@inproceedings{bb279100,
AUTHOR = "Lee, J. and Lee, C. and Yoon, H. and Kim, S. and Lee, J.H.",
TITLE = "Realistic Skin Trouble Simulation Via Image Generation Models",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2456-2461",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273810"}
@inproceedings{bb279101,
AUTHOR = "Sultana, N. and Lu, W.Q. and Fan, X. and Yap, M.H.",
TITLE = "Domain Adaptation for Skin Lesion: Evaluating Real-World
Generalisation",
BOOKTITLE = WiCV25,
YEAR = "2025",
PAGES = "3433-3443",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273811"}
@inproceedings{bb279102,
AUTHOR = "Heroza, R.I. and Gan, J.Q. and Raza, H.",
TITLE = "FedCIAL: Federated Color-Invariant Adversarial Learning for Enhancing
Fairness and Performance in Skin Lesion Classification",
BOOKTITLE = FedVision25,
YEAR = "2025",
PAGES = "1812-1819",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273812"}
@inproceedings{bb279103,
AUTHOR = "Ahammed, S. and Cui, X. and Lu, W.Q. and Yap, M.H.",
TITLE = "Skin Lesion Classification using Dermoscopic Images and Clinical
Metadata: Insights from Multimodal Models",
BOOKTITLE = "MULA25",
YEAR = "2025",
PAGES = "222-230",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273813"}
@inproceedings{bb279104,
AUTHOR = "Chang, S.J. and Zhao, X.Q. and Zhang, L. and Wang, T.C.",
TITLE = "Unified Medical Lesion Segmentation via Self-referring Indicator",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "10414-10424",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273814"}
@inproceedings{bb279105,
AUTHOR = "Fang, L. and Xu, Y. and Ma, X. and Li, X.M. and Zhang, C.M.",
TITLE = "Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm
for Stable Lesion Segmentation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "10425-10434",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273815"}
@inproceedings{bb279106,
AUTHOR = "Rokuss, M. and Kirchhoff, Y. and Akbal, S. and Kovacs, B. and Roy, S. and Ulrich, C. and Wald, T. and Rotkopf, L.T. and Schlemmer, H.P. and Maier Hein, K.",
TITLE = "LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in
3D Whole-Body Imaging",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30872-30885",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273816"}
@inproceedings{bb279107,
AUTHOR = "Chierchia, R. and Lebrat, L. and Ahmedt Aristizabal, D. and Salvado, O. and Fookes, C. and Cruz, R.S.",
TITLE = "SALVE: A 3D Reconstruction Benchmark of Wounds from Consumer-Grade
Videos",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "4205-4214",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273817"}
@inproceedings{bb279108,
AUTHOR = "Zhang, Y. and Xie, Y.T. and Wang, H. and Avery, J.C. and Hull, M.L. and Carneiro, G.",
TITLE = "A Novel Perspective for Multi-Modal Multi-Label Skin Lesion
Classification",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "3549-3558",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273818"}
@inproceedings{bb279109,
AUTHOR = "Hu, X. and Wang, J. and Hamm, J. and Yotsu, R.R. and Ding, Z.M.",
TITLE = "Enhancing Skin Disease Diagnosis: Interpretable Visual Concept
Discovery with SAM",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "172-181",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273819"}
@inproceedings{bb279110,
AUTHOR = "Nie, T.Y. and Zhao, Y. and Yao, S.H.",
TITLE = "Multi-path Segmentation Network Based on CNN and Transformer for Skin
Lesion Image",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VII: 384-400",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273820"}
@inproceedings{bb279111,
AUTHOR = "Sanchez, K. and Hinojosa, C. and Mieles, O. and Zhao, C. and Ghanem, B. and Arguello, H.",
TITLE = "Co2Wounds-V2: Extended Chronic Wounds Dataset from Leprosy Patients",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "69-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273821"}
