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For: Sheth SA, Giancardo L, Colasurdo M, Srinivasan VM, Niktabe A, Kan P. Machine learning and acute stroke imaging. J Neurointerv Surg 2023;15:195-199. [PMID: 35613840 PMCID: PMC10523646 DOI: 10.1136/neurintsurg-2021-018142] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 05/08/2022] [Indexed: 01/14/2023]
Number Cited by Other Article(s)
1
Deshpande A, Zhang LQ, Balu R, Yahyavi-Firouz-Abadi N, Badjatia N, Laksari K, Tahsili-Fahadan P. Cerebrovascular morphology: Insights into normal variations, aging effects, and disease implications. J Cereb Blood Flow Metab 2025:271678X251328537. [PMID: 40314210 PMCID: PMC12048404 DOI: 10.1177/0271678x251328537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Revised: 02/20/2025] [Accepted: 03/04/2025] [Indexed: 05/03/2025]
2
Fu X, Zhang C, Huang H, Li C, Li M, Li X, Gao Z, Peng M, Xu H, Zhu W. Machine learning models based on location-radiomics enable the accurate prediction of early neurological function deterioration for acute stroke in elderly patients. Front Aging Neurosci 2025;17:1582687. [PMID: 40336946 PMCID: PMC12055763 DOI: 10.3389/fnagi.2025.1582687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2025] [Accepted: 04/02/2025] [Indexed: 05/09/2025]  Open
3
Colasurdo M, Amran D, Chen H, Ziv K, Geron M, Love CJ, Robledo A, O'Leary S, Husain A, Von Waaden N, Garcia R, Edhayan G, Shaltoni H, Memon MZ, Kan P. Estimation of Ventricular and Intracranial Hemorrhage Volumes and Midline Shift on an External Validation Data Set Using a Convolutional Neural Network Algorithm. Neurosurgery 2025:00006123-990000000-01571. [PMID: 40227036 DOI: 10.1227/neu.0000000000003455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Accepted: 01/01/2025] [Indexed: 04/15/2025]  Open
4
Wang X, Liu X. Exploration of the shared gene signatures and molecular mechanisms between cardioembolic stroke and ischemic stroke. Front Neurol 2025;16:1567902. [PMID: 40264650 PMCID: PMC12011848 DOI: 10.3389/fneur.2025.1567902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Accepted: 03/24/2025] [Indexed: 04/24/2025]  Open
5
Chen H, Skorseth P, Rewinkel S, Kim D, Amin S, Shakal S, Priest R, Nesbit G, Clark W, Colasurdo M. Development of a machine learning model to predict changes in neuroimaging profiles among acute ischemic stroke patients following delayed transfer for endovascular thrombectomy. Neuroradiology 2025:10.1007/s00234-025-03600-6. [PMID: 40172643 DOI: 10.1007/s00234-025-03600-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Accepted: 03/22/2025] [Indexed: 04/04/2025]
6
Takács TT, Magyar-Stang R, Szatmári S, Sipos I, Saftics K, Berki ÁJ, Évin S, Bereczki D, Varga C, Nyilas N, Bíró I, Barsi P, Magyar M, Maurovich-Horvat P, Böjti PP, Pásztor M, Szikora I, Nardai S, Gunda B. Workload and clinical impact of MRI-based extension of reperfusion therapy time window in acute ischaemic stroke-a prospective single-centre study. GeroScience 2025:10.1007/s11357-025-01549-1. [PMID: 39913034 DOI: 10.1007/s11357-025-01549-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Accepted: 01/27/2025] [Indexed: 02/07/2025]  Open
7
Xie S, Peng S, Zhao L, Yang B, Qu Y, Tang X. A comprehensive analysis of stroke risk factors and development of a predictive model using machine learning approaches. Mol Genet Genomics 2025;300:18. [PMID: 39853452 PMCID: PMC11762205 DOI: 10.1007/s00438-024-02217-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Accepted: 12/15/2024] [Indexed: 01/26/2025]
8
Li K, Yang Y, Niu S, Yang Y, Tian B, Huan X, Guo D. A Comparative Study of AI-Based Automated and Manual Postprocessing of Head and Neck CT Angiography: An Independent External Validation with Multi-Vendor and Multi-Center Data. Neuroradiology 2024;66:1765-1780. [PMID: 38753039 DOI: 10.1007/s00234-024-03379-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 05/09/2024] [Indexed: 09/26/2024]
