DEEP LEARNING APPROACHES FOR CUTANEOUS LEISHMANIASES DIAGNOSIS BASED ON SKIN LESION IMAGES

被引:0
|
作者
Harigua-Souiai, Emna [1 ]
Maouloud, Mohamed Ould [2 ]
Abdeljaoued, Ines Tej [3 ]
Hariga, Maaoui [4 ]
Mokni, Mourad [5 ]
Guizani, Ikram [2 ]
机构
[1] Univ Tunis El Manar, Inst Pasteur Tunis, Artificial Intelligence Hlth Dev AI4HD, Lab Mol Epidemiol & Expt Pathol LR16IPT04, Tunis, Tunisia
[2] Univ Tunis El Manar, Inst Pasteur Tunis, Lab Mol Epidemiol & Expt Pathol LR16IPT0, Tunis, Tunisia
[3] Univ Tunis El Manar, Inst Pasteur Tunis, Lab Bioinformat Math & Stat LR16IPT09, Tunis, Tunisia
[4] Ctr Urbain Nord, Artificial Intelligence Hlth Dev AI4HD, Immeuble Tamayouz B11, Tunis, Tunisia
[5] Hop La Rabta, Dept Dermatol LR18SP01, Tunis, Tunisia
来源
关键词
D O I
暂无
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
0454
引用
收藏
页码:145 / 146
页数:2
相关论文
共 50 条
  • [1] Classification of Skin Lesion Images with Deep Learning Approaches
    Bayram, Buket
    Kulavuz, Bahadir
    Ertugrul, Berkay
    Bayram, Bulent
    Bakirman, Tolga
    Cakar, Tuna
    Dogan, Metehan
    BALTIC JOURNAL OF MODERN COMPUTING, 2022, 10 (02): : 241 - 250
  • [2] Deep Learning-Based Skin Lesion Diagnosis Model Using Dermoscopic Images
    Reshma, G.
    Al-Atroshi, Chiai
    Nassa, Vinay Kumar
    Geetha, B. T.
    Sunitha, Gurram
    Galety, Mohammad Gouse
    Neelakandan, S.
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 31 (01): : 621 - 634
  • [3] Detection of Skin Cancer Based on Skin Lesion Images Using Deep Learning
    Gouda, Walaa
    Sama, Najm Us
    Al-Waakid, Ghada
    Humayun, Mamoona
    Jhanjhi, Noor Zaman
    HEALTHCARE, 2022, 10 (07)
  • [4] Skin Lesion Diagnosis Using Deep Learning
    Muresan, Horea-Bogdan
    2019 IEEE 15TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTER COMMUNICATION AND PROCESSING (ICCP 2019), 2019, : 499 - 506
  • [5] Deep Learning Approaches Towards Skin Lesion Segmentation and Classification from Dermoscopic Images - A Review
    Baig, Ramsha
    Bibi, Maryam
    Hamid, Anmol
    Kausar, Sumaira
    Khalid, Shahzad
    CURRENT MEDICAL IMAGING, 2020, 16 (05) : 513 - 533
  • [6] Deep Learning with Backtracking Search Optimization Based Skin Lesion Diagnosis Model
    Anupama, C. S. S.
    Natrayan, L.
    Lydia, E. Laxmi
    Sait, Abdul Rahaman Wahab
    Escorcia-Gutierrez, Jose
    Gamarra, Margarita
    Mansour, Romany F.
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 70 (01): : 1297 - 1313
  • [7] Skin Lesion Segmentation in Clinical Images Using Deep Learning
    Jafari, M. H.
    Karimi, N.
    Nasr-Esfahani, E.
    Samavi, S.
    Soroushmehr, S. M. R.
    Ward, K.
    Najarian, K.
    2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 337 - 342
  • [8] A deep learning based multimodal fusion model for skin lesion diagnosis using smartphone collected clinical images and metadata
    Ou, Chubin
    Zhou, Sitong
    Yang, Ronghua
    Jiang, Weili
    He, Haoyang
    Gan, Wenjun
    Chen, Wentao
    Qin, Xinchi
    Luo, Wei
    Pi, Xiaobing
    Li, Jiehua
    FRONTIERS IN SURGERY, 2022, 9
  • [9] Inductive Learning of Skin Lesion Images for Early Diagnosis of Melanoma
    Surowka, Grzegorz
    2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-8, 2008, : 2623 - 2627
  • [10] Deep Learning Models for the Detection of Monkeypox Skin Lesion on Digital Skin Images
    Alrusaini, Othman A.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (01) : 637 - 644