Skin Lesion Classification

Ask about this topic

Recent momentum

-29%

5 papers in the last 28 days · 0.1% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this topic, kept on the site without email delivery.

Period ending 2026-09-21

1 new paper

A weekly snapshot of new work published in Skin Lesion Classification.

Period ending 2026-09-14

2 new papers

A weekly snapshot of new work published in Skin Lesion Classification.

Period ending 2026-09-07

1 new paper

A weekly snapshot of new work published in Skin Lesion Classification.

49 papers

Latest in Skin Lesion Classification

Open your feed →
CardsList

  1. Benchmarking Off-the-Shelf Multimodal AI Models Against Dermatologists on Patient-Captured Skin Images

    Sep 21, 2026Rian Dolphin, Laura KnowlesSkin Lesion ClassificationMultimodal Clinical Data

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

    Sep 14, 2026Junkyung ju, Kyungho Yoon, Minwoo ShinUltrasoundMedical Image Generation

  3. 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 ClassificationConvolutional Neural Networks

  4. BruNet: A Cross-Domain Transfer Framework for Bruise Segmentation

    Sep 11, 2026Qiming Wang, Richard J. Motley, Ebube E. Obi +2Skin Lesion ClassificationVision Encoders

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

    Sep 7, 2026Alexandros Papadopoulos, Chrysa Episkopou, Ioannis Sarafis +2Skin Lesion ClassificationDeep Learning

  6. Beyond Blur: A Semantic Tri-view Pipeline for Teledermatology Gradability via Skin Micro-relief

    Sep 2, 2026Robert EngelSkin Lesion ClassificationSmartphone Photographs

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

    Aug 11, 2026Rofiqul Islam, Lilatul FerdouseSkin Lesion ClassificationAuc-Roc

  8. Integrating Implicit and Explicit Relational Biases through Graph-Based Multiple Instance Learning: A Case Study in Skin Lesion Diagnosis

    Aug 6, 2026Rafał Buler, Jakub Buler, Maciej Bobowicz +1Skin Lesion ClassificationMultiple Instance Learning

  9. Multimodal Skin Lesion Classification with Swin Transformer and Clinical Metadata Fusion

    Aug 4, 2026Nethmi Pathirana, Isuru Munasinghe, Dileeka AlwisSkin Lesion ClassificationMultimodal Classification

  10. Open-Linguistic Concept Unified Learning for Cross-Site Interpretable Dermatology Image Diagnosis

    Aug 4, 2026Chengyu Wu, Junpeng Tan, Wanxiang Luo +3Skin Lesion ClassificationMedical Vision-Language Models

  11. Searching for Robust Augmentations to Improve Out-of-Domain Generalization in Dermoscopic Skin Cancer Classification

    Jul 29, 2026Alexander Kozachok, Ilya Latyshev, Evgeny Karpulevich +3Skin Lesion ClassificationSynthetic Data Augmentation

  12. Interpretable Image-Level Acne Severity Grading via EfficientNet-B0 Transfer Learning and Grad-CAM

    Jul 29, 2026Sophie Zeng, Sean Kalaycioglu, Collin Hong +1Skin Lesion ClassificationEfficientnet Encoder

  13. A Picture Says Thousands of Words - Harnessing Dermal Exposure Data from Images through Hybrid Deep Learning for Enhanced Safety Assessment

    Jul 28, 2026Hua Qian, Manisha Kotha, Tuan Tran +2Skin Lesion ClassificationComputer Vision

  14. In-Context Learning for Wound Classification with Small Multimodal Language Models

    Jul 21, 2026George Martvel, Oskar Gustafsson, John Pavia +1Multimodal Wound AnalysisFew-Shot Learning

  15. Privileged Lesion-Context Relational Distillation for Mask-Free Skin Lesion Classification

    Jul 21, 2026Abu Mukaddim Rahi, Md Mithun Hossain, Md Zulficar Hasan Joy +2Skin Lesion ClassificationLesion

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

    Jul 14, 2026Héctor Carrión, Narges NorouziSkin Lesion Classification3D Reconstruction

  17. Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification

    Jul 14, 2026Héctor Carrión, Narges NorouziSkin Lesion ClassificationMedical Image Generation

  18. Triple-Phase Multimodal Knowledge Aggregation Framework for Microbial Keratitis Subtype Diagnosis on Slit-Lamp Photography

    Jul 4, 2026Yiqing Wang, Maria A. Woodward, Ziyun Yang +11Skin Lesion ClassificationOphthalmology

  19. A Dual Edge Spatial Jacobian Image Graph for Interpretable Diabetic Retinopathy Grading

    Jun 23, 2026Inam Ullah, Imran Razzak, Shoaib JameelInterpretable Diabetic Retinopathy GradingFundus Images

  20. IViT: A Novel Interpretable Visual Transformer for Skin Disease Detection

    Jun 22, 2026Haibiao Li, Di Lin, Xue Jiang +3Skin Lesion ClassificationSelf-Supervised Vision Transformers