@inproceedings{bb279112,
AUTHOR = "Khan, U. and Nawaz, U. and Khan, M. and Gueaieb, W. and Saddik, A.E.",
TITLE = "Deepskinformer: Skin Lesion Segmentation Using Hierarchical
Transformers And Edge Enhancement",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "3868-3874",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273822"}
@inproceedings{bb279113,
AUTHOR = "Wang, J. and Zhang, Y. and Ding, Z.M. and Hamm, J.",
TITLE = "Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised
Domain Adaptation",
BOOKTITLE = DEF-AI-MIA24,
YEAR = "2024",
PAGES = "5157-5166",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273823"}
@inproceedings{bb279114,
AUTHOR = "Seth, P. and Pai, A.K.",
TITLE = "Does the Fairness of Your Pre-Training Hold Up? Examining the
Influence of Pre-Training Techniques on Skin Tone Bias in Skin Lesion
Classification",
BOOKTITLE = Pretrain24,
YEAR = "2024",
PAGES = "580-587",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273824"}
@inproceedings{bb279115,
AUTHOR = "Morita, T. and Han, X.H.",
TITLE = "Investigating self-supervised learning for Skin Lesion Classification",
BOOKTITLE = MVA23,
YEAR = "2023",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273825"}
@inproceedings{bb279116,
AUTHOR = "Tada, M. and Han, X.H.",
TITLE = "Bottleneck Transformer model with Channel Self-Attention for skin
lesion classification",
BOOKTITLE = MVA23,
YEAR = "2023",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273826"}
@inproceedings{bb279117,
AUTHOR = "Rajapaksa, S. and Vianney, J.M.U. and Castro, R. and Khalvati, F. and Aich, S.",
TITLE = "Using Large Text To Image Models with Structured Prompts for Skin
Disease Identification: A Case Study",
BOOKTITLE = CVAMD23,
YEAR = "2023",
PAGES = "2686-2693",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273827"}
@inproceedings{bb279118,
AUTHOR = "Lima, G.S. and Pires, C. and Beuren, A.T. and Lopes, R.P.",
TITLE = "Deep Learning in the Identification of Psoriatic Skin Lesions",
BOOKTITLE = CIARP23,
YEAR = "2023",
PAGES = "I:298-313",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273828"}
@inproceedings{bb279119,
AUTHOR = "Barros, L. and Chaves, L. and Avila, S.",
TITLE = "Assessing the Generalizability of Deep Neural Networks-based Models for
Black Skin Lesions",
BOOKTITLE = CIARP23,
YEAR = "2023",
PAGES = "II:1-14",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273829"}
@inproceedings{bb279120,
AUTHOR = "Talavera Martinez, L. and Bibiloni, P. and Giacaman, A. and Taberner, R. and del Pozo Hernando, L.J. and Gonzalez Hidalgo, M.",
TITLE = "Model Regularisation for Skin Lesion Symmetry Classification:
Symderm v2.0",
BOOKTITLE = CAIP23,
YEAR = "2023",
PAGES = "I:99-109",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273830"}
@inproceedings{bb279121,
AUTHOR = "Xu, W.X.",
TITLE = "Background Masked Guided Network for Skin Lesion Segmentation in
Dermoscopy Image",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "71-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273831"}
@inproceedings{bb279122,
AUTHOR = "Patricio, C. and Neves, J.C. and Teixeira, L.F.",
TITLE = "Coherent Concept-based Explanations in Medical Image and Its
Application to Skin Lesion Diagnosis",
BOOKTITLE = SAIAD23,
YEAR = "2023",
PAGES = "3799-3808",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273832"}
@inproceedings{bb279123,
AUTHOR = "Sheoran, M. and Sharma, M. and Dani, M. and Vig, L.",
TITLE = "Handling Domain Shift for Lesion Detection via Semi-supervised Domain
Adaptation",
BOOKTITLE = "ACCVWS22",
YEAR = "2022",
PAGES = "102-116",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273833"}
@inproceedings{bb279124,
AUTHOR = "Zhao, X. and Ren, Z.H.",
TITLE = "Multi-scale Gaussian Difference Preprocessing and Dual Stream
CNN-transformer Hybrid Network for Skin Lesion Segmentation",
BOOKTITLE = MMMod23,
YEAR = "2023",
