SkinNet: A deep learning framework for skin lesion segmentation

被引:0
|
作者
Vesal, Sulaiman [1 ]
Ravikumar, Nishant [1 ]
Maier, Andreas [1 ]
机构
[1] Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
来源
arXiv | 2018年
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Deep learning - Diagnosis - Neural networks - Patient treatment - Statistical tests
引用
收藏
相关论文
共 50 条
  • [1] SkinNet: A Deep Learning Framework for Skin Lesion Segmentation
    Vesal, Sulaiman
    Ravikumar, Nishant
    Maier, Andreas
    [J]. 2018 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE PROCEEDINGS (NSS/MIC), 2018,
  • [2] Skin lesion segmentation with deep learning
    Lameski, Jane
    Jovanov, Andrej
    Zdravevski, Eftim
    Lameski, Petre
    Gievska, Sonja
    [J]. EUROCON 2019 - 18th International Conference on Smart Technologies, 2019,
  • [3] Deep Learning for Skin Lesion Segmentation
    Mishra, Rashika
    Daescu, Ovidiu
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2017, : 1189 - 1194
  • [4] Skin lesion segmentation with deep learning
    Lameski, Jane
    Jovanov, Andrej
    Zdravevski, Eftim
    Lameski, Petre
    Gievska, Sonja
    [J]. PROCEEDINGS OF 18TH INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES (IEEE EUROCON 2019), 2019,
  • [5] Skin Lesion Segmentation and Classification Using Conventional and Deep Learning Based Framework
    Bibi, Amina
    Khan, Muhamamd Attique
    Javed, Muhammad Younus
    Tariq, Usman
    Kang, Byeong-Gwon
    Nam, Yunyoung
    Mostafa, Reham R.
    Sakr, Rasha H.
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 71 (02): : 2477 - 2495
  • [6] A survey on deep learning for skin lesion segmentation
    Mirikharaji, Zahra
    Abhishek, Kumar
    Bissoto, Alceu
    Barata, Catarina
    Avila, Sandra
    Valle, Eduardo
    Celebi, M. Emre
    Hamarneh, Ghassan
    [J]. MEDICAL IMAGE ANALYSIS, 2023, 88
  • [7] Skin Lesion Segmentation by using Deep Learning Techniques
    Hasan, Sohaib Najat
    Gezer, Murat
    Azeez, Raghad Abdulaali
    Gulsecen, Sevinc
    [J]. 2019 MEDICAL TECHNOLOGIES CONGRESS (TIPTEKNO), 2019, : 192 - 195
  • [8] Optimized deep learning for skin lesion segmentation and skin cancer detection
    Babu, Rachana R.
    Philip, Felix M.
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 95
  • [9] 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.
    [J]. 2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 337 - 342
  • [10] Digital hair removal by deep learning for skin lesion segmentation
    Li, Wei
    Raj, Alex Noel Joseph
    Tjahjadi, Tardi
    Zhuang, Zhemin
    [J]. PATTERN RECOGNITION, 2021, 117