@article{bb266100,
AUTHOR = "Perez, E. and Reyes, O.",
TITLE = "Performing Melanoma Diagnosis by an Effective Multi-view Convolutional
Network Architecture",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "3094-3117",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260883"}
@article{bb266101,
AUTHOR = "Goceri, E.",
TITLE = "Comparison of the impacts of dermoscopy image augmentation methods on
skin cancer classification and a new augmentation method with wavelet
packets",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "5",
PAGES = "1727-1744",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260884"}
@article{bb266102,
AUTHOR = "Renith, G. and Senthilselvi, A.",
TITLE = "An efficient skin cancer detection and classification using Improved
Adaboost Aphid-Ant Mutualism model",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "6",
PAGES = "1957-1972",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260885"}
@article{bb266103,
AUTHOR = "Soylemez, O.F.",
TITLE = "Forward selection-based ensemble of deep neural networks for melanoma
classification in dermoscopy images",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "6",
PAGES = "1929-1943",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260886"}
@article{bb266104,
AUTHOR = "Sukanya, S.T. and Jerine, S.",
TITLE = "Deep Learning-Based Melanoma Detection with Optimized Features via
Hybrid Algorithm",
JOURNAL = IJIG,
VOLUME = "23",
YEAR = "2023",
NUMBER = "6 2023",
PAGES = "2350056",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260887"}
@article{bb266105,
AUTHOR = "Vidhyalakshmi, A.M. and Kanchana, M.",
TITLE = "Skin cancer classification using improved transfer learning
model-based random forest classifier and golden search optimization",
JOURNAL = IJIST,
VOLUME = "34",
YEAR = "2024",
NUMBER = "1",
PAGES = "e22971",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260888"}
@article{bb266106,
AUTHOR = "Kaur, K. and Kaur, A.",
TITLE = "In silico, in vitro, and in vivo validation of a microwave imaging
system using a low-profile Ultra Wide Band Archimedean spiral antenna
to detect skin cancer",
JOURNAL = IJIST,
VOLUME = "34",
YEAR = "2024",
NUMBER = "1",
PAGES = "e23016",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260889"}
@article{bb266107,
AUTHOR = "Enturi, B.K.M. and Suhasini, A. and Satyala, N.",
TITLE = "Optimized Deep CNN with Deviation Relevance-based LBP for Skin Cancer
Detection: Hybrid Metaheuristic Enabled Feature Selection",
JOURNAL = IJIG,
VOLUME = "24",
YEAR = "2024",
NUMBER = "2",
MONTH = "March",
PAGES = "2450023",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260890"}
@article{bb266108,
AUTHOR = "Ahmed, N. and Xin, T. and Lizhuang, M.",
TITLE = "MSPAN: Multi-scale pyramid attention network for efficient skin
cancer lesion segmentation",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "7",
PAGES = "1667-1680",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260891"}
@article{bb266109,
AUTHOR = "Tang, P. and Yan, X.T. and Nan, Y. and Hu, X.B. and Menze, B.H. and Krammer, S. and Lasser, T.",
TITLE = "Joint-individual fusion structure with fusion attention module for
multi-modal skin cancer classification",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110604",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260892"}
@article{bb266110,
AUTHOR = "Imran, M. and Akram, M.U. and Tiwana, M.I. and Salam, A.A. and Hassan, T. and Greco, D.",
TITLE = "Two-dimensional hybrid incremental learning (2DHIL) framework for
semantic segmentation of skin tissues",
JOURNAL = IVC,
VOLUME = "148",
YEAR = "2024",
PAGES = "105147",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260893"}
@article{bb266111,
AUTHOR = "Imran, M. and Akram, M.U. and Tiwana, M.I. and Salam, A.A. and Greco, D.",
TITLE = "Two-dimensional hybrid incremental learning (2DHIL) framework for
semantic segmentation of skin tissues",
JOURNAL = IVC,
VOLUME = "148",
YEAR = "2024",
PAGES = "105098",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260893"}
