@article{bb244700, AUTHOR = "Schwarz, M. and Soliman, D. and Omar, M. and Buehler, A. and Ovsepian, S.V. and Aguirre, J. and Ntziachristos, V.", TITLE = "Optoacoustic Dermoscopy of the Human Skin: Tuning Excitation Energy for Optimal Detection Bandwidth With Fast and Deep Imaging in vivo", JOURNAL = MedImg, VOLUME = "36", YEAR = "2017", NUMBER = "6", MONTH = "June", PAGES = "1287-1296", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239591"} @article{bb244701, AUTHOR = "Bae, J.S. and Lee, S.H. and Choi, K.S. and Kim, J.O.", TITLE = "Robust skin-roughness estimation based on co-occurrence matrix", JOURNAL = JVCIR, VOLUME = "46", YEAR = "2017", NUMBER = "1", PAGES = "13-22", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239592"} @article{bb244702, AUTHOR = "Sadri, A.R. and Azarianpour, S. and Zekri, M. and Celebi, M.E. and Sadri, S.", TITLE = "WN-based approach to melanoma diagnosis from dermoscopy images", JOURNAL = IET-IPR, VOLUME = "11", YEAR = "2017", NUMBER = "7", MONTH = "July", PAGES = "475-482", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239593"} @article{bb244703, AUTHOR = "Yuan, Y. and Chao, M. and Lo, Y.C.", TITLE = "Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks With Jaccard Distance", JOURNAL = MedImg, VOLUME = "36", YEAR = "2017", NUMBER = "9", MONTH = "September", PAGES = "1876-1886", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239594"} @article{bb244704, AUTHOR = "Adjed, F. and Gardezi, S.J.S. and Ababsa, F. and Faye, I. and Dass, S.C.", TITLE = "Fusion of structural and textural features for melanoma recognition", JOURNAL = IET-CV, VOLUME = "12", YEAR = "2018", NUMBER = "2", MONTH = "March", PAGES = "185-195", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239595"} @article{bb244705, AUTHOR = "Bi, L. and Kim, J.M. and Ahn, E. and Kumar, A. and Feng, D.D. and Fulham, M.", TITLE = "Step-wise integration of deep class-specific learning for dermoscopic image segmentation", JOURNAL = PR, VOLUME = "85", YEAR = "2019", PAGES = "78-89", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239596"} @article{bb244706, AUTHOR = "Ahn, E. and Kumar, A. and Fulham, M. and Feng, D.D. and Kim, J.M.", TITLE = "Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation", JOURNAL = MedImg, VOLUME = "39", YEAR = "2020", NUMBER = "7", MONTH = "July", PAGES = "2385-2394", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239597"} @article{bb244707, AUTHOR = "Do, T. and Hoang, T. and Pomponiu, V. and Zhou, Y. and Chen, Z. and Cheung, N. and Koh, D. and Tan, A. and Tan, S.", TITLE = "Accessible Melanoma Detection Using Smartphones and Mobile Image Analysis", JOURNAL = MultMed, VOLUME = "20", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "2849-2864", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239598"} @article{bb244708, AUTHOR = "Xia, Y. and Zhang, L. and Meng, L. and Yan, Y. and Nie, L. and Li, X.", TITLE = "Exploring Web Images to Enhance Skin Disease Analysis Under A Computer Vision Framework", JOURNAL = Cyber, VOLUME = "48", YEAR = "2018", NUMBER = "11", MONTH = "November", PAGES = "3080-3091", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239599"} @article{bb244709, AUTHOR = "Sultana, N.N. and Mandal, B. and Puhan, N.B.", TITLE = "Deep residual network with regularised fisher framework for detection of melanoma", JOURNAL = IET-CV, VOLUME = "12", YEAR = "2018", NUMBER = "8", MONTH = "December", PAGES = "1096-1104", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239600"} @article{bb244710, AUTHOR = "Nguyen, K.L. and Delachartre, P. and Berthier, M.", TITLE = "Multi-Grid Phase Field Skin Tumor Segmentation in 3D Ultrasound Images", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "8", MONTH = "August", PAGES = "3678-3687", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239601"} @article{bb244711, AUTHOR = "Zhang, J. and Xie, Y. and Xia, Y. and Shen, C.", TITLE = "Attention Residual Learning for Skin Lesion Classification", JOURNAL = MedImg, VOLUME = "38", YEAR = "2019", NUMBER = "9", MONTH = "September", PAGES = "2092-2103", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239602"} @article{bb244712, AUTHOR = "Mirbeik