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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#TT257402"}
@inproceedings{bb262601,
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#TT257403"}
@inproceedings{bb262602,
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#TT257404"}
@inproceedings{bb262603,
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#TT257405"}
@inproceedings{bb262604,
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#TT257406"}
@inproceedings{bb262605,
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#TT257407"}
@inproceedings{bb262606,
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#TT257408"}
@inproceedings{bb262607,
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#TT257409"}
@inproceedings{bb262608,
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#TT257410"}
@inproceedings{bb262609,
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#TT257411"}
@inproceedings{bb262610,
AUTHOR = "Bissoto, A. and Valle, E. and Avila, S.",
TITLE = "GAN-Based Data Augmentation and Anonymization for Skin-Lesion
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BOOKTITLE = ISIC21,
YEAR = "2021",
PAGES = "1847-1856",
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@inproceedings{bb262611,
AUTHOR = "Mohseni, M. and Yap, J. and Yolland, W. and Koochek, A. and Atkins, M.S.",
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BOOKTITLE = ISIC21,
YEAR = "2021",
PAGES = "1829-1836",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT257413"}
@inproceedings{bb262612,
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#TT257414"}
@inproceedings{bb262613,
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#TT257415"}
@inproceedings{bb262614,
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#TT257416"}
@inproceedings{bb262615,
AUTHOR = "Allegretti, S. and Bolelli, F. and Pollastri, F. and Longhitano, S. and Pellacani, G. and Grana, C.",
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BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8053-8060",
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@inproceedings{bb262616,
AUTHOR = "Carcagni, P. and Leo, M. and Celeste, G. and Distante, C. and Cuna, A.",
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Lesions Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8639-8646",
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@inproceedings{bb262617,
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",
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@inproceedings{bb262618,
AUTHOR = "Kumar, A. and Hamarneh, G. and Drew, M.S.",
TITLE = "Illumination-based Transformations Improve Skin Lesion Segmentation
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BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3132-3141",
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@inproceedings{bb262619,
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",
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@inproceedings{bb262620,
AUTHOR = "Bissoto, A. and Valle, E. and Avila, S.",
TITLE = "Debiasing Skin Lesion Datasets and Models? Not So Fast",
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YEAR = "2020",
PAGES = "3192-3201",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT257422"}
@inproceedings{bb262621,
AUTHOR = "Barata, C. and Santiago, C.",
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BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3202-3210",
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AUTHOR = "Combalia, M. and Hueto, F. and Puig, S. and Malvehy, J. and Vilaplana, V.",
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Classification",
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@inproceedings{bb262623,
AUTHOR = "Mahajan, K. and Sharma, M. and Vig, L.",
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Meta-Learning",
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AUTHOR = "Andrade, C. and Teixeira, L.F. and Vasconcelos, M.J.M. and Rosado, L.",
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Images",
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PAGES = "II:228-237 Open Access",
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AUTHOR = "Bekmirzaev, S. and Oh, S. and Yo, S.",
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YEAR = "2019",
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@inproceedings{bb262627,
AUTHOR = "Gavrilov, D.A. and Shchelkunov, N.N. and Melerzanov, A.V.",
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AUTHOR = "Tu, W. and Liu, X. and Hu, W. and Pan, Z. and Xu, X. and Li, B.",
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Network with Adversarial Learning",
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AUTHOR = "Wang, X. and Ding, H. and Jiang, X.",
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@inproceedings{bb262630,
AUTHOR = "Ferreira, B. and Barata, C. and Marques, J.S.",
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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.",
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Cutaneous Leishmanial Ulcers",
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DenseNet Architecture",
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