PAGES = "II: 671-682",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273834"}
@inproceedings{bb279125,
AUTHOR = "Pakzad, A. and Abhishek, K. and Hamarneh, G.",
TITLE = "Circle: Color Invariant Representation Learning for Unbiased
Classification of Skin Lesions",
BOOKTITLE = ISIC22,
YEAR = "2022",
PAGES = "203-219",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273835"}
@inproceedings{bb279126,
AUTHOR = "Bissoto, A. and Barata, C. and Valle, E. and Avila, S.",
TITLE = "Artifact-based Domain Generalization of Skin Lesion Models",
BOOKTITLE = ISIC22,
YEAR = "2022",
PAGES = "133-149",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273836"}
@inproceedings{bb279127,
AUTHOR = "Chaves, L. and Bissoto, A. and Valle, E. and Avila, S.",
TITLE = "An Evaluation of Self-supervised Pre-training for Skin-lesion Analysis",
BOOKTITLE = ISIC22,
YEAR = "2022",
PAGES = "150-166",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273837"}
@inproceedings{bb279128,
AUTHOR = "Oota, S.R. and Rowtula, V. and Mohammed, S. and Liu, M. and Gupta, M.",
TITLE = "WSNet: Towards An Effective Method for Wound Image Segmentation",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "3233-3242",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273838"}
@inproceedings{bb279129,
AUTHOR = "Xing, L.X. and Li, L.L. and Wang, Z.Y. and Ma, H.B.",
TITLE = "An Improved UNet Model for Foot Ulcer Image Segmentation",
BOOKTITLE = ICIVC22,
YEAR = "2022",
PAGES = "393-397",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273839"}
@inproceedings{bb279130,
AUTHOR = "Mahbod, A. and Schaefer, G. and Ecker, R. and Ellinger, I.",
TITLE = "Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional
Neural Networks",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4358-4364",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273840"}
@inproceedings{bb279131,
AUTHOR = "Shamsolmoali, P. and Zareapoor, M. and Yang, J. and Granger, E. and Zhou, H.Y.",
TITLE = "Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature
Fusion Network",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4219-4225",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273841"}
@inproceedings{bb279132,
AUTHOR = "Pundhir, A. and Dadhich, S. and Agarwal, A. and Raman, B.",
TITLE = "Towards Improved Skin Lesion Classification using Metadata
Supervision",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4313-4320",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273842"}
@inproceedings{bb279133,
AUTHOR = "Qiu, Y. and Xu, J.",
TITLE = "Delving into Universal Lesion Segmentation: Method, Dataset, and
Benchmark",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "VIII:485-503",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273843"}
@inproceedings{bb279134,
AUTHOR = "Pewton, S.W. and Yap, M.H.",
TITLE = "Dark Corner on Skin Lesion Image Dataset: Does it matter?",
BOOKTITLE = VDU22,
YEAR = "2022",
PAGES = "4830-4838",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273844"}
@inproceedings{bb279135,
AUTHOR = "Chae, H.J. and Lee, S. and Son, H. and Han, S. and Lim, T.",
TITLE = "Generating 3D Bio-Printable Patches Using Wound Segmentation and
Reconstruction to Treat Diabetic Foot Ulcers",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "2529-2539",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273845"}
@inproceedings{bb279136,
AUTHOR = "Giovanetti, A. and Canalini, L. and Scorzoni, P.P.",
TITLE = "A Compact Deep Ensemble for High Quality Skin Lesion Classification",
BOOKTITLE = DeepHealth22,
YEAR = "2022",
PAGES = "510-521",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273846"}
@inproceedings{bb279137,
AUTHOR = "Cino, L. and Mazzeo, P.L. and Distante, C.",
TITLE = "Comparison of Different Supervised and Self-supervised Learning
Techniques in Skin Disease Classification",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:77-88",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273847"}
