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Number Cited by Other Article(s)
1
Lyakhova UA, Lyakhov PA. Systematic review of approaches to detection and classification of skin cancer using artificial intelligence: Development and prospects. Comput Biol Med 2024;178:108742. [PMID: 38875908 DOI: 10.1016/j.compbiomed.2024.108742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 06/03/2024] [Accepted: 06/08/2024] [Indexed: 06/16/2024]
2
Malik FS, Yousaf MH, Sial HA, Viriri S. Exploring dermoscopic structures for melanoma lesions' classification. Front Big Data 2024;7:1366312. [PMID: 38590699 PMCID: PMC10999676 DOI: 10.3389/fdata.2024.1366312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Accepted: 02/26/2024] [Indexed: 04/10/2024]  Open
3
Mirikharaji Z, Abhishek K, Bissoto A, Barata C, Avila S, Valle E, Celebi ME, Hamarneh G. A survey on deep learning for skin lesion segmentation. Med Image Anal 2023;88:102863. [PMID: 37343323 DOI: 10.1016/j.media.2023.102863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 02/01/2023] [Accepted: 05/31/2023] [Indexed: 06/23/2023]
4
Ahmad N, Shah JH, Khan MA, Baili J, Ansari GJ, Tariq U, Kim YJ, Cha JH. A novel framework of multiclass skin lesion recognition from dermoscopic images using deep learning and explainable AI. Front Oncol 2023;13:1151257. [PMID: 37346069 PMCID: PMC10281646 DOI: 10.3389/fonc.2023.1151257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 05/19/2023] [Indexed: 06/23/2023]  Open
5
Kasmi R, Hagerty J, Young R, Lama N, Nepal J, Miinch J, Stoecker W, Stanley RJ. SharpRazor: Automatic removal of hair and ruler marks from dermoscopy images. Skin Res Technol 2023;29:e13203. [PMID: 37113095 PMCID: PMC10234178 DOI: 10.1111/srt.13203] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 05/03/2022] [Indexed: 04/03/2023]
6
Ahmedt-Aristizabal D, Nguyen C, Tychsen-Smith L, Stacey A, Li S, Pathikulangara J, Petersson L, Wang D. Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;232:107451. [PMID: 36893580 DOI: 10.1016/j.cmpb.2023.107451] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 02/23/2023] [Accepted: 02/26/2023] [Indexed: 06/18/2023]
7
Wang Y, Wang Y, Cai J, Lee TK, Miao C, Wang ZJ. SSD-KD: A self-supervised diverse knowledge distillation method for lightweight skin lesion classification using dermoscopic images. Med Image Anal 2023;84:102693. [PMID: 36462373 DOI: 10.1016/j.media.2022.102693] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 11/08/2022] [Accepted: 11/09/2022] [Indexed: 11/15/2022]
8
Yue G, Wei P, Zhou T, Jiang Q, Yan W, Wang T. Toward Multicenter Skin Lesion Classification Using Deep Neural Network With Adaptively Weighted Balance Loss. IEEE TRANSACTIONS ON MEDICAL IMAGING 2023;42:119-131. [PMID: 36063522 DOI: 10.1109/tmi.2022.3204646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
9
A comprehensive analysis of dermoscopy images for melanoma detection via deep CNN features. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104186] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
10
An Ensemble of Transfer Learning Models for the Prediction of Skin Cancers with Conditional Generative Adversarial Networks. Diagnostics (Basel) 2022;12:diagnostics12123145. [PMID: 36553152 PMCID: PMC9777332 DOI: 10.3390/diagnostics12123145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 12/04/2022] [Accepted: 12/07/2022] [Indexed: 12/15/2022]  Open
11
SkiNet: A deep learning framework for skin lesion diagnosis with uncertainty estimation and explainability. PLoS One 2022;17:e0276836. [PMID: 36315487 PMCID: PMC9621459 DOI: 10.1371/journal.pone.0276836] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 10/14/2022] [Indexed: 11/05/2022]  Open
12
Wang Y, Fariah Haq N, Cai J, Kalia S, Lui H, Jane Wang Z, Lee TK. Multi-channel content based image retrieval method for skin diseases using similarity network fusion and deep community analysis. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2022.103893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