Sabzevari, A. and Oppelaar, E. and Ashinoff, R. and Tavassolian, N.", TITLE = "High-Contrast, Low-Cost, 3-D Visualization of Skin Cancer Using Ultra-High-Resolution Millimeter-Wave Imaging", JOURNAL = MedImg, VOLUME = "38", YEAR = "2019", NUMBER = "9", MONTH = "September", PAGES = "2188-2197", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239603"} @article{bb244713, AUTHOR = "Sarkar, R. and Chatterjee, C.C. and Hazra, A.", TITLE = "Diagnosis of melanoma from dermoscopic images using a deep depthwise separable residual convolutional network", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "12", MONTH = "October", PAGES = "2130-2142", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239604"} @article{bb244714, AUTHOR = "Khan, M.A. and Sharif, M. and Akram, T. and Bukhari, S.A.C. and Nayak, R.S.", TITLE = "Developed Newton-Raphson based deep features selection framework for skin lesion recognition", JOURNAL = PRL, VOLUME = "129", YEAR = "2020", PAGES = "293-303", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239605"} @article{bb244715, AUTHOR = "Wang, X. and Jiang, X. and Ding, H. and Liu, J.", TITLE = "Bi-Directional Dermoscopic Feature Learning and Multi-Scale Consistent Decision Fusion for Skin Lesion Segmentation", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "3039-3051", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239606"} @article{bb244716, AUTHOR = "Amin, J. and Sharif, A. and Gul, N. and Anjum, M.A. and Nisar, M.W. and Azam, F. and Bukhari, S.A.C.", TITLE = "Integrated design of deep features fusion for localization and classification of skin cancer", JOURNAL = PRL, VOLUME = "131", YEAR = "2020", PAGES = "63-70", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239607"} @article{bb244717, AUTHOR = "Jayapriya, K. and Jacob, I.J.", TITLE = "Hybrid fully convolutional networks-based skin lesion segmentation and melanoma detection using deep feature", JOURNAL = IJIST, VOLUME = "30", YEAR = "2020", NUMBER = "2", PAGES = "348-357", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239608"} @article{bb244718, AUTHOR = "Zhou, W. and Chen, Z. and Zhou, Q. and Xing, D.", TITLE = "Optical Biopsy of Melanoma and Basal Cell Carcinoma Progression by Noncontact Photoacoustic and Optical Coherence Tomography: In Vivo Multi-Parametric Characterizing Tumor Microenvironment", JOURNAL = MedImg, VOLUME = "39", YEAR = "2020", NUMBER = "6", MONTH = "June", PAGES = "1967-1974", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239609"} @article{bb244719, AUTHOR = "Phan, T.B. and Trinh, D.H. and Wolf, D. and Daul, C.", TITLE = "Optical flow-based structure-from-motion for the reconstruction of epithelial surfaces", JOURNAL = PR, VOLUME = "105", YEAR = "2020", PAGES = "107391", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239610"} @article{bb244720, AUTHOR = "Xiao, F. and Wu, Q.", TITLE = "Visual saliency based global-local feature representation for skin cancer classification", JOURNAL = IET-IPR, VOLUME = "14", YEAR = "2020", NUMBER = "10", MONTH = "August", PAGES = "2140-2148", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239611"} @article{bb244721, AUTHOR = "Bi, L. and Feng, D.D. and Fulham, M. and Kim, J.M.", TITLE = "Multi-Label classification of multi-modality skin lesion via hyper-connected convolutional neural network", JOURNAL = PR, VOLUME = "107", YEAR = "2020", PAGES = "107502", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239612"} @article{bb244722, AUTHOR = "Fu, X.H. and Bi, L. and Kumar, A. and Fulham, M. and Kim, J.M.", TITLE = "Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images", JOURNAL = MedImg, VOLUME = "41", YEAR = "2022", NUMBER = "11", MONTH = "November", PAGES = "3266-3277", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239613"} @article{bb244723, AUTHOR = "Divya, D. and Ganeshbabu, T.R.", TITLE = "Fitness adaptive deer hunting-based region growing and recurrent neural network for melanoma skin cancer detection", JOURNAL = IJIST, VOLUME = "30", YEAR = "2020", NUMBER = "3", PAGES = "731-752", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239614"} @article{bb244724, AUTHOR = "Kalra, M. and Bouguila, N. and