Ratliff W - 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: ratliff w. Hosp Pediatr. 2024 Jan 1;14(1):11-20. doi: 10.1542/hpeds.2023-007308. Hosp Pediatr. 2024. PMID: 38053467

2

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: ratliff w. JMIR Med Inform. 2020 Jul 15;8(7):e15182. doi: 10.2196/15182. JMIR Med Inform. 2020. PMID: 32673244 Free PMC article.

3

Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study.

Sandhu S, Lin AL, Brajer N, Sperling J, Ratliff W, Bedoya AD, Balu S, O'Brien C, Sendak MP. Sandhu S, et al. Among authors: ratliff w. J Med Internet Res. 2020 Nov 19;22(11):e22421. doi: 10.2196/22421. J Med Internet Res. 2020. PMID: 33211015 Free PMC article.

4

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: ratliff w. Healthc (Amst). 2021 Sep;9(3):100555. doi: 10.1016/j.hjdsi.2021.100555. Epub 2021 May 3. Healthc (Amst). 2021. PMID: 33957456

5

Looking for clinician involvement under the wrong lamp post: The need for collaboration measures.

Sendak MP, Gao M, Ratliff W, Nichols M, Bedoya A, O'Brien C, Balu S. Sendak MP, et al. Among authors: ratliff w. J Am Med Inform Assoc. 2021 Oct 12;28(11):2541-2542. doi: 10.1093/jamia/ocab129. J Am Med Inform Assoc. 2021. PMID: 34498049 Free PMC article. No abstract available.

6

Use of convolutional neural networks in skin lesion analysis using real world image and non-image data.

Wong SC, Ratliff W, Xia M, Park C, Sendak M, Balu S, Henao R, Carin L, Kheterpal MK. Wong SC, et al. Among authors: ratliff w. Front Med (Lausanne). 2022 Oct 19;9:946937. doi: 10.3389/fmed.2022.946937. eCollection 2022. Front Med (Lausanne). 2022. PMID: 36341258 Free PMC article.

7

Accelerating health system innovation: principles and practices from the Duke Institute for Health Innovation.

Sandhu S, Sendak MP, Ratliff W, Knechtle W, Fulkerson WJ Jr, Balu S. Sandhu S, et al. Among authors: ratliff w. Patterns (N Y). 2023 Mar 22;4(4):100710. doi: 10.1016/j.patter.2023.100710. eCollection 2023 Apr 14. Patterns (N Y). 2023. PMID: 37123436 Free PMC article. Review.

8

Risk of in-hospital Deterioration for Children with Single Ventricle Physiology.

Foote HP, Lee GS, Gonzalez CD, Shaik Z, Ratliff W, Gao M, Hintze B, Sendak M, Jackson KW, Kumar KR, Li JS, McCrary AW. Foote HP, et al. Among authors: ratliff w. Pediatr Cardiol. 2023 Aug;44(6):1293-1301. doi: 10.1007/s00246-023-03191-0. Epub 2023 May 30. Pediatr Cardiol. 2023. PMID: 37249601 Free PMC article.

9

Development and Integration of Machine Learning Algorithm to Identify Peripheral Arterial Disease: Multistakeholder Qualitative Study.

Wang SM, Hogg HDJ, Sangvai D, Patel MR, Weissler EH, Kellogg KC, Ratliff W, Balu S, Sendak M. Wang SM, et al. Among authors: ratliff w. JMIR Form Res. 2023 Sep 21;7:e43963. doi: 10.2196/43963. JMIR Form Res. 2023. PMID: 37733427 Free PMC article.

10

Development and Validation of a Natural Language Processing Model to Identify Low-Risk Pulmonary Embolism in Real Time to Facilitate Safe Outpatient Management.

Amin KD, Weissler EH, Ratliff W, Sullivan AE, Holder TA, Bury C, Francis S, Theiling BJ, Hintze B, Gao M, Nichols M, Balu S, Jones WS, Sendak M. Amin KD, et al. Among authors: ratliff w. Ann Emerg Med. 2024 Aug;84(2):118-127. doi: 10.1016/j.annemergmed.2024.01.036. Epub 2024 Mar 2. Ann Emerg Med. 2024. PMID: 38441514

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