Tully JL - Search Results

1

Machine Learning Prediction Models to Reduce Length of Stay at Ambulatory Surgery Centers Through Case Resequencing.

Tully JL, Zhong W, Simpson S, Curran BP, Macias AA, Waterman RS, Gabriel RA. Tully JL, et al. J Med Syst. 2023 Jul 10;47(1):71. doi: 10.1007/s10916-023-01966-9. J Med Syst. 2023. PMID: 37428267 Free PMC article.

2

Identification of Preanesthetic History Elements by a Natural Language Processing Engine.

Suh HS, Tully JL, Meineke MN, Waterman RS, Gabriel RA. Suh HS, et al. Among authors: tully jl. Anesth Analg. 2022 Dec 1;135(6):1162-1171. doi: 10.1213/ANE.0000000000006152. Epub 2022 Jul 15. Anesth Analg. 2022. PMID: 35841317 Free PMC article.

3

Obesity and outcomes in patients undergoing upper airway surgery for obstructive sleep apnea.

Du AL, Tully JL, Curran BP, Gabriel RA. Du AL, et al. Among authors: tully jl. PLoS One. 2022 Aug 11;17(8):e0272331. doi: 10.1371/journal.pone.0272331. eCollection 2022. PLoS One. 2022. PMID: 35951502 Free PMC article.

4

An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation.

Gabriel RA, Harjai B, Simpson S, Du AL, Tully JL, George O, Waterman R. Gabriel RA, et al. Among authors: tully jl. JMIR Perioper Med. 2023 Jan 26;6:e39650. doi: 10.2196/39650. JMIR Perioper Med. 2023. PMID: 36701181 Free PMC article.

5

Constructing synthetic datasets with generative artificial intelligence to train large language models to classify acute renal failure from clinical notes.

Litake O, Park BH, Tully JL, Gabriel RA. Litake O, et al. Among authors: tully jl. J Am Med Inform Assoc. 2024 May 20;31(6):1404-1410. doi: 10.1093/jamia/ocae081. J Am Med Inform Assoc. 2024. PMID: 38622901 Free PMC article.

6

Association of amisulpride and recovery room length of stay among patients with postoperative nausea and vomiting following outpatient surgery.

Horita HM, Robbins KS, Tully JL, Frugoni B, Lemkuil BP, Curran BP, Waterman RS, Gabriel RA. Horita HM, et al. Among authors: tully jl. J Clin Anesth. 2024 Oct;97:111529. doi: 10.1016/j.jclinane.2024.111529. Epub 2024 Jun 14. J Clin Anesth. 2024. PMID: 38878621

7

Classification of Surgical Patients Needing Preoperative Cardiac Evaluations: A Comparison of General-Purpose and Domain-Specific Large Language Models.

Tully JL, Litake O, Meineke MN, Simpson S, Waterman RS, Gabriel RA. Tully JL, et al. Anesth Analg. 2025 Jul 1;141(1):223-225. doi: 10.1213/ANE.0000000000007408. Epub 2025 Jan 14. Anesth Analg. 2025. PMID: 39808709 Free PMC article. No abstract available.

8

Digital Disasters: The Growing Threat of Healthcare Ransomware.

Tully JL, Gabriel RA, Waterman RS, Dameff CJ. Tully JL, et al. Anesthesiology. 2025 Jun 1;142(6):1005-1008. doi: 10.1097/ALN.0000000000005442. Epub 2025 May 13. Anesthesiology. 2025. PMID: 40358336 Review.

9

A Large Language Model Approach to Identifying Preoperative Frailty Among Older Adults From Clinical Notes.

Zhou YQ, Litake O, Meineke MN, Tully JL, Xu N, Abdou W, Gabriel RA. Zhou YQ, et al. Among authors: tully jl. J Am Geriatr Soc. 2025 Aug;73(8):2422-2430. doi: 10.1111/jgs.19545. Epub 2025 May 15. J Am Geriatr Soc. 2025. PMID: 40372061

10

Forecasting Surgical Bed Utilization: Architectural Design of a Machine Learning Pipeline Incorporating Predicted Length of Stay and Surgical Volume.

Singh A, Farmer PE, Tully JL, Waterman RS, Gabriel RA. Singh A, et al. Among authors: tully jl. J Med Syst. 2025 May 21;49(1):67. doi: 10.1007/s10916-025-02201-3. J Med Syst. 2025. PMID: 40397217 Free PMC article.

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