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For: Zeng Z, Espino S, Roy A, Li X, Khan SA, Clare SE, Jiang X, Neapolitan R, Luo Y. Using natural language processing and machine learning to identify breast cancer local recurrence. BMC Bioinformatics 2018;19:498. [PMID: 30591037 PMCID: PMC6309052 DOI: 10.1186/s12859-018-2466-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]  Open
Number Cited by Other Article(s)
1
Wang S, Wang X, Xia J, Mu Q. Identification of M1 macrophage infiltration-related genes for immunotherapy in Her2-positive breast cancer based on bioinformatics analysis and machine learning. Sci Rep 2025;15:12525. [PMID: 40216945 PMCID: PMC11992169 DOI: 10.1038/s41598-025-96917-4] [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: 08/26/2024] [Accepted: 04/01/2025] [Indexed: 04/14/2025]  Open
2
Lee K, Liu Z, Huang Q, Corrigan D, Kalsekar I, Jun T, Stolovitzky G, Oh WK, Rajaram R, Wang X. Decoding Recurrence in Early-Stage and Locoregionally Advanced Non-Small Cell Lung Cancer: Insights From Electronic Health Records and Natural Language Processing. JCO Clin Cancer Inform 2025;9:e2400227. [PMID: 40249880 PMCID: PMC12011440 DOI: 10.1200/cci-24-00227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 01/20/2025] [Accepted: 03/04/2025] [Indexed: 04/20/2025]  Open
3
Silveira JA, da Silva AR, de Lima MZT. Harnessing artificial intelligence for predicting breast cancer recurrence: a systematic review of clinical and imaging data. Discov Oncol 2025;16:135. [PMID: 39921795 PMCID: PMC11807043 DOI: 10.1007/s12672-025-01908-6] [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: 10/17/2024] [Accepted: 02/03/2025] [Indexed: 02/10/2025]  Open
4
Lee JJ, Zepeda A, Arbour G, Isaac KV, Ng RT, Nichol AM. Automated Identification of Breast Cancer Relapse in Computed Tomography Reports Using Natural Language Processing. JCO Clin Cancer Inform 2024;8:e2400107. [PMID: 39705642 DOI: 10.1200/cci.24.00107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 08/15/2024] [Accepted: 10/18/2024] [Indexed: 12/22/2024]  Open
5
Lee S, Kim JH, Ha HI, Lim MC, Cho H. Development of an Automatic Rule-Based Algorithm for the Detection of Ovarian Cancer Recurrence From Electronic Health Records. JCO Clin Cancer Inform 2024;8:e2300150. [PMID: 38442323 PMCID: PMC10927333 DOI: 10.1200/cci.23.00150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 12/18/2023] [Accepted: 01/10/2024] [Indexed: 03/07/2024]  Open
6
Aiello Bowles EJ, Kroenke CH, Chubak J, Bhimani J, O'Connell K, Brandzel S, Valice E, Doud R, Theis MK, Roh JM, Heon N, Persaud S, Griggs JJ, Bandera EV, Kushi LH, Kantor ED. Evaluation of Algorithms Using Automated Health Plan Data to Identify Breast Cancer Recurrences. Cancer Epidemiol Biomarkers Prev 2024;33:355-364. [PMID: 38088912 PMCID: PMC10922110 DOI: 10.1158/1055-9965.epi-23-0782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 11/20/2023] [Accepted: 12/11/2023] [Indexed: 02/12/2024]  Open
7
Shahzad M, Rafi M, Alhalabi W, Minaz Ali N, Anwar MS, Jamal S, Barket Ali M, Alqurashi FA. Classification of clinically actionable genetic mutations in cancer patients. Front Mol Biosci 2024;10:1277862. [PMID: 38274098 PMCID: PMC10808303 DOI: 10.3389/fmolb.2023.1277862] [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: 08/21/2023] [Accepted: 12/20/2023] [Indexed: 01/27/2024]  Open
8
