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
  • [41] Automated diagnosis of breast cancer using deep learning
    Floroiu, Iustin
    Timisica, Daniela
    Boncea, Radu Marius
    ROMANIAN JOURNAL OF INFORMATION TECHNOLOGY AND AUTOMATIC CONTROL-REVISTA ROMANA DE INFORMATICA SI AUTOMATICA, 2023, 33 (03): : 99 - 112
  • [42] Automated Glaucoma Diagnosis using Deep Learning Approach
    Al-Bander, Baidaa
    Al-Nuaimy, Waleed
    Al-Taee, Majid A.
    Zheng, Yalin
    2017 14TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2017, : 207 - 210
  • [43] Automated 3D Cobb Angle Measurement Using U-Net in CT Images of Preoperative Scoliosis Patients
    Li, Lening
    Zhang, Teng
    Lin, Fan
    Li, Yuting
    Wong, Man-Sang
    JOURNAL OF IMAGING INFORMATICS IN MEDICINE, 2025, 38 (01): : 309 - 317
  • [44] Semiautomated intraoperative measurement of Cobb angle and coronal C7 plumb line using deep learning and computer vision for scoliosis correction: a feasibility study
    Gami, Parth
    Qiu, Kelly
    Kannappan, Sindhu
    Alperin, Yoel
    De Biase, Gaetano
    Buchanan, Ian A.
    Quinones-Hinojosa, Alfredo
    Abode-Iyamah, Kingsley
    JOURNAL OF NEUROSURGERY-SPINE, 2022, 37 (05) : 713 - 721
  • [45] Automated fracture detection in the ulna and radius using deep learning on upper extremity radiographs
    Erdas, Cagatay Berke
    JOINT DISEASES AND RELATED SURGERY, 2023, 34 (03): : 598 - 604
  • [46] Automated Detection of Surgical Implants on Plain Knee Radiographs Using a Deep Learning Algorithm
    Kim, Back
    Lee, Do Weon
    Lee, Sanggyu
    Ko, Sunho
    Jo, Changwung
    Park, Jaeseok
    Choi, Byung Sun
    Krych, Aaron John
    Pareek, Ayoosh
    Han, Hyuk-Soo
    Ro, Du Hyun
    MEDICINA-LITHUANIA, 2022, 58 (11):
  • [47] Improved Automated Quality Control of Skeletal Wrist Radiographs Using Deep Multitask Learning
    Hembroff, Guy
    Klochko, Chad
    Craig, Joseph
    Changarnkothapeecherikkal, Harikrishnan
    Loi, Richard Q.
    JOURNAL OF IMAGING INFORMATICS IN MEDICINE, 2024, : 838 - 849
  • [48] Deep Learning for Diagnosis of Paranasal Sinusitis Using Multi-View Radiographs
    Jeon, Yejin
    Lee, Kyeorye
    Sunwoo, Leonard
    Choi, Dongjun
    Oh, Dong Yul
    Lee, Kyong Joon
    Kim, Youngjune
    Kim, Jeong-Whun
    Cho, Se Jin
    Baik, Sung Hyun
    Yoo, Roh-eul
    Bae, Yun Jung
    Choi, Byung Se
    Jung, Cheolkyu
    Kim, Jae Hyoung
    DIAGNOSTICS, 2021, 11 (02)
  • [49] Diagnosis of normal chest radiographs using an autonomous deep-learning algorithm
    Dyer, T.
    Dillard, L.
    Harrison, M.
    Morgan, T. Naunton
    Tappouni, R.
    Malik, Q.
    Rasalingham, S.
    CLINICAL RADIOLOGY, 2021, 76 (06) : 473.e9 - 473.e15
  • [50] Automated evaluation of rheumatoid arthritis from hand radiographs using Machine Learning and deep learning techniques
    Ahalya, R. K.
    Umapathy, Snekhalatha
    Krishnan, Palani Thanaraj
    Joseph Raj, Alex Noel
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART H-JOURNAL OF ENGINEERING IN MEDICINE, 2022, 236 (08) : 1238 - 1249