H. Peter Soyer

According to our database, H. Peter Soyer authored at least 21 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

A General-Purpose Multimodal Foundation Model for Dermatology.

Siyuan Yan, Zhen Yu, Clare Primiero, Cristina Vico-Alonso, Zhonghua Wang, Litao Yang, Philipp Tschandl, Ming Hu, Gin Tan, Vincent Tang, Aik Beng Ng, David Powell, C. Paul Bonnington, Simon See, Monika Janda, Victoria Mar, Harald Kittler, H. Peter Soyer, Zongyuan Ge

CoRR, 2024

Prompt-driven Latent Domain Generalization for Medical Image Classification.

Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge

CoRR, 2024

A Tiered Quadruplet Network with Patient-Specific Mining and Dynamic Margin for Improved ugly Duckling Lesion Classification.

Nathasha Naranpanawa, H. Peter Soyer, Adam Mothershaw, Gayan K. Kulatilleke, Zongyuan Ge, Brigid Betz-Stablein, Shekhar S. Chandra

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis.

Deval Mehta, Brigid Betz-Stablein, Toàn D. Nguyên, Yaniv Gal, Adrian Bowling, Martin Haskett, Maithili Sashindranath, C. Paul Bonnington, Victoria Mar, H. Peter Soyer, Zongyuan Ge

CoRR, 2023

Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification.

Nathasha Naranpanawa, H. Peter Soyer, Adam Mothershaw, Gayan K. Kulatilleke, Zongyuan Ge, Brigid Betz-Stablein, Shekhar S. Chandra

CoRR, 2023

Application of Machine Learning in Melanoma Detection and the Identification of 'Ugly Duckling' and Suspicious Naevi: A Review.

Fatima Al Zegair, D. Nathasha U. Naranpanawa, Brigid Betz-Stablein, Monika Janda, H. Peter Soyer, Shekhar S. Chandra

CoRR, 2023

EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition.

Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatrainst, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge

CoRR, 2023

EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition.

Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Suspicious Naevi Classification Using Auxiliary Classifier Generative Adversarial Network.

Fatima Al Zegair, Chantal Rutjes, Brigid Betz-Stablein, Zongyuan Ge, H. Peter Soyer, Shekhar S. Chandra

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision.

Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, H. Peter Soyer, Zongyuan Ge

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

Slim-YOLO: A Simplified Object Detection Model for the Detection of Pigmented Iris Freckles as a Potential Biomarker for Cutaneous Melanoma.

D. Nathasha U. Naranpanawa, Yanyang Gu, Shekhar S. Chandra, Brigid Betz-Stablein, Richard A. Sturm, H. Peter Soyer, Anders P. Eriksson

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 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

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

Fighting Melanoma with Smartphones: A Snapshot of Where We are a Decade after App Stores Opened Their Doors.

Alexander Ngoo, Anna Finnane, Erin McMeniman, H. Peter Soyer, Monika Janda

Int. J. Medical Informatics, 2018

2016

Concurrent Reflectance Confocal Microscopy and Laser Doppler Flowmetry to Improve Skin Cancer Imaging: A Monte Carlo Model and Experimental Validation.

Alireza Mowla, Thomas Taimre, Yah Leng Lim, Karl Bertling, Stephen J. Wilson, Tarl W. Prow, H. Peter Soyer, Aleksandar D. Rakic

Sensors, 2016

2015

Segmentation of skin strata in reflectance confocal microscopy depth stacks.

Samuel C. Hames, Marco Ardigò, H. Peter Soyer, Andrew P. Bradley, Tarl W. Prow

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Anatomical Skin Segmentation in Reflectance Confocal Microscopy with Weak Labels.

Samuel C. Hames, Marco Ardigò, H. Peter Soyer, Andrew P. Bradley, Tarl W. Prow

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014

Mobile Medical Applications for Melanoma Risk Assessment: False Assurance or Valuable Tool?

Xavier Chadwick, Lois J. Loescher, Monika Janda, H. Peter Soyer

Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

2009

Fuzzy logic techniques for blotch feature evaluation in dermoscopy images.

Azmath Khan, Kapil Gupta, Ronald Joe Stanley, William V. Stoecker, Randy H. Moss, Giuseppe Argenziano, H. Peter Soyer, Harold S. Rabinovitz, Armand B. Cognetta Jr.

Comput. Medical Imaging Graph., 2009

2008

Automatic detection of blue-white veil and related structures in dermoscopy images.

M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer

Comput. Medical Imaging Graph., 2008

2006

Mobile teledermatology coming in age.

Christoph Ebner, Gerald Gabler, Cesare Massone, Rainer Hofmann-Wellenhof, Gian P. Lozzi, Elisabeth Wurm, H. Peter Soyer

Elektrotech. Informationstechnik, 2006