@article{bb266112,
AUTHOR = "Greco, D. and Hassan, T. and Salam, A.A. and Tiwana, M.I. and Akram, M.U. and Imran, M.",
TITLE = "Two-dimensional hybrid incremental learning (2DHIL) framework for
semantic segmentation of skin tissues",
JOURNAL = IVC,
VOLUME = "148",
YEAR = "2024",
PAGES = "105148",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260893"}
@article{bb266113,
AUTHOR = "Li, F. and Li, M. and Zuo, E. and Chen, C. and Chen, C. and Lv, X.Y.",
TITLE = "Self-contrastive Feature Guidance Based Multidimensional
Collaborative Network of metadata and image features for skin disease
classification",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110742",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260894"}
@article{bb266114,
AUTHOR = "Zhao, G.Z. and Zhang, C. and Wang, X.P. and Lin, B. and Yan, F.H.",
TITLE = "PMANet: Progressive multi-stage attention networks for skin disease
classification",
JOURNAL = IVC,
VOLUME = "149",
YEAR = "2024",
PAGES = "105166",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260895"}
@article{bb266115,
AUTHOR = "Gu, X.Y. and Zhang, X.X.",
TITLE = "VPDet: Refined region CNN for hair follicle recognition in arbitrary
angle",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "12",
PAGES = "3156-3167",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260896"}
@article{bb266116,
AUTHOR = "Meedeniya, D. and de Silva, S. and Gamage, L. and Isuranga, U.",
TITLE = "Skin cancer identification utilizing deep learning: A survey",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "13",
PAGES = "3731-3749",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260897"}
@article{bb266117,
AUTHOR = "Reis, H.C. and Turk, V.",
TITLE = "DSCIMABNet: A novel multi-head attention depthwise separable CNN
model for skin cancer detection",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111182",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260898"}
@article{bb266118,
AUTHOR = "Xu, J. and Huang, K. and Zhong, L. and Gao, Y. and Sun, K. and Liu, W. and Zhou, Y.J. and Guo, W.C. and Guo, Y. and Zou, Y.Q. and Duan, Y.P. and Lu, L. and Wang, Y. and Chen, X. and Zhao, S.",
TITLE = "RemixFormer++: A Multi-Modal Transformer Model for Precision Skin
Tumor Differential Diagnosis With Memory-Efficient Attention",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "320-337",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260899"}
@article{bb266119,
AUTHOR = "Hameed, A. and Shah, S.K. and Khan, S.U. and Alanazi, S. and Algamdi, S.A.",
TITLE = "Dermatology 2.0: Deploying YOLOv11 for Accurate and Accessible Skin
Disease Detection: A Web-Based Approach",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
PAGES = "e70050",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260900"}
@article{bb266120,
AUTHOR = "Rashid, J. and Boulaaras, S.M. and Saleem, M.S. and Faheem, M. and Shahzad, M.U.",
TITLE = "A Novel Transfer Learning Approach for Skin Cancer Classification on
ISIC 2024 3D Total Body Photographs",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
PAGES = "e70065",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260901"}
@article{bb266121,
AUTHOR = "Deng, X.Y. and Zheng, Y.",
TITLE = "HSCFNet: Lightweight Convolutional Neural Network for the
Classification of Infectious and Non-Infectious Skin Diseases",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
PAGES = "e70052",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260902"}
@article{bb266122,
AUTHOR = "Mohakud, R. and Dash, R.",
TITLE = "A Hybrid Model for Classification of Skin Cancer Images After
Segmentation",
JOURNAL = IJIG,
VOLUME = "25",
YEAR = "2025",
NUMBER = "3",
MONTH = "May",
PAGES = "2550022",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260903"}
@article{bb266123,
AUTHOR = "Ma, T. and Liao, J. and Hu, F. and Ma, M. and Wang, K.",
TITLE = "A Joint Lightweight U-Shaped Network for Efficient Medical Image
Segmentation of Melanoma and Breast Cancer",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