9
Liu Y, Wen Z, Wang Y, Zhong Y, Wang J, Hu Y, Zhou P, Guo S. Artificial intelligence in ischemic stroke images: current applications and future directions. Front Neurol 2024;15:1418060. [PMID: 39050128 PMCID: PMC11266078 DOI: 10.3389/fneur.2024.1418060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 06/27/2024] [Indexed: 07/27/2024]  Open
10
Aboonq MS, Alqahtani SA. Leveraging multivariate analysis and adjusted mutual information to improve stroke prediction and interpretability. NEUROSCIENCES (RIYADH, SAUDI ARABIA) 2024;29:190-196. [PMID: 38981634 PMCID: PMC11305345 DOI: 10.17712/nsj.2024.3.20230100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 05/31/2024] [Indexed: 07/11/2024]
11
Xiong Z, Kwapong WR, Liu S, Chen T, Xu K, Mao H, Hao J, Cao L, Liu J, Zheng Y, Wang H, Yan Y, Ye C, Wu B, Qi H, Zhao Y. Association of Retinal Biomarkers With the Subtypes of Ischemic Stroke and an Automated Classification Model. Invest Ophthalmol Vis Sci 2024;65:50. [PMID: 39083310 PMCID: PMC11290563 DOI: 10.1167/iovs.65.8.50] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 05/17/2024] [Indexed: 08/02/2024]  Open
12
Teghipco A, Newman-Norlund R, Fridriksson J, Rorden C, Bonilha L. Distinct brain morphometry patterns revealed by deep learning improve prediction of post-stroke aphasia severity. COMMUNICATIONS MEDICINE 2024;4:115. [PMID: 38866977 PMCID: PMC11169346 DOI: 10.1038/s43856-024-00541-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 06/03/2024] [Indexed: 06/14/2024]  Open
13
Vitt JR, Mainali S. Artificial Intelligence and Machine Learning Applications in Critically Ill Brain Injured Patients. Semin Neurol 2024;44:342-356. [PMID: 38569520 DOI: 10.1055/s-0044-1785504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2024]
14
Warman R, Warman PI, Warman A, Bueso T, Ota R, Windisch T, Neves G. A deep learning method to identify and localize large-vessel occlusions from cerebral digital subtraction angiography. J Neuroimaging 2024;34:366-375. [PMID: 38506407 DOI: 10.1111/jon.13193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 01/25/2024] [Accepted: 01/27/2024] [Indexed: 03/21/2024]  Open
15
Hastings N, Samuel D, Ansari AN, Kaurani P, J JW, Bhandary VS, Gautam P, Tayyil Purayil AL, Hassan T, Dinesh Eshwar M, Nuthalapati BST, Pothuri JK, Ali N. The Role of Artificial Intelligence-Powered Imaging in Cerebrovascular Accident Detection. Cureus 2024;16:e59768. [PMID: 38846243 PMCID: PMC11153838 DOI: 10.7759/cureus.59768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/04/2024] [Indexed: 06/09/2024]  Open
16
Armoundas AA, Narayan SM, Arnett DK, Spector-Bagdady K, Bennett DA, Celi LA, Friedman PA, Gollob MH, Hall JL, Kwitek AE, Lett E, Menon BK, Sheehan KA, Al-Zaiti SS. Use of Artificial Intelligence in Improving Outcomes in Heart Disease: A Scientific Statement From the American Heart Association. Circulation 2024;149:e1028-e1050. [PMID: 38415358 PMCID: PMC11042786 DOI: 10.1161/cir.0000000000001201] [Citation(s) in RCA: 50] [Impact Index Per Article: 50.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/29/2024]
17
Zhao Z, Zhang Y, Su J, Yang L, Pang L, Gao Y, Wang H. A comprehensive review for artificial intelligence on neuroimaging in rehabilitation of ischemic stroke. Front Neurol 2024;15:1367854. [PMID: 38606275 PMCID: PMC11007047 DOI: 10.3389/fneur.2024.1367854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 03/08/2024] [Indexed: 04/13/2024]  Open
18
Fu H, Novak A, Robert D, Kumar S, Tanamala S, Oke J, Bhatia K, Shah R, Romsauerova A, Das T, Espinosa A, Grzeda MT, Narbone M, Dharmadhikari R, Harrison M, Vimalesvaran K, Gooch J, Woznitza N, Salik N, Campbell A, Khan F, Lowe DJ, Shuaib H, Ather S. AI assisted reader evaluation in acute CT head interpretation (AI-REACT): protocol for a multireader multicase study. BMJ Open 2024;14:e079824. [PMID: 38346874 PMCID: PMC10862304 DOI: 10.1136/bmjopen-2023-079824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 01/28/2024] [Indexed: 02/15/2024]  Open
