Nichols M - Search Results

1

Development and Temporal Validation of a Machine Learning Model to Predict Clinical Deterioration.

Foote HP, Shaikh Z, Witt D, Shen T, Ratliff W, Shi H, Gao M, Nichols M, Sendak M, Balu S, Osborne K, Kumar KR, Jackson K, McCrary AW, Li JS. Foote HP, et al. Among authors: nichols m. Hosp Pediatr. 2024 Jan 1;14(1):11-20. doi: 10.1542/hpeds.2023-007308. Hosp Pediatr. 2024. PMID: 38053467

2

Machine Learning in Health Care: A Critical Appraisal of Challenges and Opportunities.

Sendak M, Gao M, Nichols M, Lin A, Balu S. Sendak M, et al. Among authors: nichols m. EGEMS (Wash DC). 2019 Jan 24;7(1):1. doi: 10.5334/egems.287. EGEMS (Wash DC). 2019. PMID: 30705919 Free PMC article.

3

Assessing Quality of Surgical Real-World Data from an Automated Electronic Health Record Pipeline.

Corey KM, Helmkamp J, Simons M, Curtis L, Marsolo K, Balu S, Gao M, Nichols M, Watson J, Mureebe L, Kirk AD, Sendak M. Corey KM, et al. Among authors: nichols m. J Am Coll Surg. 2020 Mar;230(3):295-305.e12. doi: 10.1016/j.jamcollsurg.2019.12.005. Epub 2020 Jan 13. J Am Coll Surg. 2020. PMID: 31945461

4

Prospective and External Evaluation of a Machine Learning Model to Predict In-Hospital Mortality of Adults at Time of Admission.

Brajer N, Cozzi B, Gao M, Nichols M, Revoir M, Balu S, Futoma J, Bae J, Setji N, Hernandez A, Sendak M. Brajer N, et al. Among authors: nichols m. JAMA Netw Open. 2020 Feb 5;3(2):e1920733. doi: 10.1001/jamanetworkopen.2019.20733. JAMA Netw Open. 2020. PMID: 32031645 Free article.

5

Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study.

Sendak MP, Ratliff W, Sarro D, Alderton E, Futoma J, Gao M, Nichols M, Revoir M, Yashar F, Miller C, Kester K, Sandhu S, Corey K, Brajer N, Tan C, Lin A, Brown T, Engelbosch S, Anstrom K, Elish MC, Heller K, Donohoe R, Theiling J, Poon E, Balu S, Bedoya A, O'Brien C. Sendak MP, et al. Among authors: nichols m. JMIR Med Inform. 2020 Jul 15;8(7):e15182. doi: 10.2196/15182. JMIR Med Inform. 2020. PMID: 32673244 Free PMC article.

6

Machine learning for early detection of sepsis: an internal and temporal validation study.

Bedoya AD, Futoma J, Clement ME, Corey K, Brajer N, Lin A, Simons MG, Gao M, Nichols M, Balu S, Heller K, Sendak M, O'Brien C. Bedoya AD, et al. Among authors: nichols m. JAMIA Open. 2020 Apr 11;3(2):252-260. doi: 10.1093/jamiaopen/ooaa006. eCollection 2020 Jul. JAMIA Open. 2020. PMID: 32734166 Free PMC article.

7

Predicting Hospital Utilization and Inpatient Mortality of Patients Tested for COVID-19.

Davis C, Gao M, Nichols M, Henao R. Davis C, et al. Among authors: nichols m. medRxiv [Preprint]. 2020 Dec 7:2020.12.04.20244137. doi: 10.1101/2020.12.04.20244137. medRxiv. 2020. PMID: 33330887 Free PMC article. Preprint.

8

Impact of diagnosis code grouping method on clinical prediction model performance: A multi-site retrospective observational study.

Kansal A, Gao M, Balu S, Nichols M, Corey K, Kashyap S, Sendak M. Kansal A, et al. Among authors: nichols m. Int J Med Inform. 2021 Jul;151:104466. doi: 10.1016/j.ijmedinf.2021.104466. Epub 2021 Apr 16. Int J Med Inform. 2021. PMID: 33933904

9

Preliminary results of a clinical research and innovation scholarship to prepare medical students to lead innovations in health care.

Sendak MP, Gao M, Ratliff W, Whalen K, Nichols M, Futoma J, Balu S. Sendak MP, et al. Among authors: nichols m. Healthc (Amst). 2021 Sep;9(3):100555. doi: 10.1016/j.hjdsi.2021.100555. Epub 2021 May 3. Healthc (Amst). 2021. PMID: 33957456

10

Development and Validation of Machine Learning Models to Predict Admission From Emergency Department to Inpatient and Intensive Care Units.

Fenn A, Davis C, Buckland DM, Kapadia N, Nichols M, Gao M, Knechtle W, Balu S, Sendak M, Theiling BJ. Fenn A, et al. Among authors: nichols m. Ann Emerg Med. 2021 Aug;78(2):290-302. doi: 10.1016/j.annemergmed.2021.02.029. Epub 2021 May 8. Ann Emerg Med. 2021. PMID: 33972128

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