PAGES = "e70087",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260904"}
@article{bb266124,
AUTHOR = "Swetha, R.N. and Shrivastava, V.K.",
TITLE = "Enhancing Melanoma Detection With Anisotropic Median Filtering and
Multinomial Classification Vision Transformer",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
PAGES = "e70119",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260905"}
@inproceedings{bb266125,
AUTHOR = "Ekong, F. and Zhou, J. and Sarpong, K. and Gao, Y.S.",
TITLE = "Pixel-Wise Shuffling with Collaborative Sparsity for Melanoma
Hyperspectral Image Classification",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "6485-6494",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260906"}
@inproceedings{bb266126,
AUTHOR = "John, T.C. and Ain, Q.U. and Al Sahaf, H. and Zhang, M.J.",
TITLE = "Towards Clinically Oriented Feature Detection for Melanoma: A Deep
Learning Approach",
BOOKTITLE = IVCNZ24,
YEAR = "2024",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260907"}
@inproceedings{bb266127,
AUTHOR = "Collenne, J. and Iguernaissi, R. and Dubuisson, S. and Merad, D.",
TITLE = "Reset: A Residual Set-Transformer Approach to Tackle the
Ugly-Duckling Sign in Melanoma Detection",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "3186-3191",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260908"}
@inproceedings{bb266128,
AUTHOR = "Hernandez Perez, C. and Jimenez Martin, L. and Vilaplana, V.",
TITLE = "Bridging Domains in Melanoma Diagnostics: Predicting BRAF Mutations
and Sentinel Lymph Node Positivity with Attention-Based Models in
Histological Images",
BOOKTITLE = DEF-AI-MIA24,
YEAR = "2024",
PAGES = "5132-5140",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260909"}
@inproceedings{bb266129,
AUTHOR = "Gonzalez Jimenez, A. and Lionetti, S. and Pouly, M. and Navarini, A.A.",
TITLE = "SANO: Score-based Diffusion Model for Anomaly Localization in
Dermatology",
BOOKTITLE = VAND23,
YEAR = "2023",
PAGES = "2988-2994",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260910"}
@inproceedings{bb266130,
AUTHOR = "Yan, S.Y. and Yu, Z. and Zhang, X.L. and Mahapatra, D. and Chandra, S.S. and Janda, M. and Soyer, P. and Ge, Z.Y.",
TITLE = "Towards Trustable Skin Cancer Diagnosis via Rewriting Model's
Decision",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11568-11577",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260911"}
@inproceedings{bb266131,
AUTHOR = "Grullon, S. and Spurrier, V. and Zhao, J.Y. and Chivers, C. and Jiang, Y. and Motaparthi, K. and Lee, J. and Bonham, M. and Ianni, J.",
TITLE = "Using Whole Slide Image Representations from Self-supervised
Contrastive Learning for Melanoma Concordance Regression",
BOOKTITLE = MIA-COVID19D22,
YEAR = "2022",
PAGES = "442-456",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260912"}
@inproceedings{bb266132,
AUTHOR = "Jaworek Korjakowska, J. and Wojcicka, A. and Kucharski, D. and Brodzicki, A. and Kendrick, C. and Cassidy, B. and Yap, M.H.",
TITLE = "Skin_hair Dataset: Setting the Benchmark for Effective Hair Inpainting
Methods for Improving the Image Quality of Dermoscopic Images",
BOOKTITLE = ISIC22,
YEAR = "2022",
PAGES = "167-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260913"}
@inproceedings{bb266133,
AUTHOR = "Du, S. and Hers, B. and Bayasi, N. and Hamarneh, G. and Garbi, R.",
TITLE = "Fairdisco: Fairer AI in Dermatology via Disentanglement Contrastive
Learning",
BOOKTITLE = ISIC22,
YEAR = "2022",
PAGES = "185-202",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260914"}
@inproceedings{bb266134,
AUTHOR = "Li, L.F. and Qi, X.Y. and Wang, X. and Hu, W.J. and Du, Y.X. and Li, B.S.",
TITLE = "WAMF: A Weighted Adaptive Multi-convolution Fusion Scheme for
Dermoscopic Image Recognition",
BOOKTITLE = ICIVC22,
YEAR = "2022",
PAGES = "561-572",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260915"}
@inproceedings{bb266135,
