A machine learning approach for predicting perihematomal edema expansion in patients with intracerebral hemorrhage

被引：0
|
作者：
Yihao Chen
Chenchen Qin
Jianbo Chang
Yan Lyu
Qinghua Zhang
Zeju Ye
Zhaojian Li
Fengxuan Tian
Wenbin Ma
Junji Wei
Ming Feng
Jianhua Yao
Renzhi Wang
机构：
[1] Chinese Academy of Medical Sciences,Department of Neurosurgery, Peking Union Medical College Hospital, Peking Union Medical College
[2] Tencent AI Lab,Department of Neurosurgery
[3] Shenzhen Nanshan Hospital,Department of Neurosurgery
[4] Dongguan People’s Hospital,Department of Neurosurgery
[5] The Affiliated Hospital of Qingdao University,Department of Medicine
[6] Qingdao University,Department of Neurosurgery
[7] Qinghai Provincial People’s Hospital,undefined
来源：
European Radiology | 2023年 / 33卷
关键词：
Cerebral hemorrhage; Brain edema; Machine learning; Computer-assisted diagnosis;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：4052 / 4062
页数：10
相关论文
共 50 条
  • [1] A machine learning approach for predicting perihematomal edema expansion in patients with intracerebral hemorrhage
    Chen, Yihao
    Qin, Chenchen
    Chang, Jianbo
    Lyu, Yan
    Zhang, Qinghua
    Ye, Zeju
    Li, Zhaojian
    Tian, Fengxuan
    Ma, Wenbin
    Wei, Junji
    Feng, Ming
    Yao, Jianhua
    Wang, Renzhi
    [J]. EUROPEAN RADIOLOGY, 2023, 33 (06) : 4052 - 4062
  • [2] Prediction of Early Perihematomal Edema Expansion Based on Noncontrast Computed Tomography Radiomics and Machine Learning in Intracerebral Hemorrhage
    Li, Yu-Lun
    Chen, Chu
    Zhang, Li-Juan
    Zheng, Yi-Neng
    Lv, Xin-Ni
    Zhao, Li-Bo
    Li, Qi
    Lv, Fa-Jin
    [J]. WORLD NEUROSURGERY, 2023, 175 : E264 - E270
  • [3] Comparison of different noncontrast computed tomographic markers for predicting early perihematomal edema expansion in patients with intracerebral hemorrhage
    Li, Yu-Lun
    Zheng, Yi-Neng
    Zhang, Li-juan
    Li, Zuo-Qiao
    Deng, Lan
    Lv, Xin-Ni
    Li, Qi
    Lv, Fa-Jin
    [J]. JOURNAL OF CLINICAL NEUROSCIENCE, 2023, 112 : 1 - 5
  • [4] Measurement of Perihematomal Edema in Intracerebral Hemorrhage
    Urday, Sebastian
    Beslow, Lauren A.
    Goldstein, David W.
    Vashkevich, Anastasia
    Ayres, Alison M.
    Battey, Thomas W. K.
    Selim, Magdy H.
    Kimberly, W. Taylor
    Rosand, Jonathan
    Sheth, Kevin N.
    [J]. STROKE, 2015, 46 (04) : 1116 - +
  • [5] Rate of Perihematomal Edema Expansion Predicts Outcome After Intracerebral Hemorrhage
    Urday, Sebastian
    Beslow, Lauren A.
    Dai, Feng
    Zhang, Fan
    Battey, Thomas W. K.
    Vashkevich, Anastasia
    Ayres, Alison M.
    Leasure, Audrey C.
    Selim, Magdy H.
    Simard, J. Marc
    Rosand, Jonathan
    Kimberly, W. Taylor
    Sheth, Kevin N.
    [J]. CRITICAL CARE MEDICINE, 2016, 44 (04) : 790 - 797
  • [6] Deep Learning for Automated Measurement of Hemorrhage and Perihematomal Edema in Supratentorial Intracerebral Hemorrhage
    Dhar, Rajat
    Falcone, Guido J.
    Chen, Yasheng
    Hamzehloo, Ali
    Kirsch, Elayna P.
    Noche, Rommell B.
    Roth, Kilian
    Acosta, Julian
    Ruiz, Andres
    Phuah, Chia-Ling
    Woo, Daniel
    Gill, Thomas M.
    Sheth, Kevin N.
    Lee, Jin-Moo
    [J]. STROKE, 2020, 51 (02) : 648 - 651
  • [7] Treatment Strategies to Attenuate Perihematomal Edema in Patients With Intracerebral Hemorrhage
    Kim, Hoon
    Edwards, Nancy J.
    Choi, Huimahn A.
    Chang, Tiffany R.
    Jo, Kwang Wook
    Lee, Kiwon
    [J]. WORLD NEUROSURGERY, 2016, 94 : 32 - 41
  • [8] Effect of Decompressive Craniectomy on Perihematomal Edema in Patients with Intracerebral Hemorrhage
    Fung, Christian
    Murek, Michael
    Klinger-Gratz, Pascal P.
    Fiechter, Michael
    Z'Graggen, Werner J.
    Gautschi, Oliver P.
    El-Koussy, Marwan
    Gralla, Jan
    Schaller, Karl
    Zbinden, Martin
    Arnold, Marcel
    Fischer, Urs
    Mattle, Heinrich P.
    Raabe, Andreas
    Beck, Juergen
    [J]. PLOS ONE, 2016, 11 (02):
  • [9] Perihematomal Edema After Intracerebral Hemorrhage in Patients With Active Malignancy
    Gusdon, Aaron M.
    Nyquist, Paul A.
    Torres-Lopez, Victor M.
    Leasure, Audrey C.
    Falcone, Guido J.
    Sheth, Kevin N.
    Sansing, Lauren H.
    Hanley, Daniel F.
    Malani, Rachna
    [J]. STROKE, 2020, 51 (01) : 129 - 136
  • [10] Perihematomal Edema Expansion Rate Predicts Functional Outcome in Deep Intracerebral Hemorrhage
    Grunwald, Zachary
    Urday, Sebastian
    Beslow, Lauren
    Vashkevich, Anastasia
    Ayres, Alison
    Greenberg, Steven
    Goldstein, Joshua
    Battey, Thomas
    Simard, Marc
    Rosand, Jonathan
    Kimberly, W.
    Sheth, Kevin
    [J]. NEUROLOGY, 2016, 86
12345