159 related articles for article (PubMed ID: 35804834)
1. Considerations for the Use of Machine Learning Extracted Real-World Data to Support Evidence Generation: A Research-Centric Evaluation Framework.
Estevez M; Benedum CM; Jiang C; Cohen AB; Phadke S; Sarkar S; Bozkurt S
Cancers (Basel); 2022 Jun; 14(13):. PubMed ID: 35804834
[TBL] [Abstract][Full Text] [Related]
2. Replication of Real-World Evidence in Oncology Using Electronic Health Record Data Extracted by Machine Learning.
Benedum CM; Sondhi A; Fidyk E; Cohen AB; Nemeth S; Adamson B; Estévez M; Bozkurt S
Cancers (Basel); 2023 Mar; 15(6):. PubMed ID: 36980739
[TBL] [Abstract][Full Text] [Related]
3. Approach to machine learning for extraction of real-world data variables from electronic health records.
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
Front Pharmacol; 2023; 14():1180962. PubMed ID: 37781703
[No Abstract] [Full Text] [Related]
4. Generating real-world evidence from unstructured clinical notes to examine clinical utility of genetic tests: use case in BRCAness.
Zhao Y; Weroha SJ; Goode EL; Liu H; Wang C
BMC Med Inform Decis Mak; 2021 Jan; 21(1):3. PubMed ID: 33407429
[TBL] [Abstract][Full Text] [Related]
5. Automating Access to Real-World Evidence.
Gauthier MP; Law JH; Le LW; Li JJN; Zahir S; Nirmalakumar S; Sung M; Pettengell C; Aviv S; Chu R; Sacher A; Liu G; Bradbury P; Shepherd FA; Leighl NB
JTO Clin Res Rep; 2022 Jun; 3(6):100340. PubMed ID: 35719866
[TBL] [Abstract][Full Text] [Related]
6. Real world evidence in cardiovascular medicine: ensuring data validity in electronic health record-based studies.
Hernandez-Boussard T; Monda KL; Crespo BC; Riskin D
J Am Med Inform Assoc; 2019 Nov; 26(11):1189-1194. PubMed ID: 31414700
[TBL] [Abstract][Full Text] [Related]
7. Applying interpretable deep learning models to identify chronic cough patients using EHR data.
Luo X; Gandhi P; Zhang Z; Shao W; Han Z; Chandrasekaran V; Turzhitsky V; Bali V; Roberts AR; Metzger M; Baker J; La Rosa C; Weaver J; Dexter P; Huang K
Comput Methods Programs Biomed; 2021 Oct; 210():106395. PubMed ID: 34525412
[TBL] [Abstract][Full Text] [Related]
8. Machine learning and natural language processing (NLP) approach to predict early progression to first-line treatment in real-world hormone receptor-positive (HR+)/HER2-negative advanced breast cancer patients.
Ribelles N; Jerez JM; Rodriguez-Brazzarola P; Jimenez B; Diaz-Redondo T; Mesa H; Marquez A; Sanchez-Muñoz A; Pajares B; Carabantes F; Bermejo MJ; Villar E; Dominguez-Recio ME; Saez E; Galvez L; Godoy A; Franco L; Ruiz-Medina S; Lopez I; Alba E
Eur J Cancer; 2021 Feb; 144():224-231. PubMed ID: 33373867
[TBL] [Abstract][Full Text] [Related]
9. Artificial Intelligence Learning Semantics via External Resources for Classifying Diagnosis Codes in Discharge Notes.
Lin C; Hsu CJ; Lou YS; Yeh SJ; Lee CC; Su SL; Chen HC
J Med Internet Res; 2017 Nov; 19(11):e380. PubMed ID: 29109070
[TBL] [Abstract][Full Text] [Related]
10. From real-world electronic health record data to real-world results using artificial intelligence.
Knevel R; Liao KP
Ann Rheum Dis; 2023 Mar; 82(3):306-311. PubMed ID: 36150748
[TBL] [Abstract][Full Text] [Related]
11. Extraction of Information Related to Drug Safety Surveillance From Electronic Health Record Notes: Joint Modeling of Entities and Relations Using Knowledge-Aware Neural Attentive Models.
Dandala B; Joopudi V; Tsou CH; Liang JJ; Suryanarayanan P
JMIR Med Inform; 2020 Jul; 8(7):e18417. PubMed ID: 32459650
[TBL] [Abstract][Full Text] [Related]
12. Developing Real-world Evidence-Ready Datasets: Time for Clinician Engagement.
Snyder JM; Pawloski JA; Poisson LM
Curr Oncol Rep; 2020 Apr; 22(5):45. PubMed ID: 32297007
[TBL] [Abstract][Full Text] [Related]
13. Postprediction Inference for Clinical Characteristics Extracted With Machine Learning on Electronic Health Records.
Sondhi A; Rich AS; Wang S; Leek JT
JCO Clin Cancer Inform; 2023 May; 7():e2200174. PubMed ID: 37159871
[TBL] [Abstract][Full Text] [Related]
14. Bridging the divide between clinical research and clinical care in oncology: An integrated real-world evidence generation platform.
Bourla AB; Meropol NJ
Digit Health; 2021; 7():20552076211059975. PubMed ID: 34868623
[TBL] [Abstract][Full Text] [Related]
15. Handwork vs machine: a comparison of rheumatoid arthritis patient populations as identified from EHR free-text by diagnosis extraction through machine-learning or traditional criteria-based chart review.
Maarseveen TD; Maurits MP; Niemantsverdriet E; van der Helm-van Mil AHM; Huizinga TWJ; Knevel R
Arthritis Res Ther; 2021 Jun; 23(1):174. PubMed ID: 34158089
[TBL] [Abstract][Full Text] [Related]
16. A natural language processing pipeline to synthesize patient-generated notes toward improving remote care and chronic disease management: a cystic fibrosis case study.
Hussain SA; Sezgin E; Krivchenia K; Luna J; Rust S; Huang Y
JAMIA Open; 2021 Jul; 4(3):ooab084. PubMed ID: 34604710
[TBL] [Abstract][Full Text] [Related]
17. Real-World Data and Evidence in Lung Cancer: A Review of Recent Developments.
Kokkotou E; Anagnostakis M; Evangelou G; Syrigos NK; Gkiozos I
Cancers (Basel); 2024 Apr; 16(7):. PubMed ID: 38611092
[TBL] [Abstract][Full Text] [Related]
18. Clinical Characteristics and Prognostic Factors for Intensive Care Unit Admission of Patients With COVID-19: Retrospective Study Using Machine Learning and Natural Language Processing.
Izquierdo JL; Ancochea J; ; Soriano JB
J Med Internet Res; 2020 Oct; 22(10):e21801. PubMed ID: 33090964
[TBL] [Abstract][Full Text] [Related]
19. Clinical Text Data in Machine Learning: Systematic Review.
Spasic I; Nenadic G
JMIR Med Inform; 2020 Mar; 8(3):e17984. PubMed ID: 32229465
[TBL] [Abstract][Full Text] [Related]
20. Toward structuring real-world data: Deep learning for extracting oncology information from clinical text with patient-level supervision.
Preston S; Wei M; Rao R; Tinn R; Usuyama N; Lucas M; Gu Y; Weerasinghe R; Lee S; Piening B; Tittel P; Valluri N; Naumann T; Bifulco C; Poon H
Patterns (N Y); 2023 Apr; 4(4):100726. PubMed ID: 37123439
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
