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AUTHOR = "Duman, E. and Tolan, Z.",
TITLE = "Ensemble the recent architectures of deep convolutional networks for
skin diseases diagnosis",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
PAGES = "1293-1305",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261080"}
@article{bb266301,
AUTHOR = "Yang, Y.Q. and He, P. and Wang, S. and Tian, Y. and Zhang, W.",
TITLE = "DB-TASNet for disease diagnosis and lesion segmentation in medical
images",
JOURNAL = JVCIR,
VOLUME = "95",
YEAR = "2023",
PAGES = "103896",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261081"}
@article{bb266302,
AUTHOR = "Wang, H. and Qi, Q.Q. and Sun, W.J. and Li, X. and Dong, B.X. and Yao, C.L.",
TITLE = "Classification of skin lesions with generative adversarial networks
and improved MobileNetV2",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "5",
PAGES = "1561-1576",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261082"}
@article{bb266303,
AUTHOR = "Jiang, Y. and Qiao, H. and Zhang, Z.Q. and Wang, M. and Yan, W. and Chen, J.",
TITLE = "MDSC-Net: A multi-scale depthwise separable convolutional neural
network for skin lesion segmentation",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "13",
PAGES = "3713-3727",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261083"}
@article{bb266304,
AUTHOR = "Chen, H. and Wang, R.Z. and Wang, X.Y. and Li, J. and Fang, Q. and Li, H. and Bai, J.H. and Peng, Q. and Meng, D.Y. and Wang, L.S.",
TITLE = "Unsupervised Local Discrimination for Medical Images",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15912-15929",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261084"}
@article{bb266305,
AUTHOR = "Wang, Z.H. and Lyu, J. and Tang, X.Y.",
TITLE = "autoSMIM: Automatic Superpixel-Based Masked Image Modeling for Skin
Lesion Segmentation",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "3501-3511",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261085"}
@article{bb266306,
AUTHOR = "Zhou, L. and Yu, L.Q. and Wang, L.S.",
TITLE = "RECIST-Induced Reliable Learning: Geometry-Driven Label Propagation
for Universal Lesion Segmentation",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "149-161",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261086"}
@article{bb266307,
AUTHOR = "Aloraini, M.",
TITLE = "An effective human monkeypox classification using vision transformer",
JOURNAL = IJIST,
VOLUME = "34",
YEAR = "2024",
NUMBER = "1",
PAGES = "e22944",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261087"}
@article{bb266308,
AUTHOR = "Zhou, Y. and Yang, Y.",
TITLE = "SRP&PASMLP-Net: Lightweight skin lesion segmentation network
based on structural re-parameterization and parallel axial shift
multilayer perceptron",
JOURNAL = IJIST,
VOLUME = "34",
YEAR = "2024",
NUMBER = "2",
PAGES = "e22985",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261088"}
@article{bb266309,
AUTHOR = "Venugopal, V. and Nath, M.K. and Joseph, J. and Das, M.V.",
TITLE = "A deep learning-based illumination transform for devignetting
photographs of dermatological lesions",
JOURNAL = IVC,
VOLUME = "142",
YEAR = "2024",
PAGES = "104909",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261089"}
@article{bb266310,
AUTHOR = "Golnoori, F. and Boroujeni, F.Z. and Monadjemi, S.A.",
TITLE = "A comparative study on deep feature selection methods for skin lesion
classification",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "4",
PAGES = "996-1013",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261090"}
@article{bb266311,
AUTHOR = "Altamimi, A. and Alrowais, F. and Karamti, H. and Umer, M. and Cascone, L. and Ashraf, I.",
TITLE = "An improved skin lesion detection solution using multi-step
preprocessing features and NASNet transfer learning model",
JOURNAL = IVC,
VOLUME = "144",
YEAR = "2024",
PAGES = "104969",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261091"}
@article{bb266312,
AUTHOR = "Du, F. and Peng, B. and Al Huda, Z. and Yao, J.",
TITLE = "Semi-Supervised Skin Lesion Segmentation via Iterative Mask
Optimization",
JOURNAL = IJIG,
VOLUME = "24",
YEAR = "2024",
NUMBER = "2",
MONTH = "March",
PAGES = "2450020",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261092"}
@article{bb266313,
AUTHOR = "He, H.L. and Paetzold, J.C. and Borner, N. and Riedel, E. and Gerl, S. and Schneider, S. and Fisher, C. and Ezhov, I. and Shit, S. and Li, H.W. and Ruckert, D. and Aguirre, J. and Biedermann, T. and Darsow, U. and Menze, B. and Ntziachristos, V.",
TITLE = "Machine Learning Analysis of Human Skin by Optoacoustic Mesoscopy for
Automated Extraction of Psoriasis and Aging Biomarkers",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "2074-2085",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261093"}
@article{bb266314,
AUTHOR = "Wang, J. and Zhang, W.J. and Li, D.D. and Li, C. and Jing, W.P.",
TITLE = "HGSNet: A hypergraph network for subtle lesions segmentation in
medical imaging",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "9",
PAGES = "2357-2371",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261094"}
@article{bb266315,
AUTHOR = "Hou, Q.S. and Wang, Y.Q. and Cao, P. and Cheng, S. and Lan, L.Q. and Yang, J.Z. and Liu, X.L. and Zaiane, O.R.",
TITLE = "A Collaborative Self-Supervised Domain Adaptation for Low-Quality
Medical Image Enhancement",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "2479-2494",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261095"}
