H. Peter Soyer

30 papers A* 1B 1Misc 3Journal 22Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Vision-Language Foundation Model for Zero-shot Clinical Collaboration and Automated Concept Discovery in Dermatology. CoRR Siyuan Yan, Xieji Li, Dan Mo, Philipp Tschandl, Yiwen Jiang, Zhonghua Wang, Ming Hu, Lie Ju, Cristina Vico-Alonso, Yizhen Zheng, Jiahe Liu, Juexiao Zhou, Camilla Chello, Jen G. Cheung, Julien Anriot, Luc Thomas, Clare Primiero, Gin Tan, Aik Beng Ng, Simon See, Xiaoying Tang, Albert Ip, Xiaoyang Liao, Adrian Bowling, Martin Haskett, Shuang Zhao, Monika Janda, H. Peter Soyer, Victoria Mar, Harald Kittler, Zongyuan Ge
2025	J	`jnl`	A systematic review of microsimulation models for skin cancer. BMC Medical Informatics Decis. Mak. Caroline G. Watts, Kirstie G. McLoughlin, Stephen Wade, Amelia K. Smit, H. Peter Soyer, Pablo Fernandez-Penas, David C. Whiteman, Pascale Guitera, Gillian Reyes-Marcelino, Karen Canfell, Anne E. Cust, Michael Caruana
2025	J	`jnl`	Automated triage of cancer-suspicious skin lesions with 3D total-body photography. npj Digit. Medicine Nicholas R. Kurtansky, Maura C. Gillis, Noel C. F. Codella, Brian D'Alessandro, Zongyuan Ge, Pascale Guitera, Allan C. Halpern, Harald Kittler, Josep Malvehy, Konstantinos Liopyris, Victoria Mar, Linda K. Martin, Lara Valeska Maul, Alexander Navarini, Tarlia Rajeswaran, Vin Rajeswaran, Nadia Reichman, H. Peter Soyer, Jochen Weber, Siyuan Yan, Veronica Rotemberg, Kivanç Köse
2025	J	`jnl`	Multi-Aspect Knowledge-Enhanced Medical Vision-Language Pretraining with Multi-Agent Data Generation. CoRR Xieji Li, Siyuan Yan, Yingsheng Liu, H. Peter Soyer, Monika Janda, Victoria Mar, Zongyuan Ge
2025	J	`jnl`	Prompt-Driven Latent Domain Generalization for Medical Image Classification. IEEE Trans. Medical Imaging Siyuan Yan, Zhen Yu, Chi Liu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2025	J	`jnl`	Supporting Data-Frame Dynamics in AI-assisted Decision Making. CoRR Chengbo Zheng, Tim Miller, Alina Bialkowski, H. Peter Soyer, Monika Janda
2025	J	`jnl`	The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection. CoRR Anup Saha, Joseph Adeola, Nuria Ferrera, Adam Mothershaw, Gisele Rezze, Séraphin Gaborit, Brian D'Alessandro, James Hudson, Gyula Szabó, Balázs E. Pataki, Hayat Rajani, Sana Nazari, Hassan Hayat, Clare Primiero, H. Peter Soyer, Josep Malvehy, Rafael García
2024	J	`jnl`	A General-Purpose Multimodal Foundation Model for Dermatology. CoRR 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
2024	—	`conf`	A Tiered Quadruplet Network with Patient-Specific Mining and Dynamic Margin for Improved ugly Duckling Lesion Classification. ISBI Nathasha Naranpanawa, H. Peter Soyer, Adam Mothershaw, Gayan K. Kulatilleke, Zongyuan Ge, Brigid Betz-Stablein, Shekhar S. Chandra
2024	J	`jnl`	Prompt-driven Latent Domain Generalization for Medical Image Classification. CoRR Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2023	J	`jnl`	Application of Machine Learning in Melanoma Detection and the Identification of 'Ugly Duckling' and Suspicious Naevi: A Review. CoRR Fatima Al Zegair, D. Nathasha U. Naranpanawa, Brigid Betz-Stablein, Monika Janda, H. Peter Soyer, Shekhar S. Chandra
2023	—	`conf`	EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. MICCAI (7) Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2023	J	`jnl`	EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. CoRR Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatrainst, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2023	J	`jnl`	Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis. CoRR 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