AUTHOR = "del Amor, R. and Colomer, A. and Morales, S. and Pulgarin Ospina, C. and Terradez, L. and Aneiros Fernandez, J. and Naranjo, V.",
TITLE = "A Self-Contrastive Learning Framework for Skin Cancer Detection Using
Histological Images",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2291-2295",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260916"}
@inproceedings{bb266136,
AUTHOR = "Goceri, E.",
TITLE = "Impact of Deep Learning and Smartphone Technologies in Dermatology:
Automated Diagnosis",
BOOKTITLE = IPTA20,
YEAR = "2020",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260917"}
@inproceedings{bb266137,
AUTHOR = "Casado Garcia, A. and Agirresarobe, A. and Miranda Apodaca, J. and Heras, J. and Perez Lopez, U.",
TITLE = "Deep Detection Models for Measuring Epidermal Bladder Cells",
BOOKTITLE = IbPRIA22,
YEAR = "2022",
PAGES = "131-142",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260918"}
@inproceedings{bb266138,
AUTHOR = "Alves, B. and Barata, C. and Marques, J.S.",
TITLE = "Diagnosis of Skin Cancer Using Hierarchical Neural Networks and
Metadata",
BOOKTITLE = IbPRIA22,
YEAR = "2022",
PAGES = "69-80",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260919"}
@inproceedings{bb266139,
AUTHOR = "Nau, M.A. and Schiffers, F. and Li, Y.H. and Xu, B.J. and Maier, A. and Tumblin, J. and Walton, M. and Katsaggelos, A.K. and Willomitzer, F. and Cossairt, O.",
TITLE = "Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and
Documentation",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2918-2922",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260920"}
@inproceedings{bb266140,
AUTHOR = "Alche, M.N. and Acevedo, D. and Mejail, M.",
TITLE = "EfficientARL: improving skin cancer diagnoses by combining
lightweight attention on EfficientNet",
BOOKTITLE = CVAMD21,
YEAR = "2021",
PAGES = "3347-3353",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260921"}
@inproceedings{bb266141,
AUTHOR = "Rao, A. and Park, J. and Woo, S. and Lee, J.Y. and Aalami, O.",
TITLE = "Studying the Effects of Self-Attention for Medical Image Analysis",
BOOKTITLE = CVAMD21,
YEAR = "2021",
PAGES = "3409-3418",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260922"}
@inproceedings{bb266142,
AUTHOR = "Sankarapandian, S. and Kohn, S. and Spurrier, V. and Grullon, S. and Soans, R.E. and Ayyagari, K.D. and Chamarthi, R.V. and Motaparthi, K. and Lee, J.B. and Shon, W.W. and Bonham, M. and Ianni, J.D.",
TITLE = "A Pathology Deep Learning System Capable of Triage of Melanoma
Specimens Utilizing Dermatopathologist Consensus as Ground Truth *",
BOOKTITLE = CDPath21,
YEAR = "2021",
PAGES = "629-638",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260923"}
@inproceedings{bb266143,
AUTHOR = "Stieler, F. and Rabe, F. and Bauer, B.",
TITLE = "Towards Domain-Specific Explainable AI: Model Interpretation of a
Skin Image Classifier using a Human Approach",
BOOKTITLE = ISIC21,
YEAR = "2021",
PAGES = "1802-1809",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260924"}
@inproceedings{bb266144,
AUTHOR = "Frasca, M. and Nappi, M. and Risi, M. and Tortora, G. and Citarella, A.A.",
TITLE = "A Comparison of Neural Network Approaches for Melanoma Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2110-2117",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260925"}
@inproceedings{bb266145,
AUTHOR = "Xue, X. and Kamata, S.I. and Luo, D.M.",
TITLE = "Skin Lesion Classification Using Weakly-supervised Fine-grained
Method",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9083-9090",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260926"}
@inproceedings{bb266146,
AUTHOR = "Mahbod, A. and Schaefer, G. and Wang, C.L. and Ecker, R. and Dorffner, G. and Ellinger, I.",
TITLE = "Investigating and Exploiting Image Resolution for Transfer
Learning-based Skin Lesion Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "4047-4053",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260927"}
@inproceedings{bb266147,
AUTHOR = "Gupta, K. and Jaiprasad and Krishnan, M. and Narayanan, A. and Narayan, N.S.",
