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and Xia, Y.", TITLE = "SESV: Accurate Medical Image Segmentation by Predicting and Correcting Errors", JOURNAL = MedImg, VOLUME = "40", YEAR = "2021", NUMBER = "1", MONTH = "January", PAGES = "286-296", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239797"} @article{bb244907, AUTHOR = "Cai, J. and Harrison, A.P. and Zheng, Y. and Yan, K. and Huo, Y. and Xiao, J. and Yang, L. and Lu, L.", TITLE = "Lesion-Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale", JOURNAL = MedImg, VOLUME = "40", YEAR = "2021", NUMBER = "1", MONTH = "January", PAGES = "59-70", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239798"} @article{bb244908, AUTHOR = "Kosgiker, G.M. and Deshpande, A. and Kauser, A.", TITLE = "SegCaps: An efficient SegCaps network-based skin lesion segmentation in dermoscopic images", JOURNAL = IJIST, VOLUME = "31", YEAR = "2021", NUMBER = "2", PAGES = "874-894", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239799"} @article{bb244909, AUTHOR = "Saha, M. and Naskar, M.K. and Chatterji, B.N.", TITLE = "Human skin ringworm detection using wavelet and curvelet transforms: A Comparative Study", JOURNAL = IJCVR, VOLUME = "11", YEAR = "2021", NUMBER = "3", PAGES = "245-263", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239800"} @article{bb244910, AUTHOR = "Li, W. and Joseph Raj, A.N. and Tjahjadi, T. and Zhuang, Z.M.", TITLE = "Digital hair removal by deep learning for skin lesion segmentation", JOURNAL = PR, VOLUME = "117", YEAR = "2021", PAGES = "107994", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239801"} @article{bb244911, AUTHOR = "Liu, Y.P. and Wang, Z.M. and Li, Z.Q. and Li, J. and Li, T. and Chen, P. and Liang, R.H.", TITLE = "Multiscale ensemble of convolutional neural networks for skin lesion classification", JOURNAL = IET-IPR, VOLUME = "15", YEAR = "2021", NUMBER = 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and Xu, R.X.", TITLE = "Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification", JOURNAL = MedImg, VOLUME = "41", YEAR = "2022", NUMBER = "5", MONTH = "May", PAGES = "1242-1254", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239812"} @article{bb244923, AUTHOR = "Kaur, R. and GholamHosseini, H. and Sinha, R.", TITLE = "Skin lesion segmentation using an improved framework of encoder-decoder based convolutional neural network", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "4", PAGES = "1143-1158", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239813"} @article{bb244924, AUTHOR = "Singh, L. and Janghel, R.R. and Sahu, S.P.", TITLE = "A hybrid feature fusion strategy for early fusion and majority voting for late fusion towards melanocytic skin lesion detection", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "4", PAGES = "1231-1250", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239814"} @article{bb244925, AUTHOR = "Abdelazeem, R.M. and Hamdy, O.", TITLE = "Utilizing the spatial frequency domain imaging to investigate change in optical parameters of skin exposed to thermal-hydrotherapy: Ex-vivo study", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "5", PAGES = "1661-1672", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239815"} @article{bb244926, AUTHOR = "Song, L. and Wang, H.Q. and Wang, Z.J.", TITLE = "Decoupling multi-task causality for improved skin lesion segmentation and classification", JOURNAL = PR, VOLUME = "133", YEAR = "2023", PAGES = "108995", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239816"} @article{bb244927, AUTHOR = "Mahmoud Ghoneim, D.", TITLE = "The effect of quantization at different resolutions on the classification of lesion texture in dermoscopic images using support vector machine", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "6", PAGES = "1953-1962", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239817"} @article{bb244928, AUTHOR = "Zhang, G.Z. and Wang, S.S.", TITLE = "Dense and shuffle attention U-Net for automatic skin lesion segmentation", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "6", PAGES = "2066-2079", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239818"} @article{bb244929, AUTHOR = "Wang, S. and Yin, Y.Q. and Wang, D.J. and Wang, Y.Z. and Jin, Y.", TITLE = "Interpretability-Based Multimodal Convolutional Neural Networks for Skin Lesion Diagnosis", JOURNAL = Cyber, VOLUME = "52", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "12623-12637", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239819"} @article{bb244930, AUTHOR = "Zhao, X.Y. and Zhang, P. and Song, F. and Ma, C.B. and Fan, G.D. and Sun, Y.Y. and Feng, Y. and Zhang, G.L.", TITLE = "Prior Attention Network 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"http://www.visionbib.com/bibliography/medical899skl2.html#TT239822"} @article{bb244933, AUTHOR = "Tajjour, S. and Garg, S. and Chandel, S.S. and Sharma, D.", TITLE = "A novel hybrid artificial neural network technique for the early skin cancer diagnosis using color space conversions of original images", JOURNAL = IJIST, VOLUME = "33", YEAR = "2023", NUMBER = "1", PAGES = "276-286", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239823"} @article{bb244934, AUTHOR = "Yan, P. and Wang, G. and Chen, J. and Tang, Q.W. and Xu, H.", TITLE = "Skin lesion classification based on the VGG-16 fusion residual structure", JOURNAL = IJIST, VOLUME = "33", YEAR = "2023", NUMBER = "1", PAGES = "53-68", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899skl2.html#TT239824"} @article{bb244935, AUTHOR = "Chen, C.Q. and Wang, J. and Pan, J.W. and Bian, C. and Zhang, Z.C.", TITLE = "GraphSKT: Graph-Guided Structured Knowledge Transfer for Domain Adaptive Lesion 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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#TT239833"} @article{bb244944, AUTHOR = "Jiang, Y. and Qiao, H. and Zhang, Z. 