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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)

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
ArXivPDFHTML

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 / 205 papers shown
Title
MM-Skin: Enhancing Dermatology Vision-Language Model with an Image-Text Dataset Derived from Textbooks
MM-Skin: Enhancing Dermatology Vision-Language Model with an Image-Text Dataset Derived from Textbooks
Wenqi Zeng
Yuqi Sun
Chenxi Ma
Weimin Tan
Bo Yan
LM&MA
VLM
55
0
0
09 May 2025
DFEN: Dual Feature Equalization Network for Medical Image Segmentation
DFEN: Dual Feature Equalization Network for Medical Image Segmentation
Jianjian Yin
Yi Chen
Chong Li
Zhichao Zheng
Yanhui Gu
Junsheng Zhou
MedIm
34
0
0
09 May 2025
Adapting a Segmentation Foundation Model for Medical Image Classification
Adapting a Segmentation Foundation Model for Medical Image Classification
Pengfei Gu
Haoteng Tang
Islam A. Ebeid
Jose Angel Nuñez
Fabian Vazquez
Diego Adame
Marcus Zhan
Huimin Li
Bin Fu
Danny Chen
MedIm
VLM
41
0
0
09 May 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation
Kunpeng Qiu
Zhiqiang Gao
Zhiying Zhou
Mingjie Sun
Yongxin Guo
MedIm
36
0
0
09 May 2025
Towards One-shot Federated Learning: Advances, Challenges, and Future Directions
Towards One-shot Federated Learning: Advances, Challenges, and Future Directions
Flora Amato
Lingyu Qiu
Mohammad Tanveer
S. Cuomo
F. Giampaolo
F. Piccialli
FedML
63
0
0
05 May 2025
Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation
Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation
Zahra Tehraninasab
Amar Kumar
Tal Arbel
MedIm
59
0
0
30 Mar 2025
Interactive Medical Image Analysis with Concept-based Similarity Reasoning
Ta Duc Huy
Sen Kim Tran
Phan Nguyen
Nguyen Hoang Tran
Tran Bao Sam
Anton Van Den Hengel
Zhibin Liao
Johan W. Verjans
Minh Nguyen Nhat To
Vu Minh Hieu Phan
53
0
0
10 Mar 2025
FAA-CLIP: Federated Adversarial Adaptation of CLIP
Yihang Wu
A. Chaddad
Christian Desrosiers
Tareef Daqqaq
R. Kateb
VLM
51
0
0
26 Feb 2025
EU-Nets: Enhanced, Explainable and Parsimonious U-Nets
EU-Nets: Enhanced, Explainable and Parsimonious U-Nets
B. Sun
P. Liò
57
0
0
25 Feb 2025
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis
Anand Kumar
Kavinder Roghit Kanthen
Josna John
3DGS
43
0
0
23 Feb 2025
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration
Li Pan
Yupei Zhang
Qiushi Yang
Tan Li
Zhen Chen
56
0
0
05 Feb 2025
The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection
The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection
Anup Saha
Joseph Adeola
Nuria Ferrera
A. Mothershaw
Gisele Rezze
...
Hassan Hayat
Clare Primiero
H. Soyer
J. Malvehy
Rafael García
3DH
51
0
0
30 Jan 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
Yiyi Zhang
Ying Zheng
Xiaogang Xu
Jun Wang
SSL
56
4
0
28 Jan 2025
Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Training
Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Training
Paul Doucet
Benjamin Estermann
Till Aczél
Roger Wattenhofer
157
4
0
20 Jan 2025
A Distributed Hybrid Quantum Convolutional Neural Network for Medical Image Classification
A Distributed Hybrid Quantum Convolutional Neural Network for Medical Image Classification
Yangyang Li
Zhengya Qia
Yuelin Lia
Haorui Yanga
Ronghua Shanga
Licheng Jiaoa
50
0
0
07 Jan 2025
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models
Taha Koleilat
Hojat Asgariandehkordi
H. Rivaz
Yiming Xiao
VLM
113
0
0
21 Nov 2024
Agent Skill Acquisition for Large Language Models via CycleQD
Agent Skill Acquisition for Large Language Models via CycleQD
So Kuroki
Taishi Nakamura
Takuya Akiba
Yujin Tang
MoMe
36
0
0
16 Oct 2024
SkinMamba: A Precision Skin Lesion Segmentation Architecture with
  Cross-Scale Global State Modeling and Frequency Boundary Guidance
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance
Shun Zou
Mingya Zhang
Bingjian Fan
Zhengyi Zhou
Xiuguo Zou
Mamba
32
3
0
17 Sep 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
Yunfei Xie
Ce Zhou
Lang Gao
Juncheng Wu
Xianhang Li
...