Simoulin A, Thiebaut N, Neuberger K, Ibnouhsein I, Brunel N, Viné R, Bousquet N, Latapy J, Reix N, Molière S, Lodi M, Mathelin C. From free-text electronic health records to structured cohorts: Onconum, an innovative methodology for real-world data mining in breast cancer. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;240:107693. [PMID: 37453367 DOI: 10.1016/j.cmpb.2023.107693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 05/25/2023] [Accepted: 06/23/2023] [Indexed: 07/18/2023]
9
Adamson B, Waskom M, Blarre A, Kelly J, Krismer K, Nemeth S, Gippetti J, Ritten J, Harrison K, Ho G, Linzmayer R, Bansal T, Wilkinson S, Amster G, Estola E, Benedum CM, Fidyk E, Estévez M, Shapiro W, Cohen AB. Approach to machine learning for extraction of real-world data variables from electronic health records. Front Pharmacol 2023;14:1180962. [PMID: 37781703 PMCID: PMC10541019 DOI: 10.3389/fphar.2023.1180962] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 08/25/2023] [Indexed: 10/03/2023]  Open
10
González-Castro L, Chávez M, Duflot P, Bleret V, Martin AG, Zobel M, Nateqi J, Lin S, Pazos-Arias JJ, Del Fiol G, López-Nores M. Machine Learning Algorithms to Predict Breast Cancer Recurrence Using Structured and Unstructured Sources from Electronic Health Records. Cancers (Basel) 2023;15:2741. [PMID: 37345078 DOI: 10.3390/cancers15102741] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 04/26/2023] [Accepted: 05/06/2023] [Indexed: 06/23/2023]  Open
11
Diab KM, Deng J, Wu Y, Yesha Y, Collado-Mesa F, Nguyen P. Natural Language Processing for Breast Imaging: A Systematic Review. Diagnostics (Basel) 2023;13:diagnostics13081420. [PMID: 37189521 DOI: 10.3390/diagnostics13081420] [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: 03/16/2023] [Revised: 04/05/2023] [Accepted: 04/11/2023] [Indexed: 05/17/2023]  Open
12
Habbous S, Barisic A, Homenauth E, Kandasamy S, Forster K, Eisen A, Holloway C. Estimating the incidence of breast cancer recurrence using administrative data. Breast Cancer Res Treat 2023;198:509-522. [PMID: 36422755 DOI: 10.1007/s10549-022-06812-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 11/09/2022] [Indexed: 11/25/2022]
13
Bhakar S, Sinwar D, Pradhan N, Dhaka VS, Cherrez-Ojeda I, Parveen A, Hassan MU. Computational Intelligence-Based Disease Severity Identification: A Review of Multidisciplinary Domains. Diagnostics (Basel) 2023;13:diagnostics13071212. [PMID: 37046431 PMCID: PMC10093052 DOI: 10.3390/diagnostics13071212] [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: 01/29/2023] [Revised: 03/06/2023] [Accepted: 03/08/2023] [Indexed: 04/14/2023]  Open
14
Puts S, Nobel M, Zegers C, Bermejo I, Robben S, Dekker A. How Natural Language Processing Can Aid With Pulmonary Oncology Tumor Node Metastasis Staging From Free-Text Radiology Reports: Algorithm Development and Validation. JMIR Form Res 2023;7:e38125. [PMID: 36947118 PMCID: PMC10131747 DOI: 10.2196/38125] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 09/25/2022] [Accepted: 12/22/2022] [Indexed: 03/23/2023]  Open
15
Wi S, Goldhoff PE, Fuller LA, Grewal K, Wentzensen N, Clarke MA, Lorey TS. Using Natural Language Processing to Improve Discrete Data Capture From Interpretive Cervical Biopsy Diagnoses at a Large Health Care Organization. Arch Pathol Lab Med 2023;147:222-226. [PMID: 35390126 DOI: 10.5858/arpa.2021-0410-oa] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/15/2021] [Indexed: 02/05/2023]
16
Li C, Weng Y, Zhang Y, Wang B. A Systematic Review of Application Progress on Machine Learning-Based Natural Language Processing in Breast Cancer over the Past 5 Years. Diagnostics (Basel) 2023;13:diagnostics13030537. [PMID: 36766641 PMCID: PMC9913934 DOI: 10.3390/diagnostics13030537] [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: 01/20/2023] [Accepted: 01/24/2023] [Indexed: 02/04/2023]  Open
