Conquering the Cobb Angle: Automated Hardware-Invariant Scoliosis Diagnosis in Radiographs using Deep Learning

被引:0
|
作者
Suri, Abhinav [1 ]
Rajapakse, Chamith [2 ]
机构
[1] UCLA, David Geffen Sch Med, Los Angeles, CA USA
[2] Univ Penn, Philadelphia, PA USA
关键词
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
SUN-327
引用
收藏
页码:232 / 232
页数:1
相关论文
共 50 条
  • [1] Conquering the Cobb Angle: A Deep Learning Algorithm for Automated, Hardware-Invariant Measurement of Cobb Angle on Radiographs in Patients with Scoliosis
    Suri, Abhinav
    Tang, Sisi
    Kargilis, Daniel
    Taratuta, Elena
    Kneeland, Bruce J.
    Choi, Grace
    Agarwal, Alisha
    Anabaraonye, Nancy
    Xu, Winnie
    Parente, James B.
    Terry, Ashley
    Kalluri, Anita
    Song, Katie
    Rajapakse, Chamith S.
    RADIOLOGY-ARTIFICIAL INTELLIGENCE, 2023, 5 (04)
  • [2] Automated Cobb angle measurement in scoliosis radiographs: A deep learning approach for screening
    Low, Xi Zhen
    Furqan, Mohammad Shaheryar
    Makmur, Andrew
    Lim, Desmond Shi Wei
    Liu, Ren Wei
    Lim, Xinyi
    Chan, Yiong Huak
    Tan, Jiong Hao
    Lau, Leok Lim
    Hallinan, James Thomas Patrick Decourcy
    ANNALS ACADEMY OF MEDICINE SINGAPORE, 2024, 53 (10) : 635 - 637
  • [3] A Deep Learning Approach for Automatic Scoliosis Cobb Angle Identification
    Maaliw, Renato R., III
    Susa, Julie Ann B.
    Alon, Alvin S.
    Lagman, Ace C.
    Ambat, Shaneth C.
    Garcia, Manuel B.
    Piad, Keno C.
    Fernando-Raguro, Ma Corazon
    2022 IEEE WORLD AI IOT CONGRESS (AIIOT), 2022, : 111 - 117
  • [4] A Deep Learning Approach for Automatic Scoliosis Cobb Angle Identification
    Maaliw, Renato R.
    Susa, Julie Ann B.
    Alon, Alvin S.
    Lagman, Ace C.
    Ambat, Shaneth C.
    Garcia, Manuel B.
    Piad, Keno C.
    Fernando - Raguro, Ma. Corazon
    2022 IEEE World AI IoT Congress, AIIoT 2022, 2022, : 111 - 117
  • [5] SCOLIONET: An Automated Scoliosis Cobb Angle Quantification Using Enhanced X-ray Images and Deep Learning Models
    Maaliw III, Renato R.
    JOURNAL OF IMAGING, 2023, 9 (12)
  • [6] Deep Learning for Automated Classification of Hip Hardware on Radiographs
    Ma, Yuntong
    Bauer, Justin L.
    Yoon, Acacia H.
    Beaulieu, Christopher F.
    Yoon, Luke
    Do, Bao H.
    Fang, Charles X.
    JOURNAL OF IMAGING INFORMATICS IN MEDICINE, 2025, 38 (02): : 988 - 996
  • [7] Automatic measurement algorithm of scoliosis Cobb angle based on deep learning
    Tu, Yongcheng
    Wang, Nian
    Tong, Fei
    Chen, Hemu
    2018 INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS AND CONTROL ENGINEERING (ISPECE 2018), 2019, 1187
  • [8] A Critical Analysis on Vertebra Identification and Cobb Angle Estimation Using Deep Learning for Scoliosis Detection
    Kumar, Rakesh
    Gupta, Meenu
    Abraham, Ajith
    IEEE ACCESS, 2024, 12 : 11170 - 11184
  • [9] Automated Cobb Angle Measurement in Adolescent Idiopathic Scoliosis: Validation of a Previously-Published Deep Learning Method
    Yan, Shi
    Constant, Caroline
    Ramazanian, Taghi
    Kremers, Hilal Maradit
    Larson, A. Noelle
    2022 IEEE 10TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2022), 2022, : 495 - 496
  • [10] Clinical Application of Automatic Assessment of Scoliosis Cobb Angle Based on Deep Learning
    Ni, Lixin
    Zhang, Zhehao
    Zou, Lulin
    Wang, Jianhua
    Guo, Lijun
    Qian, Wei
    Xu, Lei
    Xu, Kaiwei
    Zeng, Yingqing
    CURRENT MEDICAL IMAGING, 2024, 20