Sheng Liu
Lei Xing
James Zou
Cihang Xie
Yuyin Zhou
LM&MA
MedIm
74
24
0
06 Aug 2024
Adversarial Robustification via Text-to-Image Diffusion Models
Adversarial Robustification via Text-to-Image Diffusion Models
Daewon Choi
Jongheon Jeong
Huiwon Jang
Jinwoo Shin
DiffM
47
1
0
26 Jul 2024
CLIP with Generative Latent Replay: a Strong Baseline for Incremental
  Learning
CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning
Emanuele Frascaroli
Aniello Panariello
Pietro Buzzega
Lorenzo Bonicelli
Angelo Porrello
Simone Calderara
VLM
CLL
43
3
0
22 Jul 2024
Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt
  Selection
Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt Selection
Chenwei Wu
David Restrepo
Zitao Shuai
Zhongming Liu
Liyue Shen
VLM
41
1
0
15 Jul 2024
Clinically inspired enhance Explainability and Interpretability of an AI-Tool for BCC diagnosis based on expert annotation
Clinically inspired enhance Explainability and Interpretability of an AI-Tool for BCC diagnosis based on expert annotation
Iván Matas
Carmen Serrano
Francisca Silva
Amalia Serrano
Tomás Toledo-Pastrana
B. Acha
30
0
0
27 Jun 2024
Concordance in basal cell carcinoma diagnosis. Building a proper ground
  truth to train Artificial Intelligence tools
Concordance in basal cell carcinoma diagnosis. Building a proper ground truth to train Artificial Intelligence tools
Francisca Silva-Clavería
Carmen Serrano
Iván Matas
Amalia Serrano
Tomás Toledo-Pastrana
David Moreno-Ramírez
B. Acha
37
0
0
26 Jun 2024
Federated Active Learning Framework for Efficient Annotation Strategy in
  Skin-lesion Classification
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification
Zhipeng Deng
Yuqiao Yang
Kenji Suzuki
MedIm
FedML
59
1
0
17 Jun 2024
SkinCAP: A Multi-modal Dermatology Dataset Annotated with Rich Medical
  Captions
SkinCAP: A Multi-modal Dermatology Dataset Annotated with Rich Medical Captions
Juexiao Zhou
Liyuan Sun
Yan Xu
Wenbin Liu
Shawn Afvari
Zhongyi Han
Jiaoyan Song
Yongzhi Ji
Xiaonan He
Xin Gao
48
1
0
28 May 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and
  Beyond: A Survey
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey
Rokas Gipiškis
Chun-Wei Tsai
Olga Kurasova
63
5
0
02 May 2024
Data Alignment for Zero-Shot Concept Generation in Dermatology AI
Data Alignment for Zero-Shot Concept Generation in Dermatology AI
S. Gadgil
Mahtab Bigverdi
MedIm
AI4MH
VLM
36
0
0
19 Apr 2024
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image
  Segmentation
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation
Songkai Sun
Qingshan She
Yuliang Ma
Rihui Li
Yingchun Zhang
MedIm
41
0
0
11 Apr 2024
Privacy Preserving Prompt Engineering: A Survey
Privacy Preserving Prompt Engineering: A Survey
Kennedy Edemacu
Xintao Wu
58
18
0
09 Apr 2024
Shortcut Learning in Medical Image Segmentation
Shortcut Learning in Medical Image Segmentation
Manxi Lin
Nina Weng
K. Mikolaj
Zahra Bashir
M. B. S. Svendsen
M. Tolsgaard
Anders Christensen
Aasa Feragen
SSeg
VLM
40
3
0
11 Mar 2024
Effectiveness Assessment of Recent Large Vision-Language Models
Effectiveness Assessment of Recent Large Vision-Language Models
Yao Jiang
Xinyu Yan
Ge-Peng Ji
Keren Fu
Meijun Sun
Huan Xiong
Deng-Ping Fan
Fahad Shahbaz Khan
37
14
0
07 Mar 2024
Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation
Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation
Siddharth Tiwari
MedIm
ViT
48
0
0
10 Jan 2024
Are Natural Domain Foundation Models Useful for Medical Image
  Classification?
Are Natural Domain Foundation Models Useful for Medical Image Classification?