Fan, W.T.", TITLE = "Online variational learning of finite inverted Beta-Liouville mixture model for biomedical analysis", JOURNAL = IJIST, VOLUME = "30", YEAR = "2020", NUMBER = "3", PAGES = "794-814", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239615"} @article{bb244725, AUTHOR = "Genina, E.A. and Surkov, Y.I. and Serebryakova, I.A. and Bashkatov, A.N. and Tuchin, V.V. and Zharov, V.P.", TITLE = "Rapid Ultrasound Optical Clearing of Human Light and Dark Skin", JOURNAL = MedImg, VOLUME = "39", YEAR = "2020", NUMBER = "10", MONTH = "October", PAGES = "3198-3206", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239616"} @article{bb244726, AUTHOR = "Wang, Q. and Sun, L. and Wang, Y. and Zhou, M. and Hu, M. and Chen, J. and Wen, Y. and Li, Q.", TITLE = "Identification of Melanoma From Hyperspectral Pathology Image Using 3D Convolutional Networks", JOURNAL = MedImg, VOLUME = "40", YEAR = "2021", NUMBER = "1", MONTH = "January", PAGES = "218-227", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239617"} @article{bb244727, AUTHOR = "Khan, M.A. and Akram, T. and Zhang, Y.D. and Sharif, M.", TITLE = "Attributes based skin lesion detection and recognition: A mask RCNN and transfer learning-based deep learning framework", JOURNAL = PRL, VOLUME = "143", YEAR = "2021", PAGES = "58-66", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239618"} @article{bb244728, AUTHOR = "Jiji, G.W. and Rajesh, A. and Raj, P.J.D.", TITLE = "CBI + R: A Fusion Approach to Assist Dermatological Diagnoses", JOURNAL = IJIG, VOLUME = "21", YEAR = "2021", NUMBER = "1 2021", PAGES = "2150005", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239619"} @article{bb244729, AUTHOR = "Zhang, B. and Wang, Z. and Gao, J. and Rutjes, C. and Nufer, K. and Tao, D. and Feng, D.D. and Menzies, S.W.", TITLE = "Short-Term Lesion Change Detection for Melanoma Screening With Novel Siamese Neural Network", JOURNAL = MedImg, VOLUME = "40", YEAR = "2021", NUMBER = "3", MONTH = "March", PAGES = "840-851", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239620"} @article{bb244730, AUTHOR = "Mishra, S. and Chaudhury, S. and Imaizumi, H. and Yamasaki, T.", TITLE = "Robustness of Deep Learning Models in Dermatological Evaluation: A Critical Assessment", JOURNAL = IEICE, VOLUME = "E104-D", YEAR = "2021", NUMBER = "3", MONTH = "March", PAGES = "419-429", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239621"} @article{bb244731, AUTHOR = "Majji, R. and Prakash, P.G.O. and Cristin, R. and Parthasarathy, G.", TITLE = "Social bat optimisation dependent deep stacked auto-encoder for skin cancer detection", JOURNAL = IET-IPR, VOLUME = "14", YEAR = "2020", NUMBER = "16", MONTH = "December", PAGES = "4122-4131", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239622"} @article{bb244732, AUTHOR = "Dremin, V. and Marcinkevics, Z. and Zherebtsov, E. and Popov, A. and Grabovskis, A. and Kronberga, H. and Geldnere, K. and Doronin, A. and Meglinski, I. and Bykov, A.", TITLE = "Skin Complications of Diabetes Mellitus Revealed by Polarized Hyperspectral Imaging and Machine Learning", JOURNAL = MedImg, VOLUME = "40", YEAR = "2021", NUMBER = "4", MONTH = "April", PAGES = "1207-1216", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239623"} @article{bb244733, AUTHOR = "Thiyaneswaran, B. and Anguraj, K. and Kumarganesh, S. and Thangaraj, K.", TITLE = "Early detection of melanoma images using gray level co-occurrence matrix features and machine learning techniques for effective clinical diagnosis", JOURNAL = IJIST, VOLUME = "31", YEAR = "2021", NUMBER = "2", PAGES = "682-694", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239624"} @article{bb244734, AUTHOR = "Alizadeh, S.M. and Mahloojifar, A.", TITLE = "Automatic skin cancer detection in dermoscopy images by combining convolutional neural networks and texture features", JOURNAL = IJIST, VOLUME = "31", YEAR = "2021", NUMBER = "2", PAGES = "695-707", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239625"} @article{bb244735, AUTHOR = "Gautam, A. and Raman, B.", TITLE = "Towards accurate classification of skin cancer from dermatology images", JOURNAL = IET-IPR, VOLUME = "15", YEAR = "2021", NUMBER = "9", PAGES = "1971-1986", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239626"} @article{bb244736, AUTHOR = "Ashour, A.S. and Wahba, M.A. and Alaa, E.E. and Guo, Y.H. and Hawas, A.R.", TITLE = "A novel diagnostic map for computer-aided diagnosis of skin cancer", JOURNAL = IET-IPR, VOLUME = "15", YEAR = "2021", NUMBER = "4", PAGES = "897-907", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239627"} @article{bb244737, AUTHOR = "Durgarao, N. and Sudhavani, G.", TITLE = "Diagnosing skin cancer via C-means segmentation with enhanced fuzzy optimization", JOURNAL = IET-IPR, VOLUME = "15", YEAR = "2021", NUMBER = "10", PAGES = "2266-2280", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239628"} @article{bb244738, AUTHOR = "Pollastri, F. and Parreno, M. and Maronas, J. and Bolelli, F. and Paredes, R. and Ramos, D. and Grana, C.", TITLE = "A deep analysis on high-resolution dermoscopic image classification", JOURNAL = IET-CV, VOLUME = "15", YEAR = "2021", NUMBER = "7", PAGES = "514-526", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239629"} @article{bb244739, AUTHOR = "Ding, B.J. and Wang, H.X. and Chen, P. and Zhang, Y.L. and Liang, R.H. and Liu, Y.P.", TITLE = "Subcutaneous sweat pore estimation from optical coherence tomography", JOURNAL = IET-IPR, VOLUME = "15", YEAR = "2021", NUMBER = "13", PAGES = "3267-3280", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239630"} @article{bb244740, AUTHOR = "Zhu, W. and Li, W.B. and Liao, H. and Luo, J.B.", TITLE = "Temperature network for few-shot learning with distribution-aware large-margin metric", JOURNAL = PR, VOLUME = "112", YEAR = "2021", PAGES = "107797", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239631"} @article{bb244741, AUTHOR = "Thepade, S.D. and Ramnani, G. and Mandhare, S.", TITLE = "Melanoma skin cancer identification with amalgamated TSBTC and BTC colour features using ensemble of machine learning algorithms", JOURNAL = IJCVR, VOLUME = "11", YEAR = "2021", NUMBER = "6", PAGES = "616-639", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239632"} @article{bb244742, AUTHOR = "Choudhary, P. and Singhai, J. and Yadav, J.S.", TITLE = "Curvelet and fast marching method-based technique for efficient artifact detection and removal in dermoscopic images", JOURNAL = IJIST, VOLUME = "31", YEAR = "2021", NUMBER = "4", PAGES = "2334-2345", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239633"} @article{bb244743, AUTHOR = "Sharma, M. and Jain, B. and Kargeti, C. and Gupta, V. and Gupta, D.", TITLE = "Detection and Diagnosis of Skin Diseases Using Residual Neural Networks (RESNET)", JOURNAL = IJIG, VOLUME = "21", YEAR = "2021", NUMBER = "5 2021", PAGES = "2140002", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239634"} @article{bb244744, AUTHOR = "Rajput, G. and Agrawal, S. and Raut, G. and Vishvakarma, S.K.", TITLE = "An accurate and noninvasive skin cancer screening based on imaging technique", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "1", PAGES = "354-368", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239635"} @article{bb244745, AUTHOR = "Yu, Z. and Nguyen, J. and Nguyen, T.D. and Kelly, J. and Mclean, C. and Bonnington, P. and Zhang, L. and Mar, V. and Ge, Z.Y.", TITLE = "Early Melanoma Diagnosis With Sequential Dermoscopic Images", JOURNAL = MedImg, VOLUME = "41", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "633-646", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239636"} @article{bb244746, AUTHOR = "Boulahia, S.Y. and Benatia, M.A. and Bouzar, A.", TITLE = "Att2ResNet: A deep attention-based approach for melanoma skin cancer classification", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "2", PAGES = "476-489", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239637"} @article{bb244747, AUTHOR = "Jiao, X.F. and Li, J. and Zhao, Z.L. and Badami, B.", TITLE = "An all-inclusive computer-aided melanoma diagnosis based on soft computing", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "4", PAGES = "1294-1306", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239638"} @inproceedings{bb244748, AUTHOR = "Filali, Y. and El Khoukhi, H. and