@inproceedings{bb279138,
AUTHOR = "Yang, D. and Myronenko, A. and Wang, X.S. and Xu, Z.Y. and Roth, H.R. and Xu, D.",
TITLE = "T-AutoML: Automated Machine Learning for Lesion Segmentation using
Transformers in 3D Medical Imaging",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "3942-3954",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273848"}
@inproceedings{bb279139,
AUTHOR = "Kim, J. and Kim, M. and Ro, Y.M.",
TITLE = "Interpretation of Lesional Detection via Counterfactual Generation",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "96-100",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273849"}
@inproceedings{bb279140,
AUTHOR = "Zhou, L. and Luo, Y.",
TITLE = "Deep Features Fusion with Mutual Attention Transformer for Skin
Lesion Diagnosis",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3797-3801",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273850"}
@inproceedings{bb279141,
AUTHOR = "Noshad, A. and Khonaksar, A. and Mohebbi, M.",
TITLE = "SkinXNet: A DoG-based Model for Automatic Detection of Skin Lesion
using Deep Learning",
BOOKTITLE = IPRIA21,
YEAR = "2021",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273851"}
@inproceedings{bb279142,
AUTHOR = "Carvalho, R. and Pedrosa, J. and Nedelcu, T.",
TITLE = "Multimodal Multi-tasking for Skin Lesion Classification Using Deep
Neural Networks",
BOOKTITLE = ISVC21,
YEAR = "2021",
PAGES = "I:27-38",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273852"}
@inproceedings{bb279143,
AUTHOR = "Benyahia, S. and Meftah, B. and Lezoray, O.",
TITLE = "Skin Lesion Classification Using Convolutional Neural Networks Based on
Multi-Features Extraction",
BOOKTITLE = CAIP21,
YEAR = "2021",
PAGES = "I:466-475",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273853"}
@inproceedings{bb279144,
AUTHOR = "Cai, J.Z. and Tang, Y. and Yan, K. and Harrison, A.P. and Xiao, J. and Lin, G. and Lu, L.",
TITLE = "Deep Lesion Tracker:
Monitoring Lesions in 4D Longitudinal Imaging Studies",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15154-15164",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273854"}
@inproceedings{bb279145,
AUTHOR = "Mirikharaji, Z. and Abhishek, K. and Izadi, S. and Hamarneh, G.",
TITLE = "D-LEMA: Deep Learning Ensembles from Multiple Annotations -
Application to Skin Lesion Segmentation",
BOOKTITLE = ISIC21,
YEAR = "2021",
PAGES = "1837-1846",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273855"}
@inproceedings{bb279146,
AUTHOR = "Bissoto, A. and Valle, E. and Avila, S.",
TITLE = "GAN-Based Data Augmentation and Anonymization for Skin-Lesion
Analysis: A Critical Review",
BOOKTITLE = ISIC21,
YEAR = "2021",
PAGES = "1847-1856",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273856"}
@inproceedings{bb279147,
AUTHOR = "Mohseni, M. and Yap, J. and Yolland, W. and Koochek, A. and Atkins, M.S.",
TITLE = "Can self-training identify suspicious ugly duckling lesions?",
BOOKTITLE = ISIC21,
YEAR = "2021",
PAGES = "1829-1836",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273857"}
@inproceedings{bb279148,
AUTHOR = "Groh, M. and Harris, C. and Soenksen, L. and Lau, F. and Han, R. and Kim, A. and Koochek, A. and Badri, O.",
TITLE = "Evaluating Deep Neural Networks Trained on Clinical Images in
Dermatology with the Fitzpatrick 17k Dataset",
BOOKTITLE = ISIC21,
YEAR = "2021",
PAGES = "1820-1828",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273858"}
@inproceedings{bb279149,
AUTHOR = "Reimers, C. and Penzel, N. and Bodesheim, P. and Runge, J. and Denzler, J.",
TITLE = "Conditional dependence tests reveal the usage of ABCD rule features
and bias variables in automatic skin lesion classification",
BOOKTITLE = ISIC21,
YEAR = "2021",
PAGES = "1810-1819",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273859"}
@inproceedings{bb279150,
AUTHOR = "Oota, S.R. and Rowtula, V. and Mohammed, S. and Galitz, J. and Liu, M. and Gupta, M.",
