Publications by authors named "Allan Halpern"

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Noninvasive Diagnosis of Melanoma Using Machine Learning and Reflectance Confocal Microscopy.
Jonathan Kentley, Nicholas Kurtansky, Manu Jain, Miguel Cordova, Jochen Weber, Allan C Halpern

J Invest Dermatol· January 2026

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Evaluating skin tone scales for dermatologic dataset labeling: a prospective-comparative study.
Vanessa R Weir, Yingjoy Li, Maura C Gillis, Nicholas R Kurtansky, Trina Salvador, Allan C Halpern

NPJ Digit Med· December 2025

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Cutaneous Melanoma Risk Assessment among Individuals with a High-Risk Nevus Phenotype.
Luísa Polo-Silveira, Stephen W Dusza, Jonathan Kentley, Michael A Marchetti, Nicholas R Kurtansky, Allan C Halpern

J Invest Dermatol· November 2025

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Privacy in Imaging for Dermatology Research.
Liam J Caffery, Ryan P Sullivan, Aideen McInerney-Leo, Craig Lawn, Roshni A Mendis, Allan C Halpern

J Invest Dermatol· November 2025

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Improving dataset transparency in dermatologic Artificial Intelligence using a dataset nutrition label.
Yingjoy Li, Matthew Taylor, Kasia S Chmielinski, Allan C Halpern, Roxana Daneshjou

NPJ Digit Med· November 2025

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Automated triage of cancer-suspicious skin lesions with 3D total-body photography.
Nicholas R Kurtansky, Maura C Gillis, Noel C F Codella, Brian M D'Alessandro, Zongyuan Ge, Allan C Halpern

NPJ Digit Med· November 2025

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Pigment Network Analysis in Melanoma and Nevi: Retrospective Study from Snippets to Full Dermoscopic Images.
Noa Kremer, Isabella N Dana, Emmanouil Chousakos, Larissa M Pastore, Allan C Halpern

Dermatol Pract Concept· October 2025

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Special Issue on Artificial Intelligence in Dermatology: A Call for Collaborative Innovation.
Harald Kittler, Philipp Tschandl, Catarina Barata, Zongyuan Ge, Allan Halpern

Dermatol Pract Concept· October 2025

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Baseline dermoscopic patterns predict long-term changes in nevus diameter and in dermoscopic features.
Ofer Reiter, Tomer Mimouni, Alon Scope, Nicholas R Kurtansky, Larissa Pastore, Allan C Halpern

J Eur Acad Dermatol Venereol· September 2025

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Effect of patient-contextual skin images in human- and artificial intelligence-based diagnosis of melanoma: Results from the 2020 SIIM-ISIC melanoma classification challenge.
Nicholas R Kurtansky, Clare A Primiero, Brigid Betz-Stablein, Marc Combalia, Pascale Guitera, Allan Halpern

J Eur Acad Dermatol Venereol· August 2025

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Photographic Quantification of Actinic Keratoses Using Human- and Artificial Intelligence-Based Assessment: A Pilot Study.
Yingjoy Li, Viviane Liao, Ian R Nykaza, Michael M Ong, Kivanc Kose, Allan C Halpern

J Invest Dermatol· August 2025

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MILK10k: A Hierarchical Multimodal Imaging-Learning Toolkit for Diagnosing Pigmented and Nonpigmented Skin Cancer and its Simulators.
Philipp Tschandl, Bengu Nisa Akay, Cliff Rosendahl, Veronica Rotemberg, Verche Todorovska, Allan Halpern

J Invest Dermatol· July 2025

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International Skin Imaging Collaboration-Designated Diagnoses (ISIC-DX): Consensus terminology for lesion diagnostic labeling.
Alon Scope, Konstantinos Liopyris, Jochen Weber, Raymond L Barnhill, Ralph P Braun, Allan C Halpern

J Eur Acad Dermatol Venereol· January 2025

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The SLICE-3D dataset: 400,000 skin lesion image crops extracted from 3D TBP for skin cancer detection.
Nicholas R Kurtansky, Brian M D'Alessandro, Maura C Gillis, Brigid Betz-Stablein, Sara E Cerminara, Allan C Halpern

Sci Data· August 2024

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BCN20000: Dermoscopic Lesions in the Wild.
Carlos Hernández-Pérez, Marc Combalia, Sebastian Podlipnik, Noel C F Codella, Veronica Rotemberg, Allan C Halpern

Sci Data· June 2024

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Consent and Identifiability for Patient Images in Research, Education, and Image-Based Artificial Intelligence.
Trina Salvador, Lilly Gu, Jennifer L Hay, Nicholas R Kurtansky, Ruth Masterson-Creber, Allan C Halpern

JAMA Dermatol· April 2024

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Expert Agreement on the Presence and Spatial Localization of Melanocytic Features in Dermoscopy.
Konstantinos Liopyris, Cristian Navarrete-Dechent, Michael A Marchetti, Veronica Rotemberg, Zoe Apalla, Allan C Halpern

J Invest Dermatol· March 2024

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Continuing Medical Education-accredited reflectance confocal microscopy course in the USA and its impact on learning and clinical integration: report from a single centre.
Cristian Navarrete-Dechent, Milind Rajadhyaksha, Ashfaq A Marghoob, Kishwer S Nehal, Allan C Halpern

Clin Exp Dermatol· March 2024

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How Foundation Models Are Shaking the Foundation of Medical Knowledge.
Harald Kittler, Allan Halpern

J Invest Dermatol· February 2024

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Melanoma screening and public education for minority populations in the United States.
Collin M Costello, Stephen W Dusza, Ashfaq A Marghoob, Allan C Halpern

J Am Acad Dermatol· January 2024

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Dermatology patient perspectives regarding consent, privacy, security, and identifiability of clinical photography at a tertiary cancer center: A qualitative study.
Yuna Oh, Mary Sun, Lilly Gu, Trina Salvador, Liliane Sar-Graycar, Allan Halpern

JAAD Int· September 2023

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Improving Artificial Intelligence-Based Diagnosis on Pediatric Skin Lesions.
Paras P Mehta, Mary Sun, Brigid Betz-Stablein, Allan Halpern, H Peter Soyer

J Invest Dermatol· August 2023

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A reinforcement learning model for AI-based decision support in skin cancer.
Catarina Barata, Veronica Rotemberg, Noel C F Codella, Philipp Tschandl, Christoph Rinner, Allan Halpern

Nat Med· August 2023

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Prospective validation of dermoscopy-based open-source artificial intelligence for melanoma diagnosis (PROVE-AI study).
Michael A Marchetti, Emily A Cowen, Nicholas R Kurtansky, Jochen Weber, Megan Dauscher, Allan C Halpern

NPJ Digit Med· July 2023

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Agreement Between Experts and an Untrained Crowd for Identifying Dermoscopic Features Using a Gamified App: Reader Feasibility Study.
Jonathan Kentley, Jochen Weber, Konstantinos Liopyris, Ralph P Braun, Ashfaq A Marghoob, Allan C Halpern

JMIR Med Inform· January 2023

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