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
  • [41] Deep learning based on ultrasound images assists breast lesion diagnosis in China: a multicenter diagnostic study
    Yang Gu
    Wen Xu
    Bin Lin
    Xing An
    Jiawei Tian
    Haitao Ran
    Weidong Ren
    Cai Chang
    Jianjun Yuan
    Chunsong Kang
    Youbin Deng
    Hui Wang
    Baoming Luo
    Shenglan Guo
    Qi Zhou
    Ensheng Xue
    Weiwei Zhan
    Qing Zhou
    Jie Li
    Ping Zhou
    Man Chen
    Ying Gu
    Wu Chen
    Yuhong Zhang
    Jianchu Li
    Longfei Cong
    Lei Zhu
    Hongyan Wang
    Yuxin Jiang
    Insights into Imaging, 13
  • [42] Exploring Deep Learning-based Approaches for Brain Tumor Diagnosis from MRI Images
    Abdullah, Fasih
    Jamil, Akhtar
    Alazawi, Esraa Mohammed
    Hameed, Alaa Ali
    2024 IEEE 3RD INTERNATIONAL CONFERENCE ON COMPUTING AND MACHINE INTELLIGENCE, ICMI 2024, 2024,
  • [43] Clinical and dermoscopy image-based deep learning models for skin lesion diagnosis in clinical practice
    Oyedeji, Mojeed Opeyemi
    NETWORK MODELING AND ANALYSIS IN HEALTH INFORMATICS AND BIOINFORMATICS, 2024, 13 (01):
  • [44] SkiNet: A deep learning framework for skin lesion diagnosis with uncertainty estimation and explainability
    Singh, Rajeev Kumar
    Gorantla, Rohan
    Allada, Sai Giridhar Rao
    Narra, Pratap
    PLOS ONE, 2022, 17 (10):
  • [45] VirLesDetNet: Pre-Trained Hybrid Deep Learning Approaches for Virus-Based Skin Lesion Detection
    Tasar, Beyda
    Karaduman, Gulsah
    TRAITEMENT DU SIGNAL, 2024, 41 (05) : 2391 - 2401
  • [46] Deep learning architecture: An application for skin lesion segmentation-based polar image transformations on dermoscopy images
    Ali, Redha
    Essa, Almabrok
    Ben Omar, Elmoatazbellah
    Alshamili, Adel
    Ali, Fatmah
    Hardie, Russell C.
    PATTERN RECOGNITION AND PREDICTION XXXV, 2024, 13040
  • [47] Machine Learning of Melanocytic Skin Lesion Images
    Surowka, G.
    HUMAN-COMPUTER SYSTEMS INTERACTION: BACKGROUNDS AND APPLICATIONS, 2009, 60 : 147 - 159
  • [48] Supervised Learning of Melanocytic Skin Lesion Images
    Surowka, Grzegorz
    2008 CONFERENCE ON HUMAN SYSTEM INTERACTIONS, VOLS 1 AND 2, 2008, : 121 - 125
  • [49] Cervical Precancerous Lesion Detection Based on Deep Learning of Colposcopy Images
    Zhang, Yongliang
    Li, Ling
    Gu, Jia
    Wen, Tiexiang
    Xu, Qiang
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2020, 10 (05) : 1234 - 1241
  • [50] Stroke Lesion Detection and Analysis in MRI Images Based on Deep Learning
    Zhang, Shujun
    Xu, Shuhao
    Tan, Liwei
    Wang, Hongyan
    Meng, Jianli
    JOURNAL OF HEALTHCARE ENGINEERING, 2021, 2021