Sabri, M.A. and Aarab, A.", TITLE = "Analysis and Classification of Skin Cancer Based on Deep Learning Approach", BOOKTITLE = ISCV22, YEAR = "2022", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239639"} @article{bb244749, AUTHOR = "Gajera, H.K. and Zaveri, M.A. and Nayak, D.R.", TITLE = "Patch-based local deep feature extraction for automated skin cancer classification", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "5", PAGES = "1774-1788", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239640"} @article{bb244750, AUTHOR = "He, X.Y. and Wang, Y. and Zhao, S. and Chen, X.", TITLE = "Co-Attention Fusion Network for Multimodal Skin Cancer Diagnosis", JOURNAL = PR, VOLUME = "133", YEAR = "2023", PAGES = "108990", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239641"} @article{bb244751, AUTHOR = "Nguyen, H.T. and Luong, H.H. and Phan, P.T. and Nguyen, H.H.D. and Ly, D. and Phan, D.M. and Do, T.T.", TITLE = "HS-UNET-ID: An approach for human skin classification integrating between UNET and improved dense convolutional network", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "6", PAGES = "1832-1845", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239642"} @article{bb244752, AUTHOR = "Nawaz, M. and Nazir, T. and Masood, M. and Ali, F. and Khan, M.A. and Tariq, U. and Sahar, N. and Damasevicius, R.", TITLE = "Melanoma segmentation: A framework of improved DenseNet77 and UNET convolutional neural network", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "6", PAGES = "2137-2153", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239643"} @article{bb244753, AUTHOR = "Hu, L. and Zhang, Y.C. and Chen, K.D. and Mobayen, S.", TITLE = "A computer-aided melanoma detection using deep learning and an improved African vulture optimization algorithm", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "6", PAGES = "2002-2016", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239644"} @article{bb244754, AUTHOR = "Nowara, E. and Mcduff, D. and Sabharwal, A. and Veeraraghavan, A.", TITLE = "Seeing Beneath the Skin with Computational Photography", JOURNAL = CACM, VOLUME = "65", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "90-100", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239645"} @article{bb244755, AUTHOR = "Zhou, H.Y. and Lu, C. and Wang, L.S. and Yu, Y.Z.", TITLE = "GraVIS: Grouping Augmented Views From Independent Sources for Dermatology Analysis", JOURNAL = MedImg, VOLUME = "41", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "3498-3508", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239646"} @article{bb244756, AUTHOR = "Kumar, V.A. and Mishra, V. and Arora, M.", TITLE = "Deep Learning-Based Classification of Malignant and Benign Cells in Dermatoscopic Images via Transfer Learning Approach", JOURNAL = IJIG, VOLUME = "22", YEAR = "2022", NUMBER = "5 2022", PAGES = "2250041", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239647"} @article{bb244757, AUTHOR = "Zhang, D. and Yang, J. and Du, S. and Han, H.C. and Ge, Y.Y. and Zhu, L.F. and Li, C. and Xu, M. and Zheng, N.N.", TITLE = "Coarse-to-fine feature representation based on deformable partition attention for melanoma identification", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109247", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239648"} @article{bb244758, AUTHOR = "Parajuli, M. and Shaban, M. and Phung, T.L.", TITLE = "Automated differentiation of skin melanocytes from keratinocytes in high-resolution histopathology images using a weakly-supervised deep-learning framework", JOURNAL = IJIST, VOLUME = "33", YEAR = "2023", NUMBER = "1", PAGES = "262-275", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239649"} @article{bb244759, AUTHOR = "Ain, Q.U. and Al Sahaf, H. and Xue, B. and Zhang, M.J.", TITLE = "Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming", JOURNAL = Cyber, VOLUME = "53", YEAR = "2023", NUMBER = "5", MONTH = "May", PAGES = "2727-2740", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239650"} @article{bb244760, AUTHOR = "Ding, Q. and Razmjooy, N.", TITLE = "An optimal diagnosis system for melanoma dermoscopy images based on enhanced design of horse