@inproceedings{bb266316,
AUTHOR = "Abla, R. and Abdelouahed, S.M. and Abdellah, A.",
TITLE = "Fine-Tuning Vision Transformers for Enhanced Skin Lesion
Classification: Navigating the Challenges of Small Datasets",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261096"}
@article{bb266317,
AUTHOR = "Gottumukkala, V.S.S.P.R. and Kumaran, N. and Sekhar, V.C.",
TITLE = "IRFNet: Skin Lesion Detection and Classification Using Unified
Intuitive and Object Classifier with Iterative Random Forest Algorithm",
JOURNAL = IJIG,
VOLUME = "24",
YEAR = "2024",
NUMBER = "5",
MONTH = "September",
PAGES = "2340003",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261097"}
@article{bb266318,
AUTHOR = "Yuan, F.N. and Peng, Y. and Huang, Q.H. and Li, X.L.",
TITLE = "A Bi-Directionally Fused Boundary Aware Network for Skin Lesion
Segmentation",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "6340-6353",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261098"}
@article{bb266319,
AUTHOR = "Wang, K. and Chen, Z.C. and Zhu, M.J. and Li, Z.T. and Weng, J. and Gu, T.L.",
TITLE = "Score-Based Counterfactual Generation for Interpretable Medical Image
Classification and Lesion Localization",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "3596-3607",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261099"}
@article{bb266320,
AUTHOR = "Zhai, G.Y. and Wang, G.L. and Shang, Q.H. and Li, Y. and Wang, H.R.",
TITLE = "DMA-Net: A dual branch encoder and multi-scale cross attention fusion
network for skin lesion segmentation",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "14",
PAGES = "4531-4541",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261100"}
@article{bb266321,
AUTHOR = "Xiao, C.L. and Zhu, A. and Xia, C.M. and Qiu, Z.F. and Liu, Y.L. and Zhao, C. and Ren, W.W. and Wang, L.F. and Dong, L. and Wang, T.F. and Guo, L.H. and Lei, B.Y.",
TITLE = "Attention-Guided Learning With Feature Reconstruction for Skin Lesion
Diagnosis Using Clinical and Ultrasound Images",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "543-555",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261101"}
@article{bb266322,
AUTHOR = "Narayanan, R. and Sundaresan, V.",
TITLE = "MedLesSynth-LD: Lesion synthesis using physics-based noise models for
robust lesion segmentation in low-data medical imaging regimes",
JOURNAL = PRL,
VOLUME = "188",
YEAR = "2025",
PAGES = "155-163",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261102"}
@article{bb266323,
AUTHOR = "Li, G.L. and Zhou, X.J. and Ye, Y.Y. and Lv, J.Q. and Ji, D.H. and Wu, J.G. and Zhang, R.Y. and Zhang, H.B.",
TITLE = "Lightweight Local-Global Fusion for Robust Multiclass Classification
of Skin Lesions",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
PAGES = "e70045",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261103"}
@article{bb266324,
AUTHOR = "Kumar, S.S. and Kumar, R.S.V. and Subbulekshmi, D.",
TITLE = "A Review of U-Net-Based Deep Learning Models for Skin Lesion
Segmentation",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
PAGES = "e70107",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261104"}
@article{bb266325,
AUTHOR = "Laouarem, A. and Kara Mohamed, C. and Bourennane, E.B. and Hamdi Cherif, A.",
TITLE = "JILDYA-Net: An Efficient Lightweight Multi-Class Classification
Architecture for Skin Lesions",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
PAGES = "e70102",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261105"}
@article{bb266326,
AUTHOR = "Devaraj, G.P. and Vanitha, V. and Vimala, K. and Gupta, P.K.",
TITLE = "Multiscale Dynamic Attention Framework for Skin Lesion Segmentation
and Classification",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
PAGES = "e70130",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261106"}
@article{bb266327,
AUTHOR = "Li, X.S. and Li, L. and Xing, X.L. and Liao, H.X. and Wang, W.J. and Dong, Q.T. and Qin, X. and Yuan, C.A.",
TITLE = "MSDUNet: A Model Based on Feature Multi-Scale and Dual-Input Dynamic
Enhancement for Skin Lesion Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "2819-2830",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261107"}
@article{bb266328,
AUTHOR = "Bai, F. and Wei, R. and Bai, X.Y. and Jin, D. and Ye, X.H. and Lu, L. and Yan, K. and Meng, M.Q.H.",
TITLE = "DistAL: A Domain-Shift Active Learning Framework With Transferable
Feature Learning for Lesion Detection",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "3038-3050",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT261108"}
@inproceedings{bb266329,
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#TT261109"}
@inproceedings{bb266330,
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#TT261110"}
@inproceedings{bb266331,
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#TT261111"}
@inproceedings{bb266332,
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#TT261112"}
@inproceedings{bb266333,
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#TT261113"}
@inproceedings{bb266334,
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#TT261114"}
@inproceedings{bb266335,
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#TT261115"}
@inproceedings{bb266336,
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#TT261116"}
@inproceedings{bb266337,
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#TT261117"}
@inproceedings{bb266338,
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#TT261118"}
@inproceedings{bb266339,