19
Wu Y, Egan C, Olvera-Barrios A, Scheppke L, Peto T, Charbel Issa P, Heeren TFC, Leung I, Rajesh AE, Tufail A, Lee CS, Chew EY, Friedlander M, Lee AY. Developing a Continuous Severity Scale for Macular Telangiectasia Type 2 Using Deep Learning and Implications for Disease Grading. Ophthalmology 2024;131:219-226. [PMID: 37739233 PMCID: PMC10841914 DOI: 10.1016/j.ophtha.2023.09.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 09/11/2023] [Accepted: 09/13/2023] [Indexed: 09/24/2023]  Open
20
Wu M, Yu K, Zhao Z, Zhu B. Knowledge structure and global trends of machine learning in stroke over the past decade: A scientometric analysis. Heliyon 2024;10:e24230. [PMID: 38288018 PMCID: PMC10823080 DOI: 10.1016/j.heliyon.2024.e24230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 11/23/2023] [Accepted: 01/04/2024] [Indexed: 01/31/2024]  Open
21
Kong J, Zhang D. Current status and quality of radiomics studies for predicting outcome in acute ischemic stroke patients: a systematic review and meta-analysis. Front Neurol 2024;14:1335851. [PMID: 38229595 PMCID: PMC10789857 DOI: 10.3389/fneur.2023.1335851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 12/15/2023] [Indexed: 01/18/2024]  Open
22
Liang J, Feng J, Lin Z, Wei J, Luo X, Wang QM, He B, Chen H, Ye Y. Research on prognostic risk assessment model for acute ischemic stroke based on imaging and multidimensional data. Front Neurol 2023;14:1294723. [PMID: 38192576 PMCID: PMC10773779 DOI: 10.3389/fneur.2023.1294723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 11/30/2023] [Indexed: 01/10/2024]  Open
23
Yang Y, Huan X, Guo D, Wang X, Niu S, Li K. Performance of deep learning-based autodetection of arterial stenosis on head and neck CT angiography: an independent external validation study. LA RADIOLOGIA MEDICA 2023;128:1103-1115. [PMID: 37464200 DOI: 10.1007/s11547-023-01683-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Accepted: 07/10/2023] [Indexed: 07/20/2023]
24
Zhan Z, Gu F, Ji Y, Zhang Y, Ge Y, Wang Z. Thrombectomy with and without computed tomography perfusion imaging for large-vessel occlusion stroke in the extended time window: a meta-analysis of randomized clinical trials. Front Neurol 2023;14:1185554. [PMID: 37669248 PMCID: PMC10470654 DOI: 10.3389/fneur.2023.1185554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 07/27/2023] [Indexed: 09/07/2023]  Open
25
Pierre K, Haneberg AG, Kwak S, Peters KR, Hochhegger B, Sananmuang T, Tunlayadechanont P, Tighe PJ, Mancuso A, Forghani R. Applications of Artificial Intelligence in the Radiology Roundtrip: Process Streamlining, Workflow Optimization, and Beyond. Semin Roentgenol 2023;58:158-169. [PMID: 37087136 DOI: 10.1053/j.ro.2023.02.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Accepted: 02/14/2023] [Indexed: 04/24/2023]
26
Chen M. JNIS spotlight: commissioned reviews. J Neurointerv Surg 2023;15:jnis-2022-020019. [PMID: 36593117 DOI: 10.1136/jnis-2022-020019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/20/2022] [Indexed: 01/04/2023]
27
Cui L, Fan Z, Yang Y, Liu R, Wang D, Feng Y, Lu J, Fan Y. Deep Learning in Ischemic Stroke Imaging Analysis: A Comprehensive Review. BIOMED RESEARCH INTERNATIONAL 2022;2022:2456550. [PMID: 36420096 PMCID: PMC9678444 DOI: 10.1155/2022/2456550] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 09/27/2022] [Accepted: 10/20/2022] [Indexed: 09/15/2023]
28
Rohde S, Münnich N. [Artificial intelligence in orthopaedic and trauma surgery imaging]. ORTHOPADIE (HEIDELBERG, GERMANY) 2022;51:748-756. [PMID: 35980460 DOI: 10.1007/s00132-022-04293-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/25/2022] [Indexed: 06/15/2023]
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