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#TT239834"} @article{bb244945, AUTHOR = "Chen, H. and Wang, R. and Wang, X. and Li, J. and Fang, Q. and Li, H. and Bai, J. 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#TT239835"} @article{bb244946, 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#TT239836"} @article{bb244947, AUTHOR = "Zhou, L. and Yu, L. 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#TT239837"} @article{bb244948, 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#TT239838"} @article{bb244949, 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#TT239839"} @article{bb244950, 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#TT239840"} @article{bb244951, 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#TT239841"} @inproceedings{bb244952, 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#TT239842"} @inproceedings{bb244953, 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#TT239843"} @inproceedings{bb244954, 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#TT239844"} @inproceedings{bb244955, 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#TT239845"} @inproceedings{bb244956, 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#TT239846"} @inproceedings{bb244957, 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#TT239847"} @inproceedings{bb244958, 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#TT239848"} @inproceedings{bb244959, 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#TT239849"} @inproceedings{bb244960, 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#TT239850"} @inproceedings{bb244961, 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#TT239851"} @inproceedings{bb244962, 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#TT239852"} @inproceedings{bb244963, 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#TT239853"} @inproceedings{bb244964, 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#TT239854"} @inproceedings{bb244965, 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#TT239855"} @inproceedings{bb244966, 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#TT239856"} @inproceedings{bb244967, 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#TT239857"} @inproceedings{bb244968, 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#TT239858"} @inproceedings{bb244969, 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#TT239859"} @inproceedings{bb244970, 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#TT239860"} @inproceedings{bb244971, 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#TT239861"} @inproceedings{bb244972, 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#TT239862"} @inproceedings{bb244973, 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#TT239863"} @inproceedings{bb244974, 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#TT239864"} @inproceedings{bb244975, AUTHOR = "Yang, D. and Myronenko, A. and Wang, X.S. and Xu, Z. 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#TT239865"} @inproceedings{bb244976, 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#TT239866"} @inproceedings{bb244977, 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#TT239867"} @inproceedings{bb244978, 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#TT239868"} @inproceedings{bb244979, 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#TT239869"} @inproceedings{bb244980, 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#TT239870"} @inproceedings{bb244981, 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#TT239871"} @inproceedings{bb244982, 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#TT239872"} @inproceedings{bb244983, 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#TT239873"} @inproceedings{bb244984, 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#TT239874"} @inproceedings{bb244985, 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#TT239875"} @inproceedings{bb244986, 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#TT239876"} @inproceedings{bb244987, 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#TT239877"} @inproceedings{bb244988, 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#TT239878"} @inproceedings{bb244989, 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#TT239879"} @inproceedings{bb244990, 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#TT239880"} @inproceedings{bb244991, 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#TT239881"} @inproceedings{bb244992, 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#TT239882"} @inproceedings{bb244993, 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#TT239883"} @inproceedings{bb244994, 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#TT239884"} @inproceedings{bb244995, 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#TT239885"} @inproceedings{bb244996, 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#TT239886"} @inproceedings{bb244997, 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#TT239887"} @inproceedings{bb244998, 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#TT239888"} @inproceedings{bb244999, 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#TT239889"}