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Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017
  International Symposium on Biomedical Imaging (ISBI), Hosted by the
  International Skin Imaging Collaboration (ISIC)
v1v2v3 (latest)

Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)

13 October 2017
Noel Codella
D. Gutman
M. E. Celebi
Brian Helba
Michael Marchetti
Stephen W. Dusza
Aadi Kalloo
Konstantinos Liopyris
N. Mishra
Harald Kittler
Allan Halpern
ArXiv (abs)PDFHTML

Papers citing "Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)"

50 / 616 papers shown
Title
H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition
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Lukas Miklautz
Chengzhi Shi
Andrii Shkabrii
Theodoros Thirimachos Davarakis
Prudence Lam
Claudia Plant
Jennifer Dy
Stratis Ioannidis
20
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0
23 Oct 2025
Class-N-Diff: Classification-Induced Diffusion Model Can Make Fair Skin Cancer Diagnosis
Class-N-Diff: Classification-Induced Diffusion Model Can Make Fair Skin Cancer Diagnosis
Nusrat Munia
Abdullah-Al-Zubaer Imran
DiffMMedIm
84
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19 Oct 2025
Personalized Federated Fine-Tuning of Vision Foundation Models for Healthcare
Personalized Federated Fine-Tuning of Vision Foundation Models for Healthcare
Adam Tupper
Christian Gagné
FedMLMedIm
48
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0
14 Oct 2025
EEMS: Edge-Prompt Enhanced Medical Image Segmentation Based on Learnable Gating Mechanism
EEMS: Edge-Prompt Enhanced Medical Image Segmentation Based on Learnable Gating Mechanism
Han Xia
Quanjun Li
Qian Li
Zimeng Li
Hongbin Ye
Yupeng Liu
Haolun Li
Xuhang Chen
16
0
0
13 Oct 2025
MIMO: A medical vision language model with visual referring multimodal input and pixel grounding multimodal output
MIMO: A medical vision language model with visual referring multimodal input and pixel grounding multimodal outputComputer Vision and Pattern Recognition (CVPR), 2025
Yanyuan Chen
Dexuan Xu
Yu Huang
Songkun Zhan
Hanpin Wang
Dongxue Chen
X. Wang
Meikang Qiu
Hang Li
68
3
0
11 Oct 2025
Influence Functions for Efficient Data Selection in Reasoning
Influence Functions for Efficient Data Selection in Reasoning
Prateek Humane
Paolo Cudrano
Daniel Z Kaplan
Matteo Matteucci
Supriyo Chakraborty
Irina Rish
LRM
22
0
0
07 Oct 2025
MambaCAFU: Hybrid Multi-Scale and Multi-Attention Model with Mamba-Based Fusion for Medical Image Segmentation
MambaCAFU: Hybrid Multi-Scale and Multi-Attention Model with Mamba-Based Fusion for Medical Image Segmentation
T-Mai Bui
F. Bougourzi
Fadi Dornaika
Vinh Truong Hoang
Mamba
178
0
0
04 Oct 2025
MK-UNet: Multi-kernel Lightweight CNN for Medical Image Segmentation
MK-UNet: Multi-kernel Lightweight CNN for Medical Image Segmentation
Md Mostafijur Rahman
R. Marculescu
SSeg
95
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23 Sep 2025
Enhancing Feature Fusion of U-like Networks with Dynamic Skip Connections
Enhancing Feature Fusion of U-like Networks with Dynamic Skip Connections
Yue Cao
Quansong He
Kaishen Wang
Jianlong Xiong
Zhang Yi
Tao He
36
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18 Sep 2025
GraphDerm: Fusing Imaging, Physical Scale, and Metadata in a Population-Graph Classifier for Dermoscopic Lesions
GraphDerm: Fusing Imaging, Physical Scale, and Metadata in a Population-Graph Classifier for Dermoscopic Lesions
Mehdi Yousefzadeh
Parsa Esfahanian
Sara Rashidifar
Hossein Salahshoor Gavalan
Negar Sadat Rafiee Tabatabaee
Saeid Gorgin
Dara Rahmati
Maryam Daneshpazhooh
MedIm
79
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0
14 Sep 2025
Retrieval-Augmented VLMs for Multimodal Melanoma Diagnosis
Retrieval-Augmented VLMs for Multimodal Melanoma Diagnosis
Jihyun Moon
Charmgil Hong
54
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10 Sep 2025
Barlow-Swin: Toward a novel siamese-based segmentation architecture using Swin-Transformers
Barlow-Swin: Toward a novel siamese-based segmentation architecture using Swin-Transformers
Morteza Kiani Haftlang
Mohammadhossein Malmir
Foroutan Parand
Umberto Michelucci
Safouane El Ghazouali
ViTMedIm
33
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0
08 Sep 2025
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding
Yuxuan Hu
Jihao Liu
Ke Wang
Jinliang Zhen
Weikang Shi
Manyuan Zhang
Qi Dou
R. Liu
Aojun Zhou
Hongsheng Li
105
1
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06 Sep 2025
Pre-Forgettable Models: Prompt Learning as a Native Mechanism for Unlearning
Pre-Forgettable Models: Prompt Learning as a Native Mechanism for Unlearning
Rutger Hendrix
Giovanni Patanè
Leonardo G. Russo
Simone Carnemolla
Giovanni Bellitto