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

    Jun 18, 2026Muhammad Azeem, Tanveer Hussain, Amr Ahmed +1Skin Lesion ClassificationGraph Representation Learning

  22. 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 ClassificationDeep Learning

  23. LLM-Based Visual Explanation Evaluation Framework for Assessing the Explainability of Facial Skin Disease Classification Models

    Jun 15, 2026Gyuyeon NaSkin Lesion ClassificationExplainability

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

    Jun 11, 2026Aryan BhagatSkin Lesion ClassificationResnet-18

  25. 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 ClassificationObject Classification

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

    Jun 9, 2026Afsane Saee ArezoomandSkin Lesion ClassificationSelf-Supervised Vision Transformers

  27. 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

  28. Effect of Demographic Bias on Skin Lesion Classification

    Jun 2, 2026Ralf Raumanns, Gerard Schouten, Veronika Cheplygina +1Skin Lesion ClassificationGender

  29. 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 ClassificationDomain Adaptation

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

    May 26, 2026Elena Sergeevna Kozachok, Sergey Sergeevich SereginSkin Lesion ClassificationClinical Decision Support

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

    May 25, 2026Durjoy Dey, Yuhong Yan, Hassan HajjdiabSkin Lesion ClassificationHybrid Transformer

  32. Methodology for Creating a Clinically Verified Dermoscopic Image Dataset

    May 24, 2026Kozachok Elena SergeevnaSkin Lesion ClassificationMedical Imaging Datasets

  33. Exploring Trust Calibration in XAI - The Impact of Exposing Model Limitations to Lay Users

    May 18, 2026Alfio Ventura, Tim Katzke, Jan Corazza +1XaiArtificial Intelligence Evaluation

  34. 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 ClassificationMultimodal Clinical Data

  35. Bridging the Rural Healthcare Gap: A Cascaded Edge-Cloud Architecture for Automated Retinal Screening

    May 13, 2026Nishi Doshi, Shrey ShahInterpretable Diabetic Retinopathy GradingSkin Lesion Classification

  36. Cross-Modal Semantic-Enhanced Diffusion Framework for Diabetic Retinopathy Grading

    May 10, 2026Yiqun WangInterpretable Diabetic Retinopathy GradingCross-Modal Distillation

  37. Few-Shot Learning Pipeline for Monkeypox Skin Disease Classification Using CNN Feature Extractors

    May 6, 2026Md. Safirur Rashid, Sabbir Ahmed, Muhammad Usama Islam +2Few-Shot LearningSkin Lesion Classification

  38. 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

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

    May 1, 2026Roy Jiang, Hyunjae Kim, Zhenyue Qin +8Multimodal Clinical DataSkin Lesion Classification

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

    Apr 30, 2026Phan Nguyen, Dat Cao, Hien Kha +4Skin Lesion ClassificationTemporal Fusion Transformer

  41. From Pixels to Explanations: Interpretable Diabetic Retinopathy Grading with CNN-Transformer Ensembles, Visual Explainability and Vision-Language Models

    Apr 25, 2026Pir Bakhsh Khokhar, Carmine Gravino, Fabio Palomba +2Interpretable Diabetic Retinopathy GradingRetinal Imaging

  42. Concept Inconsistency in Dermoscopic Concept Bottleneck Models: A Rough-Set Analysis of the Derm7pt Dataset

    Apr 21, 2026Gonzalo Nápoles, Isel Grau, Yamisleydi SalgueiroClass-Incremental Concept Bottleneck ModelSkin Lesion Classification

  43. Bias-constrained multimodal intelligence for equitable and reliable clinical AI

    Apr 18, 2026Cheng Li, Weijian Huang, Jiarun Liu +6Multimodal Clinical DataMedical Vision-Language Models

  44. Uncertainty-Aware Domain Adaptation for Vitiligo Segmentation in Clinical Photographs

    Dec 12, 2025Wentao Jiang, Vamsi Varra, Caitlin Perez-Stable +3Skin Lesion ClassificationDomain Adaptation

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

    Nov 18, 2025Zehao Liu, Weijieying Ren, Jipeng Zhang +4Skin Lesion ClassificationMedical Vision-Language Models

  46. Latent Space Analysis for Interpretable Uncertainty in Melanoma Classification

    Jun 23, 2025Ciro Listone, Aniello MuranoSkin Lesion ClassificationMammography

  47. WoundAIssist: Development and Evaluation of an AI-Based Mobile Application for Remote Chronic Wound Care in Elderly Patients

    Jun 6, 2025Vanessa Borst, Anna Riedmann, Tassilo Dege +4Multimodal Wound AnalysisSkin Lesion Classification

  48. Label Hierarchy Transition: Delving into Class Hierarchies to Enhance Deep Classifiers

    Dec 4, 2021Renzhen Wang, De cai, Kaiwen Xiao +3Skin Lesion ClassificationHierarchical

  49. Multi-Robot Scanner for Automated Full-Body Dermoscopic Imaging

    Date pendingValerio Franchi, Rafael Garcia, Nuno Gracias +7Skin Lesion ClassificationMicroscopy