13
Aldhyani THH, Verma A, Al-Adhaileh MH, Koundal D. Multi-Class Skin Lesion Classification Using a Lightweight Dynamic Kernel Deep-Learning-Based Convolutional Neural Network. Diagnostics (Basel) 2022;12:diagnostics12092048. [PMID: 36140447 PMCID: PMC9497471 DOI: 10.3390/diagnostics12092048] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/20/2022] [Accepted: 08/22/2022] [Indexed: 11/16/2022]  Open
14
Zhou J, Wu Z, Jiang Z, Huang K, Guo K, Zhao S. Background selection schema on deep learning-based classification of dermatological disease. Comput Biol Med 2022;149:105966. [PMID: 36029748 DOI: 10.1016/j.compbiomed.2022.105966] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 07/28/2022] [Accepted: 08/13/2022] [Indexed: 11/03/2022]
15
Serrano C, Lazo M, Serrano A, Toledo-Pastrana T, Barros-Tornay R, Acha B. Clinically Inspired Skin Lesion Classification through the Detection of Dermoscopic Criteria for Basal Cell Carcinoma. J Imaging 2022;8:jimaging8070197. [PMID: 35877641 PMCID: PMC9319034 DOI: 10.3390/jimaging8070197] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 07/05/2022] [Accepted: 07/08/2022] [Indexed: 12/10/2022]  Open
16
Oliveira B, Torres HR, Morais P, Baptista A, Fonseca J, Vilaca JL. Classification of Chronic Venous Disorders using an Ensemble Optimization of Convolutional Neural Networks. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022;2022:516-519. [PMID: 36086619 DOI: 10.1109/embc48229.2022.9871502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
17
Elashiri MA, Rajesh A, Nath Pandey S, Kumar Shukla S, Urooj S, Lay-Ekuakille A. Ensemble of weighted deep concatenated features for the skin disease classification model using modified long short term memory. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2022.103729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
18
Gouda W, Sama NU, Al-Waakid G, Humayun M, Jhanjhi NZ. Detection of Skin Cancer Based on Skin Lesion Images Using Deep Learning. Healthcare (Basel) 2022;10:healthcare10071183. [PMID: 35885710 PMCID: PMC9324455 DOI: 10.3390/healthcare10071183] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 06/13/2022] [Accepted: 06/15/2022] [Indexed: 12/12/2022]  Open
19
Colored Texture Analysis Fuzzy Entropy Methods with a Dermoscopic Application. ENTROPY 2022;24:e24060831. [PMID: 35741551 PMCID: PMC9223301 DOI: 10.3390/e24060831] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 06/09/2022] [Accepted: 06/11/2022] [Indexed: 02/05/2023]
20
Talavera-Martínez L, Bibiloni P, Giacaman A, Taberner R, Hernando LJDP, González-Hidalgo M. A novel approach for skin lesion symmetry classification with a deep learning model. Comput Biol Med 2022;145:105450. [DOI: 10.1016/j.compbiomed.2022.105450] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 03/02/2022] [Accepted: 03/22/2022] [Indexed: 11/29/2022]
21
Painuli D, Bhardwaj S, Köse U. Recent advancement in cancer diagnosis using machine learning and deep learning techniques: A comprehensive review. Comput Biol Med 2022;146:105580. [PMID: 35551012 DOI: 10.1016/j.compbiomed.2022.105580] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Revised: 04/14/2022] [Accepted: 04/30/2022] [Indexed: 02/07/2023]
22
Dual attention based network for skin lesion classification with auxiliary learning. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2022.103549] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
23
Multiclass Skin Lesion Classification Using a Novel Lightweight Deep Learning Framework for Smart Healthcare. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12052677] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
24
Yu Z, Nguyen J, Nguyen TD, Kelly J, Mclean C, Bonnington P, Zhang L, Mar V, Ge Z. Early Melanoma Diagnosis With Sequential Dermoscopic Images. IEEE TRANSACTIONS ON MEDICAL IMAGING 2022;41:633-646. [PMID: 34648437 DOI: 10.1109/tmi.2021.3120091] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