17
Natural Language Processing Applications for Computer-Aided Diagnosis in Oncology. Diagnostics (Basel) 2023;13:diagnostics13020286. [PMID: 36673096 PMCID: PMC9857980 DOI: 10.3390/diagnostics13020286] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 12/24/2022] [Accepted: 01/05/2023] [Indexed: 01/15/2023]  Open
18
Chan RC, To CKC, Cheng KCT, Yoshikazu T, Yan LLA, Tse GM. Artificial intelligence in breast cancer histopathology. Histopathology 2023;82:198-210. [PMID: 36482271 DOI: 10.1111/his.14820] [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: 08/01/2022] [Revised: 09/22/2022] [Accepted: 09/28/2022] [Indexed: 12/13/2022]
19
Pan LC, Wu XR, Lu Y, Zhang HQ, Zhou YL, Liu X, Liu SL, Yan QY. Artificial intelligence empowered digital health technologies in cancer survivorship care: A scoping review. Asia Pac J Oncol Nurs 2022;9:100127. [PMID: 36176267 PMCID: PMC9513729 DOI: 10.1016/j.apjon.2022.100127] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 07/29/2022] [Indexed: 12/03/2022]  Open
20
Li Y, Wu X, Yang P, Jiang G, Luo Y. Machine Learning for Lung Cancer Diagnosis, Treatment, and Prognosis. GENOMICS, PROTEOMICS & BIOINFORMATICS 2022;20:850-866. [PMID: 36462630 PMCID: PMC10025752 DOI: 10.1016/j.gpb.2022.11.003] [Citation(s) in RCA: 66] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 10/03/2022] [Accepted: 11/17/2022] [Indexed: 12/03/2022]
21
Jiang X, Xu C. Deep Learning and Machine Learning with Grid Search to Predict Later Occurrence of Breast Cancer Metastasis Using Clinical Data. J Clin Med 2022;11:jcm11195772. [PMID: 36233640 PMCID: PMC9570670 DOI: 10.3390/jcm11195772] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/30/2022] [Accepted: 09/21/2022] [Indexed: 11/16/2022]  Open
22
Nandish S, R J P, N M N. Natural Language Processing Approaches for Automated Multilevel and Multiclass Classification of Breast Lesions on Free-Text Cytopathology Reports. JCO Clin Cancer Inform 2022;6:e2200036. [PMID: 36103641 DOI: 10.1200/cci.22.00036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]  Open
23
Wang L, Fu S, Wen A, Ruan X, He H, Liu S, Moon S, Mai M, Riaz IB, Wang N, Yang P, Xu H, Warner JL, Liu H. Assessment of Electronic Health Record for Cancer Research and Patient Care Through a Scoping Review of Cancer Natural Language Processing. JCO Clin Cancer Inform 2022;6:e2200006. [PMID: 35917480 PMCID: PMC9470142 DOI: 10.1200/cci.22.00006] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 03/18/2022] [Accepted: 06/15/2022] [Indexed: 11/20/2022]  Open
24
Khair S, Dort JC, Quan ML, Cheung WY, Sauro KM, Nakoneshny SC, Popowich BL, Liu P, Wu G, Xu Y. Validated algorithms for identifying timing of second event of oropharyngeal squamous cell carcinoma using real-world data. Head Neck 2022;44:1909-1917. [PMID: 35653151 DOI: 10.1002/hed.27109] [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: 11/12/2021] [Revised: 04/29/2022] [Accepted: 05/18/2022] [Indexed: 11/07/2022]  Open
25
Chen Y, Hao L, Zou VZ, Hollander Z, Ng RT, Isaac KV. Automated medical chart review for breast cancer outcomes research: a novel natural language processing extraction system. BMC Med Res Methodol 2022;22:136. [PMID: 35549854 PMCID: PMC9101856 DOI: 10.1186/s12874-022-01583-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 03/15/2022] [Indexed: 11/10/2022]  Open
26
Wu Q, Deng L, Jiang Y, Zhang H. Application of the Machine-Learning Model to Improve Prediction of Non-Sentinel Lymph Node Metastasis Status Among Breast Cancer Patients. Front Surg 2022;9:797377. [PMID: 35548185 PMCID: PMC9082647 DOI: 10.3389/fsurg.2022.797377] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 03/18/2022] [Indexed: 11/13/2022]  Open