TITLE = "HealTech - A System for Predicting Patient Hospitalization Risk and
Wound Progression in Old Patients",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2462-2471",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273860"}
@inproceedings{bb279151,
AUTHOR = "Allegretti, S. and Bolelli, F. and Pollastri, F. and Longhitano, S. and Pellacani, G. and Grana, C.",
TITLE = "Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8053-8060",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273861"}
@inproceedings{bb279152,
AUTHOR = "Carcagni, P. and Leo, M. and Celeste, G. and Distante, C. and Cuna, A.",
TITLE = "A Systematic Investigation on Deep Architectures for Automatic Skin
Lesions Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8639-8646",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273862"}
@inproceedings{bb279153,
AUTHOR = "Gallucci, A. and Znamenskiy, D. and Pezzotti, N. and Petkovic, M.",
TITLE = "Don't Tear Your Hair Out: Analysis of the Impact of Skin Hair on the
Diagnosis of Microscopic Skin Lesions",
BOOKTITLE = AIHA20,
YEAR = "2020",
PAGES = "406-416",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273863"}
@inproceedings{bb279154,
AUTHOR = "Kumar, A. and Hamarneh, G. and Drew, M.S.",
TITLE = "Illumination-based Transformations Improve Skin Lesion Segmentation
in Dermoscopic Images",
BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3132-3141",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273864"}
@inproceedings{bb279155,
AUTHOR = "Ribeiro, V. and Avila, S. and Valle, E.",
TITLE = "Less is More: Sample Selection and Label Conditioning Improve Skin
Lesion Segmentation",
BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3182-3191",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273865"}
@inproceedings{bb279156,
AUTHOR = "Bissoto, A. and Valle, E. and Avila, S.",
TITLE = "Debiasing Skin Lesion Datasets and Models? Not So Fast",
BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3192-3201",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273866"}
@inproceedings{bb279157,
AUTHOR = "Barata, C. and Santiago, C.",
TITLE = "How Important Is Each Dermoscopy Image?",
BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3202-3210",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273867"}
@inproceedings{bb279158,
AUTHOR = "Combalia, M. and Hueto, F. and Puig, S. and Malvehy, J. and Vilaplana, V.",
TITLE = "Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image
Classification",
BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3211-3220",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273868"}
@inproceedings{bb279159,
AUTHOR = "Mahajan, K. and Sharma, M. and Vig, L.",
TITLE = "Meta-DermDiagnosis: Few-Shot Skin Disease Identification using
Meta-Learning",
BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3142-3151",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273869"}
@inproceedings{bb279160,
AUTHOR = "Andrade, C. and Teixeira, L.F. and Vasconcelos, M.J.M. and Rosado, L.",
TITLE = "Deep Learning Models for Segmentation of Mobile-acquired Dermatological
Images",
BOOKTITLE = ICIAR20,
YEAR = "2020",
PAGES = "II:228-237 Open Access",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273870"}
@inproceedings{bb279161,
AUTHOR = "Bekmirzaev, S. and Oh, S. and Yo, S.",
TITLE = "RethNet: Object-by-Object Learning for Detecting Facial Skin Problems",
BOOKTITLE = VRMI19,
YEAR = "2019",
PAGES = "425-433",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273871"}
@inproceedings{bb279162,
AUTHOR = "Wu, X. and Wen, N. and Liang, J. and Lai, Y. and She, D. and Cheng, M. and Yang, J.",
TITLE = "Joint Acne Image Grading and Counting via Label Distribution Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "10641-10650",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273872"}
@inproceedings{bb279163,