herd optimizer", JOURNAL = IJIST, VOLUME = "33", YEAR = "2023", NUMBER = "3", PAGES = "1092-1107", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239651"} @article{bb244761, AUTHOR = "Gayatri, E. and Aarthy, S.L.", TITLE = "Challenges and Imperatives of Deep Learning Approaches for Detection of Melanoma: A Review", JOURNAL = IJIG, VOLUME = "23", YEAR = "2023", NUMBER = "3 2023", PAGES = "2240012", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239652"} @article{bb244762, AUTHOR = "Bian, X.F. and Pan, H.W. and Zhang, K. and Liu, P. and Chen, C.L.", TITLE = "Malignant melanoma dermoscopy image classification method based on multi-modal medical features", JOURNAL = IET-IPR, VOLUME = "17", YEAR = "2023", NUMBER = "9", PAGES = "2611-2627", BIBSOURCE = "http://www.visionbib.com/bibliography/medical899sk.html#TT239653"} @article{bb244763, 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#TT239654"} @article{bb244764, 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#TT239655"} @article{bb244765, 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#TT239656"} @article{bb244766, 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#TT239657"} @article{bb244767, 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#TT239658"} @article{bb244768, 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#TT239659"} @article{bb244769, 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#TT239660"} @inproceedings{bb244770, 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#TT239661"} @inproceedings{bb244771, AUTHOR = "Yan, S.Y. and Yu, Z. and Zhang, X. 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#TT239662"} @inproceedings{bb244772, 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#TT239663"} @inproceedings{bb244773, 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#TT239664"} @inproceedings{bb244774, 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#TT239665"} @inproceedings{bb244775, 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#TT239666"} @inproceedings{bb244776, 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#TT239667"} @inproceedings{bb244777, 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#TT239668"} @inproceedings{bb244778, 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#TT239669"} @inproceedings{bb244779, 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#TT239670"} @inproceedings{bb244780, 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#TT239671"} @inproceedings{bb244781, 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#TT239672"} @inproceedings{bb244782, 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#TT239673"} @inproceedings{bb244783, 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#TT239674"} @inproceedings{bb244784, 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#TT239675"} @inproceedings{bb244785, 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#TT239676"} @inproceedings{bb244786, 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#TT239677"} @inproceedings{bb244787, 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#TT239678"} @inproceedings{bb244788, 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#TT239679"} @inproceedings{bb244789, 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#TT239680"} @inproceedings{bb244790, 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#TT239681"} @inproceedings{bb244791, 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#TT239682"} @inproceedings{bb244792, 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#TT239683"} @inproceedings{bb244793, 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#TT239684"} @inproceedings{bb244794, 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#TT239685"} @inproceedings{bb244795, 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#TT239686"} @inproceedings{bb244796, 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#TT239687"} @inproceedings{bb244797, 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#TT239688"} @inproceedings{bb244798, 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#TT239689"} @inproceedings{bb244799, 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#TT239690"}