaging Collaboration Grand Challenge

P. Tschandl, N. Codella, David Gutman, 2022, The Lancet. Digital health.