AUTHOR = "Gavrilov, D.A. and Shchelkunov, N.N. and Melerzanov, A.V.",
TITLE = "Deep Learning Based Skin Lesions Diagnosis",
BOOKTITLE = PTVSBB19,
YEAR = "2019",
PAGES = "81-85",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273873"}
@inproceedings{bb279164,
AUTHOR = "Tu, W. and Liu, X. and Hu, W. and Pan, Z. and Xu, X. and Li, B.",
TITLE = "Segmentation of Lesion in Dermoscopy Images Using Dense-Residual
Network with Adversarial Learning",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "1430-1434",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273874"}
@inproceedings{bb279165,
AUTHOR = "Wang, X. and Ding, H. and Jiang, X.",
TITLE = "Dermoscopic Image Segmentation Through the Enhanced High-Level
Parsing and Class Weighted Loss",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "245-249",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273875"}
@inproceedings{bb279166,
AUTHOR = "Ferreira, B. and Barata, C. and Marques, J.S.",
TITLE = "What Is the Role of Annotations in the Detection of Dermoscopic
Structures?",
BOOKTITLE = IbPRIA19,
YEAR = "2019",
PAGES = "II:3-11",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273876"}
@inproceedings{bb279167,
AUTHOR = "Franco Ceballos, R. and Torres Madronero, M.C. and Galeano Zea, J. and Murillo, J. and Zarzycki, A. and Garzon, J. and Robledo, S.M.",
TITLE = "Spectral Band Subset Selection for Discrimination of Healthy Skin and
Cutaneous Leishmanial Ulcers",
BOOKTITLE = IbPRIA19,
YEAR = "2019",
PAGES = "I:398-408",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273877"}
@inproceedings{bb279168,
AUTHOR = "Carcagni, P. and Leo, M. and Cuna, A. and Mazzeo, P.L. and Spagnolo, P. and Celeste, G. and Distante, C.",
TITLE = "Classification of Skin Lesions by Combining Multilevel Learnings in a
DenseNet Architecture",
BOOKTITLE = CIAP19,
YEAR = "2019",
PAGES = "I:335-344",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273878"}
@inproceedings{bb279169,
AUTHOR = "Bonechi, S. and Bianchini, M. and Bongini, P. and Ciano, G. and Giacomini, G. and Rosai, R. and Tognetti, L. and Rossi, A. and Andreini, P.",
TITLE = "Fusion of Visual and Anamnestic Data for the Classification of Skin
Lesions with Deep Learning",
BOOKTITLE = NTIAP19,
YEAR = "2019",
PAGES = "211-219",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273879"}
@inproceedings{bb279170,
AUTHOR = "Piantadosi, G. and Bovenzi, G. and Argenziano, G. and Moscarella, E. and Parmeggiani, D. and Docimo, L. and Sansone, C.",
TITLE = "Skin Lesions Classification: A Radiomics Approach with Deep CNN",
BOOKTITLE = NTIAP19,
YEAR = "2019",
PAGES = "252-259",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273880"}
@inproceedings{bb279171,
AUTHOR = "Adegun, A. and Viriri, S.",
TITLE = "Deep Learning Model for Skin Lesion Segmentation: Fully Convolutional
Network",
BOOKTITLE = ICIAR19,
YEAR = "2019",
PAGES = "II:232-242",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273881"}
@inproceedings{bb279172,
AUTHOR = "Canalini, L. and Pollastri, F. and Bolelli, F. and Cancilla, M. and Allegretti, S. and Grana, C.",
TITLE = "Skin Lesion Segmentation Ensemble with Diverse Training Strategies",
BOOKTITLE = CAIP19,
YEAR = "2019",
PAGES = "I:89-101",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273882"}
@inproceedings{bb279173,
AUTHOR = "Czovny, R.K. and Bellon, O.R.P. and Silva, L. and Costa, H.S.G.",
TITLE = "Minutia Matching using 3D Pore Clouds",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "3138-3143",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273883"}
@inproceedings{bb279174,
AUTHOR = "Yang, J. and Sun, X. and Liang, J. and Rosin, P.L.",
TITLE = "Clinical Skin Lesion Diagnosis Using Representations Inspired by
Dermatologist Criteria",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "1258-1266",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273884"}
@inproceedings{bb279175,
