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3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Detail in Context: A Dual-Scale Machine Learning Framework for Mycosis Fungoides Detection

    Sep 29, 2026Mohamed Hazem, Tarek Waleed, Omar Khaled +8MelanomaCancer Detection

    Faculty of Engineering, Cairo University, Giza, Egypt · Dermatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt

  2. How Medical VLMs Underutilize Their Vision Encoders: A Dermatology Perspective

    Sep 29, 2026Janet Wang, Yunbei Zhang, Xiao Wang +1Medical Vision-Language ModelsSkin Lesion Classification

    Tulane University · Oak Ridge National Laboratory

  3. CAMEO: A Class-Activation-Mapped Equitable Overlay Framework for Fair and Robust Deep Learning-based Skin Condition Diagnosis

    Sep 28, 2026Youssef Attia, Debasmita MukherjeeSkin Lesion ClassificationMelanoma

    Department of Electrical and Computer Engineering, University of New Brunswick, Fredericton, NB, Canada

  4. Physics-Guided Synthetic High-Frequency Ultrasound Generation for Skin Layer Segmentation

    Sep 14, 2026Junkyung ju, Kyungho Yoon, Minwoo ShinUltrasoundHigh-Frequency Reconstruction

    Department of Software, Yonsei University (Mirae Campus), Wonju, 26493, Republic of Korea · School of Mathematics and Computing, Yonsei University, Seoul, 03722, Republic of Korea

  5. A Comparative Evaluation of Pre-trained Convolutional Neural Networks for Melanoma Detection

    Sep 12, 2026Wagner Moreno Schmitz, Marco Antonio de Castro Barbosa, Thiago Magalhães Amaral +2Skin Lesion ClassificationMelanoma

    Universidade Federal do Vale do São Francisco (Univasf), Petrolina, Pernambuco, Brasil · Universidade Tecnológica Federal do Paraná (UTFPR), Pato Branco, Paraná, Brasil

  6. Deep Learning for Biopsy-Free Subtyping of Basal Cell Carcinoma from Dermatoscopic Images

    Sep 7, 2026Alexandros Papadopoulos, Chrysa Episkopou, Ioannis Sarafis +2MelanomaSkin Lesion Classification

    School of Electrical and Computer Engineering Aristotle University of Thessaloniki, Greece · First Department of Dermatology Aristotle University of Thessaloniki, Greece

  7. Uncertainty-Aware and Explainable Ensemble Deep Learning Framework for Multi-Class Skin Lesion Classification

    Aug 11, 2026Rofiqul Islam, Lilatul FerdouseSkin Lesion ClassificationMelanoma

    Department of Computer Science and Physics, Wilfrid Laurier University, Waterloo, ON, Canada

  8. DermDepth: Toward Monocular Metric Scale 3D Reconstruction Models for Dermatology

    Jul 14, 2026Héctor Carrión, Narges NorouziSkin Lesion ClassificationMelanoma

    University of California, Santa Cruz, USA · University of California, Berkeley, USA

  9. IRIS: An Intelligent Vision-Language System for Ocular Surface Diseases via Topic Tree and Scene-Driven VQA Generation

    Jul 5, 2026Hao Wei, Wenjin Qi, Dasen Dai +2Recent Vision-Language ModelsMelanoma

    The Chinese University of Hong Kong, Shatin, Hong Kong, China · Westlake University, Xihu District, Hangzhou, Zhejiang Province, China

  10. Geometry-Aware Superpixel Graph Transformer with Metadata for Skin Lesion Classification

    Jun 18, 2026Muhammad Azeem, Tanveer Hussain, Amr Ahmed +1Skin Lesion ClassificationMelanoma

    Edge Hill University, Ormskirk, Lancashire, L39 4QP, United Kingdom

  11. PEFT-MedSAM: Efficient Fine-Tuning of Medical Foundation Models for Explainable Skin Lesion Segmentation

    Jun 17, 2026Asad Channa, Abdullah Khan, Asghar Ali Chandio +4Skin Lesion ClassificationLesion Segmentation

    Department of Computer Science, Quaid-e-Awam University of Engineering, Sciences & Technology · Department of Artificial Intelligence, Quaid-e-Awam University of Engineering, Sciences & Technology, Pakistan · Department of Computer Science, Sindh Madressatul Islam University, City Campus, Karachi +1

  12. Two-Stage Fine-Tuning of ResNet50 for High-Sensitivity Melanoma Detection on Dermoscopic Images

    Jun 11, 2026Aryan BhagatSkin Lesion ClassificationMelanoma

    MS Computer Science, Florida Atlantic University, Boca Raton, FL

  13. Cascade Classification of Dermoscopic Images of Skin Neoplasms with Controllable Sensitivity and External Clinical Validation

    Jun 11, 2026Elena S. Kozachok, Sergey S. Seregin, Aleksandr V. Kozachok +2Skin Lesion ClassificationMelanoma

    Ivannikov Institute for System Programming of the Russian Academy of Sciences (ISP RAS), Moscow, Russia · Orel Oncological Dispensary, Orel, Russia

  14. Intelligent Skin Cancer Detection Using a Multispectral Metasurface and a Hybrid

    Jun 9, 2026Afsane Saee ArezoomandSkin Lesion ClassificationMelanoma

    Young Researchers and Elite Club, Islamic Azad University, Urmia Branch, Urmia, Iran

