Accessible deep learning in the cancer clinic: An open-source, prototype framework for automatic contouring

被引：0
|
作者：
Asbach, John [1 ,2 ]
Singh, Anurag [1 ,2 ]
Farrugia, Mark [1 ]
Matott, L. Shawn [1 ]
Le, Anh [1 ,2 ]
机构：
[1] Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo,NY,14203, United States
[2] Jacobs School of Medicine and Biomedical Sciences, SUNY at Buffalo, 955 Main Street, Buffalo,NY,14203, United States
来源：
Progress in Biomedical Optics and Imaging - Proceedings of SPIE | 2022年 / 12037卷
关键词：
Compendex;
D O I：
Medical Imaging 2022: Imaging Informatics for Healthcare, Research, and Applications
中图分类号：
学科分类号：
摘要：
Pipelines
引用
收藏
相关论文
共 50 条
  • [1] Accessible deep learning in the cancer clinic: an open-source, prototype framework for automatic contouring
    Asbach, John
    Singh, Anurag
    Farrugia, Mark
    Matott, L. Shawn
    Le, Anh
    MEDICAL IMAGING 2022: IMAGING INFORMATICS FOR HEALTHCARE, RESEARCH, AND APPLICATIONS, 2022, 12037
  • [2] Deep learning tools for the cancer clinic: an open-source framework with head and neck contour validation
    Asbach, John C.
    Singh, Anurag K.
    Matott, L. Shawn
    Le, Anh H.
    RADIATION ONCOLOGY, 2022, 17 (01)
  • [3] Deep learning tools for the cancer clinic: an open-source framework with head and neck contour validation
    John C. Asbach
    Anurag K. Singh
    L. Shawn Matott
    Anh H. Le
    Radiation Oncology, 17
  • [4] MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems
    Lammie, Corey
    Xiang, Wei
    Linares-Barranco, Bernabe
    Azghadi, Mostafa Rahimi
    NEUROCOMPUTING, 2022, 485 : 124 - 133
  • [5] SegmentAnyTooth: An open-source deep learning framework for tooth enumeration and segmentation in intraoral photos
    Nguyen, Khoa Dang
    Hoang, Hung Trong
    Doan, Thi-Phuong Hong
    Dao, Khai Quang
    Wang, Ding-Han
    Hsu, Ming-Lun
    JOURNAL OF DENTAL SCIENCES, 2025, 20 (02) : 1110 - 1117
  • [6] A fully open-source framework for deep learning protein real-valued distances
    Badri Adhikari
    Scientific Reports, 10
  • [7] A fully open-source framework for deep learning protein real-valued distances
    Adhikari, Badri
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [8] The Open-Source LearnLib A Framework for Active Automata Learning
    Isberner, Malte
    Howar, Falk
    Steffen, Bernhard
    COMPUTER AIDED VERIFICATION, PT I, 2015, 9206 : 487 - 495
  • [9] OpenPrompt: An Open-source Framework for Prompt-learning
    Ding, Ning
    Hu, Shengding
    Zhao, Weilin
    Chen, Yulin
    Liu, Zhiyuan
    Zheng, Hai-Tao
    Sun, Maosong
    PROCEEDINGS OF THE 60TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2022): PROCEEDINGS OF SYSTEM DEMONSTRATIONS, 2022, : 105 - 113
  • [10] OpenICL: An Open-Source Framework for In-context Learning
    Wu, Zhenyu
    Wang, Yaoxiang
    Ye, Jiacheng
    Feng, Jiangtao
    Xu, Jingjing
    Qiao, Yu
    Wu, Zhiyong
    PROCEEDINGS OF THE 61ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL-DEMO 2023, VOL 3, 2023, : 489 - 498
12345