TITLE = "Dual Stream Network with Selective Optimization for Skin Disease
Recognition in Consumer Grade Images",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "5262-5269",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260928"}
@inproceedings{bb266148,
AUTHOR = "Grove, R. and Green, R.",
TITLE = "Melanoma and Nevi Classification using Convolution Neural Networks",
BOOKTITLE = IVCNZ20,
YEAR = "2020",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260929"}
@inproceedings{bb266149,
AUTHOR = "Sabri, M.A. and Filali, Y. and El Khoukhi, H. and Aarab, A.",
TITLE = "Skin Cancer Diagnosis Using an Improved Ensemble Machine Learning
model",
BOOKTITLE = ISCV20,
YEAR = "2020",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260930"}
@inproceedings{bb266150,
AUTHOR = "Bakkouri, I. and Afdel, K.",
TITLE = "Dermonet: A Computer-aided Diagnosis System for Dermoscopic Disease
Recognition",
BOOKTITLE = ICISP20,
YEAR = "2020",
PAGES = "170-177",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260931"}
@inproceedings{bb266151,
AUTHOR = "Bagchi, S. and Banerjee, A. and Bathula, D.R.",
TITLE = "Learning A Meta-Ensemble Technique For Skin Lesion Classification And
Novel Class Detection",
BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3221-3228",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260932"}
@inproceedings{bb266152,
AUTHOR = "Coppola, D. and Lee, H.K. and Guan, C.",
TITLE = "Interpreting mechanisms of prediction for skin cancer diagnosis using
multi-task learning",
BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3162-3171",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260933"}
@inproceedings{bb266153,
AUTHOR = "Singh, N. and Lee, K. and Coz, D. and Angermueller, C. and Huang, S. and Loh, A. and Liu, Y.",
TITLE = "Agreement Between Saliency Maps and Human-Labeled Regions of
Interest: Applications to Skin Disease Classification",
BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3172-3181",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260934"}
@inproceedings{bb266154,
AUTHOR = "Pacheco, A.G.C. and Sastry, C.S. and Trappenberg, T. and Oore, S. and Krohling, R.A.",
TITLE = "On Out-of-Distribution Detection Algorithms with Deep Neural Skin
Cancer Classifiers",
BOOKTITLE = ISIC20,
YEAR = "2020",
PAGES = "3152-3161",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260935"}
@inproceedings{bb266155,
AUTHOR = "Adegun, A. and Viriri, S.",
TITLE = "Deep Convolutional Network-based Framework for Melanoma Lesion
Detection and Segmentation",
BOOKTITLE = ACIVS20,
YEAR = "2020",
PAGES = "51-62",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260936"}
@inproceedings{bb266156,
AUTHOR = "Dogvanich, A. and Mamaev, N. and Krylov, A. and Makhneva, N.",
TITLE = "Dermatological Image Denoising Using Adaptive Henlm Method",
BOOKTITLE = PTVSBB19,
YEAR = "2019",
PAGES = "47-52",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260937"}
@inproceedings{bb266157,
AUTHOR = "Peng, J. and Gao, R. and Nguyen, L. and Liang, Y. and Thng, S. and Lin, Z.",
TITLE = "Classification of Non-Tumorous Facial Pigmentation Disorders Using
Improved Smote and Transfer Learning",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "220-224",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260938"}
@inproceedings{bb266158,
AUTHOR = "Neher, H. and Arlette, J. and Wong, A.",
TITLE = "Discovery Radiomics for Detection of Severely Atypical Melanocytic
Lesions (SAML) from Skin Imaging via Deep Residual Group Convolutional
Radiomic Sequencer",
BOOKTITLE = ICIAR19,
YEAR = "2019",
PAGES = "II:307-315",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260939"}
@inproceedings{bb266159,
AUTHOR = "Salih, O. and Viriri, S.",
TITLE = "Skin Cancer Segmentation Using a Unified Markov Random Field",
BOOKTITLE = ISVC18,
YEAR = "2018",
PAGES = "25-33",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260940"}
@inproceedings{bb266160,