27
Kaur I, Doja M, Ahmad T. Data Mining and Machine Learning in Cancer Survival Research: An Overview and Future Recommendations. J Biomed Inform 2022;128:104026. [DOI: 10.1016/j.jbi.2022.104026] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 02/07/2022] [Accepted: 02/09/2022] [Indexed: 12/29/2022]
28
Warren JL, Noone AM, Stevens J, Wu XC, Hseih MC, Mumphrey B, Schmidt R, Coyle L, Shields R, Mariotto AB. The Utility of Pathology Reports to Identify Persons With Cancer Recurrence. Med Care 2022;60:44-49. [PMID: 34812787 PMCID: PMC8720471 DOI: 10.1097/mlr.0000000000001669] [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] [Indexed: 01/03/2023]
29
Jing X. The Unified Medical Language System at 30 Years and How It Is Used and Published: Systematic Review and Content Analysis. JMIR Med Inform 2021;9:e20675. [PMID: 34236337 PMCID: PMC8433943 DOI: 10.2196/20675] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 11/25/2020] [Accepted: 07/02/2021] [Indexed: 01/22/2023]  Open
30
Holmes B, Chitale D, Loving J, Tran M, Subramanian V, Berry A, Rioth M, Warrier R, Brown T. Customizable Natural Language Processing Biomarker Extraction Tool. JCO Clin Cancer Inform 2021;5:833-841. [PMID: 34406803 DOI: 10.1200/cci.21.00017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]  Open
31
Gupta R, Srivastava D, Sahu M, Tiwari S, Ambasta RK, Kumar P. Artificial intelligence to deep learning: machine intelligence approach for drug discovery. Mol Divers 2021;25:1315-1360. [PMID: 33844136 PMCID: PMC8040371 DOI: 10.1007/s11030-021-10217-3] [Citation(s) in RCA: 424] [Impact Index Per Article: 106.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 03/22/2021] [Indexed: 02/06/2023]
32
Gupta M, Wu H, Arora S, Gupta A, Chaudhary G, Hua Q. Gene Mutation Classification through Text Evidence Facilitating Cancer Tumour Detection. JOURNAL OF HEALTHCARE ENGINEERING 2021;2021:8689873. [PMID: 34367540 PMCID: PMC8337154 DOI: 10.1155/2021/8689873] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 06/26/2021] [Accepted: 07/13/2021] [Indexed: 12/03/2022]
33
Lambert P, Pitz M, Singh H, Decker K. Evaluation of algorithms using administrative health and structured electronic medical record data to determine breast and colorectal cancer recurrence in a Canadian province : Using algorithms to determine breast and colorectal cancer recurrence. BMC Cancer 2021;21:763. [PMID: 34210266 PMCID: PMC8252227 DOI: 10.1186/s12885-021-08526-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 06/21/2021] [Indexed: 11/19/2022]  Open
34
Integrating Speculation Detection and Deep Learning to Extract Lung Cancer Diagnosis from Clinical Notes. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11020865] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
35
Kersloot MG, van Putten FJP, Abu-Hanna A, Cornet R, Arts DL. Natural language processing algorithms for mapping clinical text fragments onto ontology concepts: a systematic review and recommendations for future studies. J Biomed Semantics 2020;11:14. [PMID: 33198814 PMCID: PMC7670625 DOI: 10.1186/s13326-020-00231-z] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 11/03/2020] [Indexed: 12/23/2022]  Open
36
Jiang H, Mao H, Lu H, Lin P, Garry W, Lu H, Yang G, Rainer TH, Chen X. Machine learning-based models to support decision-making in emergency department triage for patients with suspected cardiovascular disease. Int J Med Inform 2020;145:104326. [PMID: 33197878 DOI: 10.1016/j.ijmedinf.2020.104326] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Revised: 10/16/2020] [Accepted: 10/30/2020] [Indexed: 12/23/2022]
