Use of Machine Learning to Determine Predictors of Intracerebral Hemorrhage Expansion

被引:0
作者
Azher, Aidan, I
Coronado, Ivan
Savitz, Sean, I
Aronowski, Jaroslaw A.
Salazar-Marioni, Sergio
Abdelkhaleq, Rania
Abdulrazzak, Mohammad Ammar
Greco, Jonathan
Sheth, Sunil
Giancardo, Luca
机构
[1] UTHealth, McGovern Sch Med, Neurol, Houston, TX USA
[2] UTHEALTH, Stroke Inst, Houston, TX USA
[3] Univ Texas Hsc Houston, Houston, TX USA
[4] Univ Texas Houston, Houston, TX USA
[5] Univ Texas Hlth Sci Ctr Houston, Houston, TX 77030 USA
[6] UTHealth, Houston, TX USA
关键词
Machine Learning; Artificial Intelligence; Intracranial hemorrhage; Imaging agents;
D O I
10.1161/str.52.suppl_1.P427
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
AP427
引用
收藏
页数:2
相关论文
共 50 条
[21]   Delirium detection using wearable sensors and machine learning in patients with intracerebral hemorrhage [J].
Ahmed, Abdullah ;
Garcia-Agundez, Augusto ;
Petrovic, Ivana ;
Radaei, Fatemeh ;
Fife, James ;
Zhou, John ;
Karas, Hunter ;
Moody, Scott ;
Drake, Jonathan ;
Jones, Richard N. N. ;
Eickhoff, Carsten ;
Reznik, Michael E. E. .
FRONTIERS IN NEUROLOGY, 2023, 14
[22]   Machine learning model prediction of 6-month functional outcome in elderly patients with intracerebral hemorrhage [J].
Gianluca Trevisi ;
Valerio Maria Caccavella ;
Alba Scerrati ;
Francesco Signorelli ;
Giuseppe Giovanni Salamone ;
Klizia Orsini ;
Christian Fasciani ;
Sonia D’Arrigo ;
Anna Maria Auricchio ;
Ginevra D’Onofrio ;
Francesco Salomi ;
Alessio Albanese ;
Pasquale De Bonis ;
Annunziato Mangiola ;
Carmelo Lucio Sturiale .
Neurosurgical Review, 2022, 45 :2857-2867
[23]   Prediction Model for Unfavorable Outcome in Spontaneous Intracerebral Hemorrhage Based on Machine Learning [J].
Li, Shengli ;
Zhang, Jianan ;
Hou, Xiaoqun ;
Wang, Yongyi ;
Li, Tong ;
Xu, Zhiming ;
Chen, Feng ;
Zhou, Yong ;
Wang, Weimin ;
Liu, Mingxing .
JOURNAL OF KOREAN NEUROSURGICAL SOCIETY, 2024, 67 (01) :94-102
[24]   Prediction of Acute Kidney Injury in Intracerebral Hemorrhage Patients Using Machine Learning [J].
She, Suhua ;
Shen, Yulong ;
Luo, Kun ;
Zhang, Xiaohai ;
Luo, Changjun .
NEUROPSYCHIATRIC DISEASE AND TREATMENT, 2023, 19 :2765-2773
[25]   Machine learning model prediction of 6-month functional outcome in elderly patients with intracerebral hemorrhage [J].
Trevisi, Gianluca ;
Caccavella, Valerio Maria ;
Scerrati, Alba ;
Signorelli, Francesco ;
Salamone, Giuseppe Giovanni ;
Orsini, Klizia ;
Fasciani, Christian ;
D'Arrigo, Sonia ;
Auricchio, Anna Maria ;
D'Onofrio, Ginevra ;
Salomi, Francesco ;
Albanese, Alessio ;
De Bonis, Pasquale ;
Mangiola, Annunziato ;
Sturiale, Carmelo Lucio .
NEUROSURGICAL REVIEW, 2022, 45 (04) :2857-2867
[26]   Predictors of Poor Outcome After Intracerebral Hemorrhage: Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) Study [J].
Woo, Daniel ;
Comeau, Mary ;
Venema, Simone U. ;
Anderson, Christopher ;
Flaherty, Matthew L. ;
Testai, Fernando D. ;
Kittner, Steven ;
Frankel, Michael R. ;
James, Micahel L. ;
Sung, Gene ;
Elkind, Mitchell S. ;
Worrall, Bradford B. ;
Kidwell, Chelsea S. ;
Gonzales, Nicole R. ;
Koch, Sebastian ;
Hall, Christiana ;
Birnbaum, Lee ;
Mayson, Douglas ;
Coull, Bruce M. ;
Malkoff, Marc ;
Sheth, Kevin N. ;
Chong, Ji Y. ;
McCauley, Jacob L. ;
Osborne, Jennifer ;
Wethington, Misty ;
Gilkerson, Lee A. ;
Behymer, Tyler P. ;
Coleman, Elisheva R. ;
Sekar, Padmini ;
Moomaw, Charles J. ;
Rosand, Jonathan ;
Langefeld, Carl D. .
STROKE, 2019, 50
[27]   Exploring Deep Learning and Machine Learning Approaches for Brain Hemorrhage Detection [J].
Ahmed, Samia ;
Esha, Jannatul Ferdous ;
Rahman, Md. Sazzadur ;
Kaiser, M. Shamim ;
Hosen, A. S. M. Sanwar ;
Ghimire, Deepak ;
Park, Mi Jin .
IEEE ACCESS, 2024, 12 :45060-45093
[28]   Automatic Machine-Learning-Based Outcome Prediction in Patients With Primary Intracerebral Hemorrhage [J].
Wang, Hsueh-Lin ;
Hsu, Wei-Yen ;
Lee, Ming-Hsueh ;
Weng, Hsu-Huei ;
Chang, Sheng-Wei ;
Yang, Jen-Tsung ;
Tsai, Yuan-Hsiung .
FRONTIERS IN NEUROLOGY, 2019, 10
[29]   Machine Learning-Based Models for Intracerebral Hemorrhage In-Hospital Mortality Prediction [J].
Bako, Abdulaziz T. ;
Vahidy, Farhaan S. .
JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2025, 14 (05)
[30]   Management of intracerebral hemorrhage - use of statins [J].
Van Matre, Edward T. ;
Sherman, Deb S. ;
Kiser, Tyree H. .
VASCULAR HEALTH AND RISK MANAGEMENT, 2016, 12 :153-161