AUTHOR = "Elmogy, M. and Garcia Zapirain, B. and Elmaghraby, A.S. and Ei Baz, A.",
TITLE = "An Automated Classification Framework for Pressure Ulcer Tissues
Based on 3D Convolutional Neural Network",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "2356-2361",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260941"}
@inproceedings{bb266161,
AUTHOR = "Elmogy, M. and Garcia Zapirain, B. and Burns, C. and Elmaghraby, A.S. and Ei Baz, A.",
TITLE = "Tissues Classification for Pressure Ulcer Images Based on 3D
Convolutional Neural Network",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "3139-3143",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260942"}
@inproceedings{bb266162,
AUTHOR = "Coronado, R. and Ocsa, A. and Quispe, O.",
TITLE = "Non-dermatoscopic Image Analysis for the Recognition of Malignant Skin
Diseases with Convolutional Neural Network and Autoencoders",
BOOKTITLE = CIARP17,
YEAR = "2017",
PAGES = "160-167",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260943"}
@inproceedings{bb266163,
AUTHOR = "Gu, Y. and Zhou, J. and Qian, B.",
TITLE = "Melanoma Detection Based on Mahalanobis Distance Learning and
Constrained Graph Regularized Nonnegative Matrix Factorization",
BOOKTITLE = WACV17,
YEAR = "2017",
PAGES = "797-805",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260944"}
@inproceedings{bb266164,
AUTHOR = "Barata, C. and Figueiredo, M.A.T. and Celebi, M.E. and Marques, J.S.",
TITLE = "Local Features Applied to Dermoscopy Images:
Bag-of-Features versus Sparse Coding",
BOOKTITLE = IbPRIA17,
YEAR = "2017",
PAGES = "528-536",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260945"}
@inproceedings{bb266165,
AUTHOR = "Alarifi, J.S. and Goyal, M. and Davison, A.K. and Dancey, D. and Khan, R. and Yap, M.H.",
TITLE = "Facial Skin Classification Using Convolutional Neural Networks",
BOOKTITLE = ICIAR17,
YEAR = "2017",
PAGES = "479-485",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260946"}
@inproceedings{bb266166,
AUTHOR = "Cho, D.S. and Khalvati, F. and Clausi, D.A. and Wong, A.",
TITLE = "A Machine Learning-Driven Approach to Computational Physiological
Modeling of Skin Cancer",
BOOKTITLE = ICIAR17,
YEAR = "2017",
PAGES = "79-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260947"}
@inproceedings{bb266167,
AUTHOR = "Yao, T.T. and Wang, Z.Y. and Xie, Z. and Gao, J. and Feng, D.D.",
TITLE = "A Multiview Joint Sparse Representation with Discriminative
Dictionary for Melanoma Detection",
BOOKTITLE = DICTA16,
YEAR = "2016",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260948"}
@inproceedings{bb266168,
AUTHOR = "Bernart, E. and Scharcanski, J. and Bampi, S.",
TITLE = "Segmentation and classification of melanocytic skin lesions using
local and contextual features",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "2633-2637",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260949"}
@inproceedings{bb266169,
AUTHOR = "Mete, M. and Sirakov, N.M. and Griffin, J. and Menter, A.",
TITLE = "A novel classification system for dysplastic nevus and malignant
melanoma",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "3414-3418",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260950"}
@inproceedings{bb266170,
AUTHOR = "Majtner, T. and Yildirim Yayilgan, S. and Hardeberg, J.Y.",
TITLE = "Efficient Melanoma Detection Using Texture-Based RSurf Features",
BOOKTITLE = ICIAR16,
YEAR = "2016",
PAGES = "30-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260951"}
@inproceedings{bb266171,
AUTHOR = "Akaho, R. and Hirose, M. and Tsumura, N.",
TITLE = "Nonlinear Estimation of Chromophore Concentrations and Shading from
Hyperspectral Images",
BOOKTITLE = ICISP16,
YEAR = "2016",
PAGES = "101-108",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260952"}
@inproceedings{bb266172,
AUTHOR = "Afifi, S. and Gholam Hosseini, H. and Sinha, R.",
TITLE = "Hardware Acceleration of SVM-Based Classifier for Melanoma Images",
BOOKTITLE = MCBMIIA15,
YEAR = "2015",
PAGES = "235-245",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260953"}
