Allan Halpern

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Biomedical Imaging

Dermoscopy Images

Top Venues

IEEE J. Biomed. Health Informatics

J. Digit. Imaging

Publications

M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
Guest Editorial Skin Image Analysis in the Age of Deep Learning. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Erik P. Duhaime, Mike Jin, Taylor Moulton, Jochen Weber, Nicholas Kurtansky, Allan Halpern, Veronica Rotemberg
Nonexpert Crowds Outperform Expert Individuals in Diagnostic Accuracy on a Skin Lesion Diagnosis Task. ISBI (2023)
M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
Guest editorial: Image analysis in dermatology. Medical Image Anal. 79 (2022)
Liam J. Caffery, Jochen Weber, Nicholas Kurtansky, David A. Clunie, Steve Langer, George Shih, Allan Halpern, Veronica Rotemberg
DICOM in Dermoscopic Research: an Experience Report and a Way Forward. J. Digit. Imaging 34 (4) (2021)
Veronica Rotemberg, Nicholas 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
A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context. CoRR (2020)
M. Emre Celebi, Noel Codella, Allan Halpern, Dinggang Shen
Guest Editorial Skin Lesion Image Analysis for Melanoma Detection. IEEE J. Biomed. Health Informatics 23 (2) (2019)
M. Emre Celebi, Noel Codella, Allan Halpern
Dermoscopy Image Analysis: Overview and Future Directions. IEEE J. Biomed. Health Informatics 23 (2) (2019)
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
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC). CoRR (2019)
Noel C. F. Codella, Chung-Ching Lin, Allan Halpern, Michael Hind, Rogério Schmidt Feris, John R. Smith
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images. CoRR (2018)
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
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). ISBI (2018)
Liam J. Caffery, David A. Clunie, Clara Curiel-Lewandrowski, Josep Malvehy, H. Peter Soyer, Allan Halpern
Transforming Dermatologic Imaging for the Digital Era: Metadata and Standards. J. Digit. Imaging 31 (4) (2018)
Noel C. F. Codella, Chung-Ching Lin, Allan Halpern, Michael Hind, Rogério Schmidt Feris, John R. Smith
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images. MLCN/DLF/iMIMIC@MICCAI (2018)
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
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). CoRR (2017)
Noel C. F. Codella, Quoc-Bao Nguyen, Sharath Pankanti, David A. Gutman, Brian Helba, Allan Halpern, John R. Smith
Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images. CoRR (2016)
David A. Gutman, Noel C. F. Codella, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Nabin K. Mishra, Allan Halpern
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). CoRR (2016)