25
Does a Previous Segmentation Improve the Automatic Detection of Basal Cell Carcinoma Using Deep Neural Networks? APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12042092] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
26
Melanoma Classification Using a Novel Deep Convolutional Neural Network with Dermoscopic Images. SENSORS 2022;22:s22031134. [PMID: 35161878 PMCID: PMC8838143 DOI: 10.3390/s22031134] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 01/18/2022] [Accepted: 01/27/2022] [Indexed: 02/01/2023]
27
An Improved and Robust Encoder–Decoder for Skin Lesion Segmentation. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2022. [DOI: 10.1007/s13369-021-06403-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
28
Benyahia S, Meftah B, Lézoray O. Multi-features extraction based on deep learning for skin lesion classification. Tissue Cell 2021;74:101701. [PMID: 34861582 DOI: 10.1016/j.tice.2021.101701] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 11/22/2021] [Accepted: 11/23/2021] [Indexed: 10/19/2022]
29
Oukil S, Kasmi R, Mokrani K, García-Zapirain B. Automatic segmentation and melanoma detection based on color and texture features in dermoscopic images. Skin Res Technol 2021;28:203-211. [PMID: 34779062 PMCID: PMC9907597 DOI: 10.1111/srt.13111] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Accepted: 09/25/2021] [Indexed: 02/06/2023]
30
Skin Lesion Classification Based on Surface Fractal Dimensions and Statistical Color Cluster Features Using an Ensemble of Machine Learning Techniques. Cancers (Basel) 2021;13:cancers13215256. [PMID: 34771421 PMCID: PMC8582408 DOI: 10.3390/cancers13215256] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Revised: 10/18/2021] [Accepted: 10/18/2021] [Indexed: 01/23/2023]  Open
31
Pereira PMM, Thomaz LA, Tavora LMN, Assuncao PAA, Fonseca-Pinto RM, Paiva RP, Faria SMMD. Melanoma classification using light-Fields with morlet scattering transform and CNN: Surface depth as a valuable tool to increase detection rate. Med Image Anal 2021;75:102254. [PMID: 34649195 DOI: 10.1016/j.media.2021.102254] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 07/27/2021] [Accepted: 09/22/2021] [Indexed: 11/15/2022]
32
Skin Lesion Detection Algorithms in Whole Body Images. SENSORS 2021;21:s21196639. [PMID: 34640959 PMCID: PMC8513024 DOI: 10.3390/s21196639] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 09/27/2021] [Accepted: 10/02/2021] [Indexed: 11/29/2022]
33
A Dermoscopic Skin Lesion Classification Technique Using YOLO-CNN and Traditional Feature Model. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2021. [DOI: 10.1007/s13369-021-05571-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
34
Shastry KA, Sanjay HA. Cancer diagnosis using artificial intelligence: a review. Artif Intell Rev 2021. [DOI: 10.1007/s10462-021-10074-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
35
DUMAN E, TOLAN Z. Comparing Popular CNN Models for an Imbalanced Dataset of Dermoscopic Images. COMPUTER SCIENCE 2021. [DOI: 10.53070/bbd.990574] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]  Open
36
Barhoumi W, Khelifa A. Skin lesion image retrieval using transfer learning-based approach for query-driven distance recommendation. Comput Biol Med 2021;137:104825. [PMID: 34507152 DOI: 10.1016/j.compbiomed.2021.104825] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 08/11/2021] [Accepted: 08/29/2021] [Indexed: 12/27/2022]
37
Wang Y, Cai J, Louie DC, Wang ZJ, Lee TK. Incorporating clinical knowledge with constrained classifier chain into a multimodal deep network for melanoma detection. Comput Biol Med 2021;137:104812. [PMID: 34507158 DOI: 10.1016/j.compbiomed.2021.104812] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 08/25/2021] [Accepted: 08/25/2021] [Indexed: 10/20/2022]
38