@inproceedings{bb266173,
AUTHOR = "Saleh, F.S. and Azmi, R.",
TITLE = "Automated lesion border detection of dermoscopy images using spectral
clustering",
BOOKTITLE = IPRIA15,
YEAR = "2015",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260954"}
@inproceedings{bb266174,
AUTHOR = "Hames, S.C. and Ardigo, M. and Soyer, H.P. and Bradley, A.P. and Prow, T.W.",
TITLE = "Anatomical Skin Segmentation in Reflectance Confocal Microscopy with
Weak Labels",
BOOKTITLE = DICTA15,
YEAR = "2015",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260955"}
@inproceedings{bb266175,
AUTHOR = "Madooei, A. and Drew, M.S.",
TITLE = "Detecting specular highlights in dermatological images",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "4357-4360",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260956"}
@inproceedings{bb266176,
AUTHOR = "Codella, N. and Cai, J.J. and Abedini, M. and Garnavi, R. and Halpern, A. and Smith, J.R.",
TITLE = "Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in
Dermoscopy Images",
BOOKTITLE = MLMI15,
YEAR = "2015",
PAGES = "118-126",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260957"}
@inproceedings{bb266177,
AUTHOR = "Kechichian, R. and Gong, H. and Revenu, M. and Lezoray, O. and Desvignes, M.",
TITLE = "New data model for graph-cut segmentation:
Application to automatic melanoma delineation",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "892-896",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260958"}
@inproceedings{bb266178,
AUTHOR = "Mete, M. and Sirakov, N.M.",
TITLE = "Optimal set of features for accurate skin cancer diagnosis",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "2256-2260",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260959"}
@inproceedings{bb266179,
AUTHOR = "Kropidlowski, K. and Kociolek, M. and Strzelecki, M. and Czubinski, D.",
TITLE = "Model Based Approach for Melanoma Segmentation",
BOOKTITLE = ICCVG14,
YEAR = "2014",
PAGES = "347-355",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260960"}
@inproceedings{bb266180,
AUTHOR = "Liu, Z. and Zerubia, J.B.",
TITLE = "Melanin and Hemoglobin Identification for Skin Disease Analysis",
BOOKTITLE = ACPR13,
YEAR = "2013",
PAGES = "145-149",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260961"}
@inproceedings{bb266181,
AUTHOR = "Abuzaghleh, O. and Barkana, B.D. and Faezipour, M.",
TITLE = "SKINcure: A real time image analysis system to aid in the malignant
melanoma prevention and early detection",
BOOKTITLE = Southwest14,
YEAR = "2014",
PAGES = "85-88",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260962"}
@inproceedings{bb266182,
AUTHOR = "Hirose, M. and Toyota, S. and Tatsuzawa, Y. and Tsumura, N.",
TITLE = "Evaluating Visibility of Age Spot and Freckle Based on Simulated
Spectral Reflectance of Skin",
BOOKTITLE = ICISP14,
YEAR = "2014",
PAGES = "9-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260963"}
@inproceedings{bb266183,
AUTHOR = "Vasconcelos, M.J.M. and Rosado, L.",
TITLE = "No-reference Blur Assessment of Dermatological Images Acquired via
Mobile Devices",
BOOKTITLE = ICISP14,
YEAR = "2014",
PAGES = "350-357",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260964"}
@inproceedings{bb266184,
AUTHOR = "Seck, A. and Dee, H. and Tiddeman, B.",
TITLE = "3D Facial Skin Texture Analysis Using Geometric Descriptors",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "1126-1131",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260965"}
@inproceedings{bb266185,
AUTHOR = "Seck, A. and Dee, H. and Tiddeman, B.",
TITLE = "Local Orientation Patterns for 3D Surface Texture Analysis of Normal
Maps: Application to Facial Skin Condition Classification",
BOOKTITLE = ISVC13,
YEAR = "2013",
PAGES = "I:572-581",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260966"}
@inproceedings{bb266186,
AUTHOR = "Barata, C. and Celebi, M.E. and Marques, J.S.",
TITLE = "Color Detection in Dermoscopy Images Based on Scarce Annotations",