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#TT261119"}
@inproceedings{bb266340,
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#TT261120"}
@inproceedings{bb266341,
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#TT261121"}
@inproceedings{bb266342,
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#TT261122"}
@inproceedings{bb266343,
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#TT261123"}
@inproceedings{bb266344,
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#TT261124"}
@inproceedings{bb266345,
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#TT261125"}
@inproceedings{bb266346,
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#TT261126"}
@inproceedings{bb266347,
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#TT261127"}
@inproceedings{bb266348,
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#TT261128"}
@inproceedings{bb266349,
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#TT261129"}
@inproceedings{bb266350,
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#TT261130"}
@inproceedings{bb266351,
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#TT261131"}
@inproceedings{bb266352,
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#TT261132"}
@inproceedings{bb266353,
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#TT261133"}
@inproceedings{bb266354,
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#TT261134"}
@inproceedings{bb266355,
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#TT261135"}
@inproceedings{bb266356,
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#TT261136"}
@inproceedings{bb266357,
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#TT261137"}
@inproceedings{bb266358,
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#TT261138"}
@inproceedings{bb266359,
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#TT261139"}
@inproceedings{bb266360,
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#TT261140"}
@inproceedings{bb266361,
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#TT261141"}
@inproceedings{bb266362,
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#TT261142"}
@inproceedings{bb266363,
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#TT261143"}
@inproceedings{bb266364,
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#TT261144"}
@inproceedings{bb266365,
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#TT261145"}
@inproceedings{bb266366,
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#TT261146"}
@inproceedings{bb266367,
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#TT261147"}
@inproceedings{bb266368,
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#TT261148"}
@inproceedings{bb266369,
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#TT261149"}
@inproceedings{bb266370,
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#TT261150"}
@inproceedings{bb266371,
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#TT261151"}
@inproceedings{bb266372,
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#TT261152"}
@inproceedings{bb266373,
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#TT261153"}
@inproceedings{bb266374,
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#TT261154"}
@inproceedings{bb266375,
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#TT261155"}
@inproceedings{bb266376,
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#TT261156"}
@inproceedings{bb266377,
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#TT261157"}
@inproceedings{bb266378,
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#TT261158"}
@inproceedings{bb266379,
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#TT261159"}
@inproceedings{bb266380,
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#TT261160"}
@inproceedings{bb266381,
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#TT261161"}
@inproceedings{bb266382,
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#TT261162"}
@inproceedings{bb266383,
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#TT261163"}
@inproceedings{bb266384,
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#TT261164"}
@inproceedings{bb266385,
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#TT261165"}
@inproceedings{bb266386,
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#TT261166"}
@inproceedings{bb266387,
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#TT261167"}
@inproceedings{bb266388,
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#TT261168"}
@inproceedings{bb266389,
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#TT261169"}
@inproceedings{bb266390,
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#TT261170"}
@inproceedings{bb266391,
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#TT261171"}
@inproceedings{bb266392,
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#TT261172"}
@inproceedings{bb266393,
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#TT261173"}
@inproceedings{bb266394,
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#TT261174"}
@inproceedings{bb266395,
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#TT261175"}
@inproceedings{bb266396,
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#TT261176"}
@inproceedings{bb266397,
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#TT261177"}
@inproceedings{bb266398,
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#TT261178"}
@inproceedings{bb266399,
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#TT261179"}
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