2023	Misc	`conf`	Suspicious Naevi Classification Using Auxiliary Classifier Generative Adversarial Network. DICTA Fatima Al Zegair, Chantal Rutjes, Brigid Betz-Stablein, Zongyuan Ge, H. Peter Soyer, Shekhar S. Chandra
2023	A*	`conf`	Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision. CVPR Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, H. Peter Soyer, Zongyuan Ge
2023	J	`jnl`	Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision. CoRR Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, H. Peter Soyer, Zongyuan Ge
2023	J	`jnl`	Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification. CoRR Nathasha Naranpanawa, H. Peter Soyer, Adam Mothershaw, Gayan K. Kulatilleke, Zongyuan Ge, Brigid Betz-Stablein, Shekhar S. Chandra
2021	Misc	`conf`	Slim-YOLO: A Simplified Object Detection Model for the Detection of Pigmented Iris Freckles as a Potential Biomarker for Cutaneous Melanoma. DICTA D. Nathasha U. Naranpanawa, Yanyang Gu, Shekhar S. Chandra, Brigid Betz-Stablein, Richard A. Sturm, H. Peter Soyer, Anders P. Eriksson
2020	J	`jnl`	A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context. CoRR 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
2018	J	`jnl`	Fighting Melanoma with Smartphones: A Snapshot of Where We are a Decade after App Stores Opened Their Doors. Int. J. Medical Informatics Alexander Ngoo, Anna Finnane, Erin McMeniman, H. Peter Soyer, Monika Janda
2018	J	`jnl`	Transforming Dermatologic Imaging for the Digital Era: Metadata and Standards. J. Digit. Imaging Liam J. Caffery, David A. Clunie, Clara Curiel-Lewandrowski, Josep Malvehy, H. Peter Soyer, Allan Halpern
2016	J	`jnl`	Concurrent Reflectance Confocal Microscopy and Laser Doppler Flowmetry to Improve Skin Cancer Imaging: A Monte Carlo Model and Experimental Validation. Sensors Alireza Mowla, Thomas Taimre, Yah Leng Lim, Karl Bertling, Stephen J. Wilson, Tarl W. Prow, H. Peter Soyer, Aleksandar D. Rakic
2015	Misc	`conf`	Anatomical Skin Segmentation in Reflectance Confocal Microscopy with Weak Labels. DICTA Samuel C. Hames, Marco Ardigò, H. Peter Soyer, Andrew P. Bradley, Tarl W. Prow
2015	B	`conf`	Segmentation of skin strata in reflectance confocal microscopy depth stacks. Image Processing Samuel C. Hames, Marco Ardigò, H. Peter Soyer, Andrew P. Bradley, Tarl W. Prow
2014	—	`conf`	Mobile Medical Applications for Melanoma Risk Assessment: False Assurance or Valuable Tool? HICSS Xavier Chadwick, Lois J. Loescher, Monika Janda, H. Peter Soyer
2010	J	`jnl`	Automatic Detection of Blue-White Veil and Related Structures in Dermoscopy Images CoRR M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer
2009	J	`jnl`	Fuzzy logic techniques for blotch feature evaluation in dermoscopy images. Comput. Medical Imaging Graph. 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.
2008	J	`jnl`	Automatic detection of blue-white veil and related structures in dermoscopy images. Comput. Medical Imaging Graph. M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer
2006	J	`jnl`	Mobile teledermatology coming in age. Elektrotech. Informationstechnik Christoph Ebner, Gerald Gabler, Cesare Massone, Rainer Hofmann-Wellenhof, Gian P. Lozzi, Elisabeth Wurm, H. Peter Soyer