Jiang S, Li H, Jin Z. A Visually Interpretable Deep Learning Framework for Histopathological Image-Based Skin Cancer Diagnosis. IEEE J Biomed Health Inform 2021;25:1483-1494. [PMID: 33449890 DOI: 10.1109/jbhi.2021.3052044] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
39
Khan MA, Sharif M, Akram T, Damaševičius R, Maskeliūnas R. Skin Lesion Segmentation and Multiclass Classification Using Deep Learning Features and Improved Moth Flame Optimization. Diagnostics (Basel) 2021;11:811. [PMID: 33947117 PMCID: PMC8145295 DOI: 10.3390/diagnostics11050811] [Citation(s) in RCA: 73] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 04/23/2021] [Accepted: 04/26/2021] [Indexed: 11/18/2022]  Open
40
Iqbal I, Younus M, Walayat K, Kakar MU, Ma J. Automated multi-class classification of skin lesions through deep convolutional neural network with dermoscopic images. Comput Med Imaging Graph 2021;88:101843. [PMID: 33445062 DOI: 10.1016/j.compmedimag.2020.101843] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 11/13/2020] [Accepted: 12/11/2020] [Indexed: 10/22/2022]
41
Improving the Performance of Melanoma Detection in Dermoscopy Images Using Deep CNN Features. Artif Intell Med 2021. [DOI: 10.1007/978-3-030-77211-6_39] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
42
Manzo M, Pellino S. Bucket of Deep Transfer Learning Features and Classification Models for Melanoma Detection. J Imaging 2020;6:129. [PMID: 34460526 PMCID: PMC8321205 DOI: 10.3390/jimaging6120129] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 11/18/2020] [Accepted: 11/23/2020] [Indexed: 02/04/2023]  Open
43
Self-Supervised Learning to Increase the Performance of Skin Lesion Classification. ELECTRONICS 2020. [DOI: 10.3390/electronics9111930] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
44
Saba T. Recent advancement in cancer detection using machine learning: Systematic survey of decades, comparisons and challenges. J Infect Public Health 2020;13:1274-1289. [DOI: 10.1016/j.jiph.2020.06.033] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 06/21/2020] [Accepted: 06/28/2020] [Indexed: 12/24/2022]  Open
45
Harangi B, Baran A, Hajdu A. Assisted deep learning framework for multi-class skin lesion classification considering a binary classification support. Biomed Signal Process Control 2020. [DOI: 10.1016/j.bspc.2020.102041] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
46
Adegun A, Viriri S. Deep learning techniques for skin lesion analysis and melanoma cancer detection: a survey of state-of-the-art. Artif Intell Rev 2020. [DOI: 10.1007/s10462-020-09865-y] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
47
Lee H, Kwon K. Diagnostic techniques for improved segmentation, feature extraction, and classification of malignant melanoma. Biomed Eng Lett 2020;10:171-179. [PMID: 32175137 DOI: 10.1007/s13534-019-00142-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 11/22/2019] [Accepted: 11/25/2019] [Indexed: 11/30/2022]  Open
48
Gu Y, Ge Z, Bonnington CP, Zhou J. Progressive Transfer Learning and Adversarial Domain Adaptation for Cross-Domain Skin Disease Classification. IEEE J Biomed Health Inform 2019;24:1379-1393. [PMID: 31545748 DOI: 10.1109/jbhi.2019.2942429] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
49
Hosny KM, Kassem MA, Foaud MM. Classification of skin lesions using transfer learning and augmentation with Alex-net. PLoS One 2019;14:e0217293. [PMID: 31112591 PMCID: PMC6529006 DOI: 10.1371/journal.pone.0217293] [Citation(s) in RCA: 71] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Accepted: 05/08/2019] [Indexed: 11/19/2022]  Open
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Celebi ME, Codella N, Halpern A. Dermoscopy Image Analysis: Overview and Future Directions. IEEE J Biomed Health Inform 2019;23:474-478. [DOI: 10.1109/jbhi.2019.2895803] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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