Federica Proietto Salanitri
C. Spampinato
M. Pennisi
MUCLL
39
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0
05 Sep 2025
Cross-Domain Few-Shot Segmentation via Ordinary Differential Equations over Time Intervals
Cross-Domain Few-Shot Segmentation via Ordinary Differential Equations over Time Intervals
Huan Ni
Qingshan Liu
Xiaonan Niu
Danfeng Hong
Lingli Zhao
Haiyan Guan
24
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Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning
Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning
Kuniko Paxton
Mohammed Naveed Akram
Dhavalkumar Thakker
Y. Papadopoulos
Tanaya Maslekar
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SegDINO: An Efficient Design for Medical and Natural Image Segmentation with DINO-V3
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Sicheng Yang
Hongqiu Wang
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Sixiang Chen
Lei Zhu
80
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Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML
Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeMLModel-Based Safety and Assessment (MBSA), 2025
Kuniko Paxton
Mohammed Naveed Akram
Amila Akagić
Dhavalkumar Thakker
Y. Papadopoulos
FAttMedIm
78
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28 Aug 2025
Domain Adaptation Techniques for Natural and Medical Image Classification
Domain Adaptation Techniques for Natural and Medical Image ClassificationInformation Sciences (Inf. Sci.), 2025
Ahmad Chaddad
Yihang Wu
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Christian Desrosiers
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Toward Robust Medical Fairness: Debiased Dual-Modal Alignment via Text-Guided Attribute-Disentangled Prompt Learning for Vision-Language Models
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Yuexuan Xia
Benteng Ma
Jiang He
Zhiyong Wang
Qi Dou
Yong Xia
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26 Aug 2025
eSkinHealth: A Multimodal Dataset for Neglected Tropical Skin Diseases
eSkinHealth: A Multimodal Dataset for Neglected Tropical Skin Diseases
Janet Wang
Xin Hu
Yunbei Zhang
Diabate Almamy
Vagamon Bamba
Konan Amos Sébastien Koffi
Yao Koffi Aubin
Zhengming Ding
Jihun Hamm
R. Yotsu
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SWiFT: Soft-Mask Weight Fine-tuning for Bias Mitigation
SWiFT: Soft-Mask Weight Fine-tuning for Bias MitigationMachine Learning for Biomedical Imaging (MLBI), 2025
Junyu Yan
Feng Chen
Yuyang Xue
Yuning Du
Konstantinos Vilouras
Sotirios A. Tsaftaris
Steven McDonagh
85
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Modular Embedding Recomposition for Incremental Learning
Modular Embedding Recomposition for Incremental Learning
Aniello Panariello
Emanuele Frascaroli
Pietro Buzzega
Lorenzo Bonicelli
Angelo Porrello
Simone Calderara
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100
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LGMSNet: Thinning a medical image segmentation model via dual-level multiscale fusion
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Chengqi Dong
Fenghe Tang
Rongge Mao
Xinpei Gao
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MedIm
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21 Aug 2025
Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image Segmentation
Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2025
Shumeng Li
Jian Zhang
Lei Qi
Luping Zhou
Yinghuan Shi
Yang Gao
Mamba
40
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19 Aug 2025
DermINO: Hybrid Pretraining for a Versatile Dermatology Foundation Model
DermINO: Hybrid Pretraining for a Versatile Dermatology Foundation Model
Jingkai Xu
De Cheng
Xiangqian Zhao
Jungang Yang
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Jianming Liang
Lili Qiu
Nannan Wang
Xianbo Zuo
Cui Yong
MedIm
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17 Aug 2025
What Can We Learn from Inter-Annotator Variability in Skin Lesion Segmentation?
What Can We Learn from Inter-Annotator Variability in Skin Lesion Segmentation?
Kumar Abhishek
J. Kawahara
Ghassan Hamarneh
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SHeRL-FL: When Representation Learning Meets Split Learning in Hierarchical Federated Learning
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Dung T. Tran
Nguyen B. Ha
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Conformal Prediction and Trustworthy AI
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Anthony Bellotti
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Adapting Vision-Language Models Without Labels: A Comprehensive Survey
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Hao Dong
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