  15. How Indian Dermatologists are Utilizing Artificial Intelligence for Clinical Practice and Workflow Management: A Nationwide Survey with a Special Focus on atopic dermatitis

    Jun 3, 2026Dipayan Sengupta, Saumya Panda, Sandipan Dhar +3Real-World Clinical WorkflowsSkin Lesion Classification

    Charnock Hospital, Kolkata, India · Department of Dermatology, Jagannath Gupta Institute of Medical Sciences and Hospital, Kolkata, India · Department of Pediatric Dermatology, Institute of Child Health, Kolkata-700017, India +3

  16. CoFiDA-M: Concept-Aware Feature Modulation for Cross-Domain Adaptation with Image-Only Inference

    May 29, 2026Nurjahan Sultana, Moi Hoon Yap, Xinqi Fan +1Skin Lesion ClassificationMelanoma

    Department of Computing and Mathematics, Manchester Metropolitan University Dalton Building, Chester Street, M1 5GD Manchester, UK

  17. Clinical Validation of the Melanoscope AI Mobile Dermoscopy Clinical Decision Support System

    May 26, 2026Elena Sergeevna Kozachok, Sergey Sergeevich SereginSkin Lesion ClassificationMelanoma

    1Ivannikov Institute for System Programming of the Russian Academy of Sciences (ISP RAS),2026 25 Alexander Solzhenitsyn str., Moscow, 109004, Russian Federation · 2Orel Regional Oncology Dispensary,May 2 Ippodromny lane, Orel, Russian Federation

  18. CNNs, Transformers, Hybrid, and Vision Language Models for Skin Cancer Detection

    May 25, 2026Durjoy Dey, Yuhong Yan, Hassan HajjdiabMelanomaCancer Detection

    Department of Computer Science and Software Engineering, Concordia University, Montreal, Canada · Ebovir Biotechnologie Inc., Montreal, Canada

  19. Privacy-Preserving Local Language Models for Longitudinal Data Retrieval in Chronic Dermatologic Disease: Implementation in Pemphigus Patients

    May 24, 2026Abdurrahim Yilmaz, Ayşe Esra Koku Aksu, Duygu Yamen +5Longitudinal Patient RecordsSummarization

    Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London · Department of Dermatology and Venereology, Istanbul Research and Training Hospital · Department of Dermatology and Venereology, Istanbul Medeniyet University +1

  20. DermAgent: A Self-Reflective Agentic System for Dermatological Image Analysis with Multi-Tool Reasoning and Traceable Decision-Making

    May 14, 2026Yize Liu, Siyuan Yan, Ming Hu +5Skin Lesion ClassificationMelanoma

    AIM for Health Lab, Faculty of Information Technology, Monash University, Melbourne, Australia · Faculty of Information Technology, Monash University, Melbourne, Australia · University College London, Institute of Ophthalmology, London, United Kingdom

  21. Synthetic Data Generation for Long-Tail Medical Image Classification: A Case Study in Skin Lesions

    May 4, 2026Jiaxiang Jiang, Mahesh Subedar, Omesh TickooMedical Image ClassificationSkin Lesion Classification

    Intel · Google

  22. Are Multimodal LLMs Ready for Clinical Dermatology? A Real-World Evaluation in Dermatology

    May 1, 2026Roy Jiang, Hyunjae Kim, Zhenyue Qin +8Multimodal Clinical DataMelanoma

    Department of Dermatology, Yale School of Medicine, Yale University, New Haven, CT, USA · Department of Bioinformatics and Data Science, Yale School of Medicine, Yale University, New Haven, CT, USA · Yale School of Medicine, Yale University, New Haven, CT, USA

  23. JI-ADF: Joint-Individual Learning with Adaptive Decision Fusion for Multimodal Skin Lesion Classification

    Apr 30, 2026Phan Nguyen, Dat Cao, Hien Kha +4Skin Lesion ClassificationMelanoma

    1KAIST · 2Taipei Medical University · 3Yale University

  24. Context-aware Skin Cancer Epithelial Cell Classification with Scalable Graph Transformers

    Feb 17, 2026Lucas Sancéré, Noémie Moreau, Katarzyna BozekMelanomaWhole-Slide Images

    Faculty of Mathematics and Natural Sciences, University of Cologne, Cologne, North Rhine-Westphalia, Germany · Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, North Rhine-Westphalia, Germany · Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and University Hospital Cologne, University of Cologne, North Rhine-Westphalia, Germany +1

  25. Skin-R1: Clinical Knowledge-Guided Dermatological Diagnosis Using Vision-Language Models

    Nov 18, 2025Zehao Liu, Weijieying Ren, Jipeng Zhang +4Skin Lesion ClassificationMelanoma

    Pennsylvania State University, University Park, PA 16802, USA · Stanford University, Stanford, CA 94305, USA · Hong Kong University of Science and Technology, Hong Kong, China

  26. Latent Space Analysis for Interpretable Uncertainty in Melanoma Classification

    Jun 23, 2025Ciro Listone, Aniello MuranoSkin Lesion ClassificationMelanoma

    University of Naples Federico II, Naples, Italy.