BOOKTITLE = IbPRIA15,
YEAR = "2015",
PAGES = "309-316",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260967"}
@inproceedings{bb266187,
AUTHOR = "Ruela, M. and Barata, C. and Marques, J.S.",
TITLE = "What Is the Role of Color Symmetry in the Detection of Melanomas?",
BOOKTITLE = ISVC13,
YEAR = "2013",
PAGES = "I:1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260968"}
@inproceedings{bb266188,
AUTHOR = "Ruela, M. and Barata, C. and Mendonca, T. and Marques, J.S.",
TITLE = "What Is the Role of Color in Dermoscopy Analysis?",
BOOKTITLE = IbPRIA13,
YEAR = "2013",
PAGES = "819-826",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260969"}
@inproceedings{bb266189,
AUTHOR = "Ferreira, P.M. and Mendonca, T. and Rocha, P.",
TITLE = "A Wide Spread of Algorithms for Automatic Segmentation of Dermoscopic
Images",
BOOKTITLE = IbPRIA13,
YEAR = "2013",
PAGES = "592-599",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260970"}
@inproceedings{bb266190,
AUTHOR = "Barata, C. and Marques, J.S. and Mendonca, T.",
TITLE = "Bag-of-Features Classification Model for the Diagnose of Melanoma in
Dermoscopy Images Using Color and Texture Descriptors",
BOOKTITLE = ICIAR13,
YEAR = "2013",
PAGES = "547-555",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260971"}
@inproceedings{bb266191,
AUTHOR = "Barata, C. and Marques, J.S. and Rozeira, J.",
TITLE = "Evaluation of Color Based Keypoints and Features for the Classification
of Melanomas Using the Bag-of-Features Model",
BOOKTITLE = ISVC13,
YEAR = "2013",
PAGES = "I:40-49",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260972"}
@inproceedings{bb266192,
AUTHOR = "Barata, C. and Marques, J.S. and Rozeira, J.",
TITLE = "The Role of Keypoint Sampling on the Classification of Melanomas in
Dermoscopy Images Using Bag-of-Features",
BOOKTITLE = IbPRIA13,
YEAR = "2013",
PAGES = "715-723",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260973"}
@inproceedings{bb266193,
AUTHOR = "Mete, M. and Ou, Y.L. and Sirakov, N.M.",
TITLE = "Skin Lesion Feature Vector Space with a Metric to Model Geometric
Structures of Malignancy for Classification",
BOOKTITLE = IWCIA12,
YEAR = "2012",
PAGES = "285-297",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260974"}
@inproceedings{bb266194,
AUTHOR = "Gong, H. and Desvignes, M.",
TITLE = "Hemoglobin and Melanin Quantification on Skin Images",
BOOKTITLE = ICIAR12,
YEAR = "2012",
PAGES = "II: 198-205",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260975"}
@inproceedings{bb266195,
AUTHOR = "Garnavi, R. and Aldeen, M. and Bailey, J.",
TITLE = "Classification of Melanoma Lesions Using Wavelet-Based Texture Analysis",
BOOKTITLE = DICTA10,
YEAR = "2010",
PAGES = "75-81",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260976"}
@inproceedings{bb266196,
AUTHOR = "Ali, M. and Hadj, B.",
TITLE = "Segmentation of oct skin images by classification of speckle
statistical parameters",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "613-616",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260977"}
@inproceedings{bb266197,
AUTHOR = "Prigent, S. and Descombes, X. and Zugaj, D. and Petit, L. and Zerubia, J.B.",
TITLE = "Multi-scale analysis of skin hyper-pigmentation evolution",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "626-629",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260978"}
@inproceedings{bb266198,
AUTHOR = "Prigent, S. and Descombes, X. and Zugaj, D. and Martel, P. and Zerubia, J.B.",
TITLE = "Multi-spectral image analysis for skin pigmentation classification",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "3641-3644",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260979"}
@inproceedings{bb266199,
AUTHOR = "Lu, J. and Manton, J.H. and Kazmierczak, E. and Sinclair, R.",
TITLE = "Erythema detection in digital skin images",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "2545-2548",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT260980"}
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