AUTHOR = "Li, H. and He, X. and Yu, Z. and Zhou, F. and Cheng, J. and Huang, L. and Wang, T. and Lei, B.",
TITLE = "Skin Lesion Segmentation via Dense Connected Deconvolutional Network",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "671-675",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273885"}
@inproceedings{bb279176,
AUTHOR = "Luo, W. and Yang, M.",
TITLE = "Fast Skin Lesion Segmentation via Fully Convolutional Network with
Residual Architecture and CRF",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "1438-1443",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273886"}
@inproceedings{bb279177,
AUTHOR = "Filali, Y. and Ennouni, A. and Sabri, M.A. and Aarab, A.",
TITLE = "A study of lesion skin segmentation, features selection and
classification approaches",
BOOKTITLE = ISCV18,
YEAR = "2018",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273887"}
@inproceedings{bb279178,
AUTHOR = "Zeng, G.D. and Zheng, G.",
TITLE = "Multi-scale Fully Convolutional DenseNets for Automated Skin Lesion
Segmentation in Dermoscopy Images",
BOOKTITLE = ICIAR18,
YEAR = "2018",
PAGES = "513-521",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273888"}
@inproceedings{bb279179,
AUTHOR = "Mahdiraji, S.A. and Baleghi, Y. and Sakhaei, S.M.",
TITLE = "Skin lesion images classification using new color pigmented boundary
descriptors",
BOOKTITLE = IPRIA17,
YEAR = "2017",
PAGES = "102-107",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273889"}
@inproceedings{bb279180,
AUTHOR = "Rundo, F. and Conoci, S. and Banna, G.L. and Stanco, F. and Battiato, S.",
TITLE = "Bio-Inspired Feed-Forward System for Skin Lesion Analysis, Screening
and Follow-Up",
BOOKTITLE = CIAP17,
YEAR = "2017",
PAGES = "II:399-409",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273890"}
@inproceedings{bb279181,
AUTHOR = "Balducci, F. and Grana, C.",
TITLE = "Pixel Classification Methods to Detect Skin Lesions on Dermoscopic
Medical Images",
BOOKTITLE = CIAP17,
YEAR = "2017",
PAGES = "II:444-455",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273891"}
@inproceedings{bb279182,
AUTHOR = "Al abayechi, A.A.A. and Jalab, H.A. and Ibrahim, R.W. and Hasan, A.M.",
TITLE = "Image Enhancement Based on Fractional Poisson for Segmentation of Skin
Lesions Using the Watershed Transform",
BOOKTITLE = IVIC17,
YEAR = "2017",
PAGES = "249-259",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273892"}
@inproceedings{bb279183,
AUTHOR = "Bozkurt, A. and Gale, T. and Kose, K. and Alessi Fox, C. and Brooks, D.H. and Rajadhyaksha, M. and Dy, J.G.",
TITLE = "Delineation of Skin Strata in Reflectance Confocal Microscopy Images
with Recurrent Convolutional Networks",
BOOKTITLE = Microscopy17,
YEAR = "2017",
PAGES = "777-785",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273893"}
@inproceedings{bb279184,
AUTHOR = "Hajdu, A. and Harangi, B. and Besenczi, R. and Lazar, I. and Emri, G. and Hajdu, L. and Tijdeman, R.",
TITLE = "Measuring regularity of network patterns by grid approximations using
the LLL algorithm",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "1524-1529",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273894"}
@inproceedings{bb279185,
AUTHOR = "Kaur, P. and Dana, K.J. and Cula, G.O. and Mack, M.C.",
TITLE = "Hybrid deep learning for Reflectance Confocal Microscopy skin images",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "1466-1471",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273895"}
@inproceedings{bb279186,
AUTHOR = "Pal, A. and Chaturvedi, A. and Garain, U. and Chandra, A. and Chatterjee, R.",
TITLE = "Severity grading of psoriatic plaques using deep CNN based multi-task
learning",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "1478-1483",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273896"}
@inproceedings{bb279187,
AUTHOR = "Liao, H.F. and Li, Y.C. and Luo, J.B.",
TITLE = "Skin disease classification versus skin lesion characterization:
Achieving robust diagnosis using multi-label deep neural networks",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "355-360",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273897"}
@inproceedings{bb279188,
AUTHOR = "Jafari, M.H. and Karimi, N. and Nasr Esfahani, E. and Samavi, S. and Soroushmehr, S.M.R. and Ward, K. and Najarian, K.",
TITLE = "Skin lesion segmentation in clinical images using deep learning",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "337-342",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273898"}
@inproceedings{bb279189,
AUTHOR = "Faraz, K. and Blondel, W. and Amouroux, M. and Daul, C.",
TITLE = "Towards skin image mosaicing",
BOOKTITLE = IPTA16,
YEAR = "2016",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273899"}
@inproceedings{bb279190,
AUTHOR = "Majtner, T. and Yildirim Yayilgan, S. and Hardeberg, J.Y.",
TITLE = "Combining deep learning and hand-crafted features for skin lesion
classification",
BOOKTITLE = IPTA16,
YEAR = "2016",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273900"}
@inproceedings{bb279191,
AUTHOR = "Haji Rassouliha, A. and Kmiecik, B. and Taberner, A.J. and Nash, M.P. and Nielsen, P.M.F.",
TITLE = "A Low-cost, hand-held stereoscopic device for measuring dynamic
deformations of skin in vivo",
BOOKTITLE = "ICVNZ15",
YEAR = "2015",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273901"}
@inproceedings{bb279192,
AUTHOR = "Kawahara, J. and Hamarneh, G.",
TITLE = "Multi-resolution-Tract CNN with Hybrid Pretrained and Skin-Lesion
Trained Layers",
BOOKTITLE = MLMI16,
YEAR = "2016",
PAGES = "164-171",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273902"}
@inproceedings{bb279193,
AUTHOR = "Bozorgtabar, B. and Abedini, M. and Garnavi, R.",
TITLE = "Sparse Coding Based Skin Lesion Segmentation Using Dynamic Rule-Based
Refinement",
BOOKTITLE = MLMI16,
YEAR = "2016",
PAGES = "254-261",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273903"}
@inproceedings{bb279194,
AUTHOR = "Kropidlowski, K. and Kociolek, M. and Strzelecki, M. and Czubinski, D.",
TITLE = "Blue Whitish Veil, Atypical Vascular Pattern and Regression Structures
Detection in Skin Lesions Images",
BOOKTITLE = ICCVG16,
YEAR = "2016",
PAGES = "418-428",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273904"}
@inproceedings{bb279195,
AUTHOR = "Sun, X.X. and Yang, J.F. and Sun, M. and Wang, K.",
TITLE = "A Benchmark for Automatic Visual Classification of Clinical Skin
Disease Images",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "VI: 206-222",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273905"}
@inproceedings{bb279196,
AUTHOR = "Bulan, O. and Artan, Y.",
TITLE = "Wheal detection from skin prick test images using normalized-cuts and
region selection",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1250-1253",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273906"}
@inproceedings{bb279197,
AUTHOR = "Schneider, D. and Hecht, A.",
TITLE = "Photogrammetric 3d Acquisition And Analysis Of Medicamentous Induced
Pilomotor Reflex (goose Bumps)",
BOOKTITLE = ISPRS16,
YEAR = "2016",
PAGES = "B5: 903-908",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273907"}
@inproceedings{bb279198,
AUTHOR = "Gonzalez Castro, V. and Debayle, J. and Wazaefi, Y. and Rahim, M. and Gaudy, C. and Grob, J.J. and Fertil, B.",
TITLE = "Automatic classification of skin lesions using geometrical
measurements of adaptive neighborhoods and local binary patterns",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "1722-1726",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273908"}
@inproceedings{bb279199,
AUTHOR = "Santos, A. and Pedrini, H.",
TITLE = "Human Skin Segmentation Improved by Saliency Detection",
BOOKTITLE = CAIP15,
YEAR = "2015",
PAGES = "II:146-157",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT273909"}
Last update:May 3, 2026 at 17:51:13