Alan Halpern

According to our database, Alan Halpern authored at least 17 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Guest Editorial Skin Image Analysis in the Age of Deep Learning.

M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu

IEEE J. Biomed. Health Informatics, 2023

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, Jennifer Defazio, Liang Deng, Stephen W. Dusza, Helen Haliasos, Allan C. Halpern, Sharif Hosein, Zaeem H. Nazir, Ashfaq A. Marghoob, Elizabeth A. Quigley, Trina Salvador, Veronica Rotemberg

npj Digit. Medicine, 2023

Nonexpert Crowds Outperform Expert Individuals in Diagnostic Accuracy on a Skin Lesion Diagnosis Task.

Erik P. Duhaime, Mike Jin, Taylor Moulton, Jochen Weber, Nicholas R. Kurtansky, Allan Halpern, Veronica Rotemberg

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Guest editorial: Image analysis in dermatology.

M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu

Medical Image Anal., 2022

2021

DICOM in Dermoscopic Research: an Experience Report and a Way Forward.

Liam J. Caffery, Jochen Weber, Nicholas R. Kurtansky, David A. Clunie, Steve Langer, George Shih, Allan Halpern, Veronica Rotemberg

J. Digit. Imaging, 2021

2020

A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context.

Veronica Rotemberg, Nicholas R. Kurtansky, Brigid Betz-Stablein, Liam J. Caffery, Emmanouil Chousakos, Noel Codella, Marc Combalia, Stephen W. Dusza, Pascale Guitera, David A. Gutman, Allan Halpern, Harald Kittler, Kivanç Köse, Steve Langer, Konstantinos Liopryis, Josep Malvehy, Shenara Musthaq, Jabpani Nanda, Ofer Reiter, George Shih, Alexander Stratigos, Philipp Tschandl, Jochen Weber, H. Peter Soyer

CoRR, 2020

2019

Guest Editorial Skin Lesion Image Analysis for Melanoma Detection.

M. Emre Celebi, Noel Codella, Allan Halpern, Dinggang Shen

IEEE J. Biomed. Health Informatics, 2019

Dermoscopy Image Analysis: Overview and Future Directions.

M. Emre Celebi, Noel Codella, Allan Halpern

IEEE J. Biomed. Health Informatics, 2019

BCN20000: Dermoscopic Lesions in the Wild.

Marc Combalia, Noel C. F. Codella, Veronica Rotemberg, Brian Helba, Verónica Vilaplana, Ofer Reiter, Allan C. Halpern, Susana Puig, Josep Malvehy

CoRR, 2019

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

Noel C. F. Codella, Veronica Rotemberg, Philipp Tschandl, M. Emre Celebi, Stephen W. Dusza, David A. Gutman, Brian Helba, Aadi Kalloo, Konstantinos Liopyris, Michael A. Marchetti, Harald Kittler, Allan Halpern

CoRR, 2019

2018

Transforming Dermatologic Imaging for the Digital Era: Metadata and Standards.

Liam J. Caffery, David A. Clunie, Clara Curiel-Lewandrowski, Josep Malvehy, H. Peter Soyer, Allan Halpern

J. Digit. Imaging, 2018

Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images.

Noel C. F. Codella, Chung-Ching Lin, Allan Halpern, Michael Hind, Rogério Schmidt Feris, John R. Smith

Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018

Skin lesion analysis toward melanoma detection: A challenge at the 2017 International symposium on biomedical imaging (ISBI), hosted by the international skin imaging collaboration (ISIC).

Noel C. F. Codella, David A. Gutman, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin K. Mishra, Harald Kittler, Allan Halpern

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Deep learning ensembles for melanoma recognition in dermoscopy images.

Noel C. F. Codella, Quoc-Bao Nguyen, Sharath Pankanti, David A. Gutman, Brian Helba, Alan Halpern, John R. Smith

IBM J. Res. Dev., 2017

2016

Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC).

David A. Gutman, Noel C. F. Codella, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Nabin K. Mishra, Allan Halpern

CoRR, 2016

Classification of dermoscopy patterns using deep convolutional neural networks.

Sergey Demyanov, Rajib Chakravorty, Mani Abedini, Alan Halpern, Rahil Garnavi

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images.

Noel Codella, Junjie Cai, Mani Abedini, Rahil Garnavi, Alan Halpern, John R. Smith

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015