Cover Image

Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zoravar, Mehran, Alijani, Shadi, Najjaran, Homayoun
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification
by: Fayyad, Jamil, et al.
Published: (2023)

LesionGen: A Concept-Guided Diffusion Model for Dermatology Image Synthesis
by: Fayyad, Jamil, et al.
Published: (2025)

WQLCP: Weighted Adaptive Conformal Prediction for Robust Uncertainty Quantification Under Distribution Shifts
by: Alijani, Shadi, et al.
Published: (2025)

MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus Infection
by: Cao, Xu, et al.
Published: (2024)

From Flight to Insight: Semantic 3D Reconstruction for Aerial Inspection via Gaussian Splatting and Language-Guided Segmentation
by: Zaouali, Mahmoud Chick, et al.
Published: (2025)

Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations
by: Ghamisi, Assef, et al.
Published: (2023)

Pay Less On Clinical Images: Asymmetric Multi-Modal Fusion Method For Efficient Multi-Label Skin Lesion Classification
by: Tang, Peng, et al.
Published: (2024)

Improving Diagnostic Accuracy of Pigmented Skin Lesions With CNNs: an Application on the DermaMNIST Dataset
by: Kadric, Nerma, et al.
Published: (2025)

Vision Transformer for Intracranial Hemorrhage Classification in CT Scans Using an Entropy-Aware Fuzzy Integral Strategy for Adaptive Scan-Level Decision Fusion
by: Chagahi, Mehdi Hosseini, et al.
Published: (2025)

AutoPET III Challenge: Tumor Lesion Segmentation using ResEnc-Model Ensemble
by: Chutani, Tanya, et al.
Published: (2024)

A Cascaded Dilated Convolution Approach for Mpox Lesion Classification
by: Deshmukh, Ayush
Published: (2024)

Modulo Video Recovery via Selective Spatiotemporal Vision Transformer
by: Geng, Tianyu, et al.
Published: (2025)

Quantization-Aware Neuromorphic Architecture for Skin Disease Classification on Resource-Constrained Devices
by: Wang, Haitian, et al.
Published: (2025)

Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography
by: Gu, Ang Nan, et al.
Published: (2024)

Unified Domain Adaptive Semantic Segmentation
by: Zhang, Zhe, et al.
Published: (2023)

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification
by: Tian, Yu, et al.
Published: (2024)

Cross Feature Fusion of Fundus Image and Generated Lesion Map for Referable Diabetic Retinopathy Classification
by: Mok, Dahyun, et al.
Published: (2024)

Self-Supervised Score-Based Despeckling for SAR Imagery via Log-Domain Transformation
by: Heo, Junhyuk
Published: (2026)

Ensemble of Pathology Foundation Models for MIDOG 2025 Track 2: Atypical Mitosis Classification
by: Ochi, Mieko, et al.
Published: (2025)

A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature Fusion
by: Roy, Ayush, et al.
Published: (2024)

Dual-Encoder Transformer-Based Multimodal Learning for Ischemic Stroke Lesion Segmentation Using Diffusion MRI
by: Usman, Muhammad, et al.
Published: (2025)

SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion Segmentation
by: Xu, Rongtao, et al.
Published: (2024)

AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation
by: Lin, Jiacheng, et al.
Published: (2023)

Longitudinal Lesion Inpainting in Brain MRI via 3D Region Aware Diffusion
by: Karimaghaloo, Zahra, et al.
Published: (2026)

Joint Holistic and Lesion Controllable Mammogram Synthesis via Gated Conditional Diffusion Model
by: Li, Xin, et al.
Published: (2025)

Enhancing DR Classification with Swin Transformer and Shifted Window Attention
by: Boulaabi, Meher, et al.
Published: (2025)

Uncertainty-Guided Dual-Domain Learning for Reliable Skin Lesion Segmentation
by: Dai, Duwei, et al.
Published: (2026)

Adaptive Learning Strategies for Mitotic Figure Classification in MIDOG2025 Challenge
by: Meng, Biwen, et al.
Published: (2025)

Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation
by: Tiwari, Siddharth
Published: (2024)

Domain Shift Analysis in Chest Radiographs Classification in a Veterans Healthcare Administration Population
by: Chandrashekar, Mayanka, et al.
Published: (2024)

Deep Skin Lesion Segmentation with Transformer-CNN Fusion: Toward Intelligent Skin Cancer Analysis
by: Wang, Xin, et al.
Published: (2025)

Transforming Precision: A Comparative Analysis of Vision Transformers, CNNs, and Traditional ML for Knee Osteoarthritis Severity Diagnosis
by: Apon, Tasnim Sakib, et al.
Published: (2024)

PEANO-ViT: Power-Efficient Approximations of Non-Linearities in Vision Transformers
by: Sadeghi, Mohammad Erfan, et al.
Published: (2024)

Transformers in Medicine: Improving Vision-Language Alignment for Medical Image Captioning
by: Suresh, Yogesh Thakku, et al.
Published: (2025)

Normal and Atypical Mitosis Image Classifier using Efficient Vision Transformer
by: Qi, Xuan, et al.
Published: (2025)

Fine-Grained Cat Breed Recognition with Global Context Vision Transformer
by: Hera, Mowmita Parvin, et al.
Published: (2026)

Equi-ViT: Rotational Equivariant Vision Transformer for Robust Histopathology Analysis
by: Chen, Fuyao, et al.
Published: (2026)

Longitudinal Assessment of Lung Lesion Burden in CT
by: Mathai, Tejas Sudharshan, et al.
Published: (2025)

Adaptive Voxel-Weighted Loss Using L1 Norms in Deep Neural Networks for Detection and Segmentation of Prostate Cancer Lesions in PET/CT Images
by: Dzikunu, Obed Korshie, et al.
Published: (2025)

MAR-DTN: Metal Artifact Reduction using Domain Transformation Network for Radiotherapy Planning
by: Serrano-Antón, Belén, et al.
Published: (2024)