Joana Palés Huix
Adithya Raju Ganeshan
Johan Fredin Haslum
Magnus P Soderberg
Christos Matsoukas
Kevin Smith
OOD
MedIm
VLM
24
30
0
30 Oct 2023
SynergyNet: Bridging the Gap between Discrete and Continuous
  Representations for Precise Medical Image Segmentation
SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation
Vandan Gorade
Sparsh Mittal
Debesh Jha
Ulas Bagci
33
11
0
26 Oct 2023
Skin Lesion Segmentation Improved by Transformer-based Networks with
  Inter-scale Dependency Modeling
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling
Sania Eskandari
Janet Lumpp
Luis Gonzalo Sánchez Giraldo
ViT
MedIm
32
7
0
20 Oct 2023
Post-Deployment Adaptation with Access to Source Data via Federated
  Learning and Source-Target Remote Gradient Alignment
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment
Felix Wagner
Zeju Li
Pramit Saha
Konstantinos Kamnitsas
MedIm
8
4
0
31 Aug 2023
Efficient Model Personalization in Federated Learning via
  Client-Specific Prompt Generation
Efficient Model Personalization in Federated Learning via Client-Specific Prompt Generation
Fu-En Yang
Chien-Yi Wang
Yu-Chiang Frank Wang
VLM
FedML
34
59
0
29 Aug 2023
Self-Prompting Large Vision Models for Few-Shot Medical Image
  Segmentation
Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation
Qi Wu
Yuyao Zhang
Marawan Elbatel
VLM
MedIm
32
34
0
15 Aug 2023
The Performance of Transferability Metrics does not Translate to Medical
  Tasks
The Performance of Transferability Metrics does not Translate to Medical Tasks
Levy G. Chaves
Alceu Bissoto
Eduardo Valle
Sandra Avila
37
4
0
14 Aug 2023
Deep Neural Networks Fused with Textures for Image Classification
Deep Neural Networks Fused with Textures for Image Classification
Asish Bera
D. Bhattacharjee
M. Nasipuri
33
2
0
03 Aug 2023
Learning to Segment from Noisy Annotations: A Spatial Correction
  Approach
Learning to Segment from Noisy Annotations: A Spatial Correction Approach
Jiacheng Yao
Yikai Zhang
Songzhu Zheng
Mayank Goswami
Prateek Prasanna
Chao Chen
41
15
0
21 Jul 2023
Omnipotent Adversarial Training in the Wild
Omnipotent Adversarial Training in the Wild
Guanlin Li
Kangjie Chen
Yuan Xu
Han Qiu
Tianwei Zhang
29
0
0
14 Jul 2023
Progressive Class-Wise Attention (PCA) Approach for Diagnosing Skin
  Lesions
Progressive Class-Wise Attention (PCA) Approach for Diagnosing Skin Lesions
Asim Naveed
Syed S. Naqvi
Tariq Mahmood Khan
Imran Razzak
31
1
0
11 Jun 2023
Collaborative Learning via Prediction Consensus
Collaborative Learning via Prediction Consensus
Dongyang Fan
Celestine Mendler-Dünner
Martin Jaggi
FedML
29
7
0
29 May 2023
Entropy-Aware Similarity for Balanced Clustering: A Case Study with
  Melanoma Detection
Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection
Seokshin Son
Soohyun Park
Joongheon Kim
19
2
0
11 May 2023
LCAUnet: A skin lesion segmentation network with enhanced edge and body
  fusion
LCAUnet: A skin lesion segmentation network with enhanced edge and body fusion
Qisen Ma
Keming Mao
Gao Wang
Lisheng Xu
Yuhai Zhao
30
2
0
01 May 2023
FCA: Taming Long-tailed Federated Medical Image Classification by
  Classifier Anchoring
FCA: Taming Long-tailed Federated Medical Image Classification by Classifier Anchoring
Jeffry Wicaksana
Zengqiang Yan
Kwang-Ting Cheng
FedML
40
5
0
01 May 2023
Preemptively Pruning Clever-Hans Strategies in Deep Neural Networks
Preemptively Pruning Clever-Hans Strategies in Deep Neural Networks
Lorenz Linhardt
Klaus-Robert Muller
G. Montavon
AAML
29
7
0
12 Apr 2023
Transformer-based interpretable multi-modal data fusion for skin lesion
  classification
Transformer-based interpretable multi-modal data fusion for skin lesion classification
Theodor Cheslerean-Boghiu
Melia-Evelina Fleischmann
Theresa Willem
Tobias Lasser
ViT
MedIm
AI4CE
24
2
0
03 Apr 2023
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