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For: Kulshrestha S, Dligach D, Joyce C, Baker MS, Gonzalez R, O’Rourke AP, Glazer JM, Stey A, Kruser JM, Churpek MM, Afshar M. Prediction of severe chest injury using natural language processing from the electronic health record. Injury 2021;52:205-212. [PMID: 33131794 PMCID: PMC7856032 DOI: 10.1016/j.injury.2020.10.094] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 10/02/2020] [Accepted: 10/23/2020] [Indexed: 02/02/2023]
Number Cited by Other Article(s)
1
Danna G, Garg R, Buchheit J, Patel R, Zhan T, Ellyn A, Maqbool F, Yala L, Moklyak Y, Frydman J, Kho A, Kong N, Furmanchuk A, Lundberg A, Stey AM. Prediction of intra-abdominal injury using natural language processing of electronic medical record data. Surgery 2024:S0039-6060(24)00373-8. [PMID: 38972771 DOI: 10.1016/j.surg.2024.05.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 05/12/2024] [Accepted: 05/28/2024] [Indexed: 07/09/2024]
2
Miller M, Jorm L, Partyka C, Burns B, Habig K, Oh C, Immens S, Ballard N, Gallego B. Identifying prehospital trauma patients from ambulance patient care records; comparing two methods using linked data in New South Wales, Australia. Injury 2024;55:111570. [PMID: 38664086 DOI: 10.1016/j.injury.2024.111570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 04/11/2024] [Accepted: 04/14/2024] [Indexed: 06/16/2024]
3
Karway GK, Koyner JL, Caskey J, Spicer AB, Carey KA, Gilbert ER, Dligach D, Mayampurath A, Afshar M, Churpek MM. Development and external validation of multimodal postoperative acute kidney injury risk machine learning models. JAMIA Open 2023;6:ooad109. [PMID: 38144168 PMCID: PMC10746378 DOI: 10.1093/jamiaopen/ooad109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 11/18/2023] [Accepted: 12/11/2023] [Indexed: 12/26/2023]  Open
4
Piliuk K, Tomforde S. Artificial intelligence in emergency medicine. A systematic literature review. Int J Med Inform 2023;180:105274. [PMID: 37944275 DOI: 10.1016/j.ijmedinf.2023.105274] [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: 07/25/2023] [Revised: 10/21/2023] [Accepted: 10/26/2023] [Indexed: 11/12/2023]
5
Bobba PS, Sailer A, Pruneski JA, Beck S, Mozayan A, Mozayan S, Arango J, Cohan A, Chheang S. Natural language processing in radiology: Clinical applications and future directions. Clin Imaging 2023;97:55-61. [PMID: 36889116 DOI: 10.1016/j.clinimag.2023.02.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 02/10/2023] [Accepted: 02/20/2023] [Indexed: 03/07/2023]
6
Han R, Zhang Z, Wei H, Yin D. Chinese medical event detection based on event frequency distribution ratio and document consistency. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2023;20:11063-11080. [PMID: 37322971 DOI: 10.3934/mbe.2023489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
7
Bombieri M, Rospocher M, Ponzetto SP, Fiorini P. Machine understanding surgical actions from intervention procedure textbooks. Comput Biol Med 2023;152:106415. [PMID: 36527782 DOI: 10.1016/j.compbiomed.2022.106415] [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: 09/24/2022] [Revised: 11/23/2022] [Accepted: 12/04/2022] [Indexed: 12/12/2022]
8
Baur D, Gehlen T, Scherer J, Back DA, Tsitsilonis S, Kabir K, Osterhoff G. Decision support by machine learning systems for acute management of severely injured patients: A systematic review. Front Surg 2022;9:924810. [PMID: 36299574 PMCID: PMC9589228 DOI: 10.3389/fsurg.2022.924810] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 08/31/2022] [Indexed: 11/07/2022]  Open
9
Masukawa K, Aoyama M, Yokota S, Nakamura J, Ishida R, Nakayama M, Miyashita M. Machine learning models to detect social distress, spiritual pain, and severe physical psychological symptoms in terminally ill patients with cancer from unstructured text data in electronic medical records. Palliat Med 2022;36:1207-1216. [PMID: 35773973 DOI: 10.1177/02692163221105595] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
10
Boonstra A, Laven M. Influence of artificial intelligence on the work design of emergency department clinicians a systematic literature review. BMC Health Serv Res 2022;22:669. [PMID: 35585603 PMCID: PMC9118875 DOI: 10.1186/s12913-022-08070-7] [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: 02/02/2022] [Accepted: 05/11/2022] [Indexed: 11/30/2022]  Open
11
Ren G, Yu K, Xie Z, Liu L, Wang P, Zhang W, Wang Y, Wu X. Differentiation of lumbar disc herniation and lumbar spinal stenosis using natural language processing–based machine learning based on positive symptoms. Neurosurg Focus 2022;52:E7. [DOI: 10.3171/2022.1.focus21561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 01/20/2022] [Indexed: 11/06/2022]
12
Lee DY, Kim C, Lee S, Son SJ, Cho SM, Cho YH, Lim J, Park RW. Psychosis Relapse Prediction Leveraging Electronic Health Records Data and Natural Language Processing Enrichment Methods. Front Psychiatry 2022;13:844442. [PMID: 35479497 PMCID: PMC9037331 DOI: 10.3389/fpsyt.2022.844442] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 03/09/2022] [Indexed: 12/30/2022]  Open
13
Kulshrestha S, Dligach D, Joyce C, Gonzalez R, O'Rourke AP, Glazer JM, Stey A, Kruser JM, Churpek MM, Afshar M. Comparison and interpretability of machine learning models to predict severity of chest injury. JAMIA Open 2021;4:ooab015. [PMID: 33709067 PMCID: PMC7935500 DOI: 10.1093/jamiaopen/ooab015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 02/08/2021] [Accepted: 02/12/2021] [Indexed: 11/15/2022]  Open
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