37
Zeng Z, Amin A, Roy A, Pulliam NE, Karavites LC, Espino S, Helenowski I, Li X, Luo Y, Khan SA. Preoperative magnetic resonance imaging use and oncologic outcomes in premenopausal breast cancer patients. NPJ Breast Cancer 2020;6:49. [PMID: 33083528 PMCID: PMC7532157 DOI: 10.1038/s41523-020-00192-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Accepted: 08/21/2020] [Indexed: 12/21/2022]  Open
38
Banerjee I, Bozkurt S, Caswell-Jin JL, Kurian AW, Rubin DL. Natural Language Processing Approaches to Detect the Timeline of Metastatic Recurrence of Breast Cancer. JCO Clin Cancer Inform 2020;3:1-12. [PMID: 31584836 DOI: 10.1200/cci.19.00034] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]  Open
39
Wang J, Deng H, Liu B, Hu A, Liang J, Fan L, Zheng X, Wang T, Lei J. Systematic Evaluation of Research Progress on Natural Language Processing in Medicine Over the Past 20 Years: Bibliometric Study on PubMed. J Med Internet Res 2020;22:e16816. [PMID: 32012074 PMCID: PMC7005695 DOI: 10.2196/16816] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 12/05/2019] [Accepted: 12/15/2019] [Indexed: 12/15/2022]  Open
40
Hughes KS, Zhou J, Bao Y, Singh P, Wang J, Yin K. Natural language processing to facilitate breast cancer research and management. Breast J 2019;26:92-99. [PMID: 31854067 DOI: 10.1111/tbj.13718] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 10/02/2019] [Indexed: 12/23/2022]
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Petch J, Batt J, Murray J, Mamdani M. Extracting Clinical Features From Dictated Ambulatory Consult Notes Using a Commercially Available Natural Language Processing Tool: Pilot, Retrospective, Cross-Sectional Validation Study. JMIR Med Inform 2019;7:e12575. [PMID: 31682579 PMCID: PMC6913750 DOI: 10.2196/12575] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 05/12/2019] [Accepted: 08/29/2019] [Indexed: 11/13/2022]  Open
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Kim E, Rubinstein SM, Nead KT, Wojcieszynski AP, Gabriel PE, Warner JL. The Evolving Use of Electronic Health Records (EHR) for Research. Semin Radiat Oncol 2019;29:354-361. [DOI: 10.1016/j.semradonc.2019.05.010] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
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Zeng Z, Zhao Y, Sun M, Vo AH, Starren J, Luo Y. Rich Text Formatted EHR Narratives: A Hidden and Ignored Trove. Stud Health Technol Inform 2019;264:472-476. [PMID: 31437968 PMCID: PMC8060951 DOI: 10.3233/shti190266] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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Jiang X, Wells A, Brufsky A, Neapolitan R. A clinical decision support system learned from data to personalize treatment recommendations towards preventing breast cancer metastasis. PLoS One 2019;14:e0213292. [PMID: 30849111 PMCID: PMC6407919 DOI: 10.1371/journal.pone.0213292] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Accepted: 02/18/2019] [Indexed: 12/18/2022]  Open
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Liu X, Xie L, Wu Z, Wang K, Zhao Z, Ruan J, Zhi D. The International Conference on Intelligent Biology and Medicine (ICIBM) 2018: bioinformatics towards translational applications. BMC Bioinformatics 2018;19:492. [PMID: 30591012 PMCID: PMC6309051 DOI: 10.1186/s12859-018-2460-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]  Open
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