DL
Donald W. Lee
cs.LGstat.MLFinanceCost of turnoverNursing Staff, HospitalNursing workforcePersonnel TurnoverRetentionstat.METurnover
On Valency
published · living versionsW_fwzmgj9y·v1 · currentpublished
iGC: Antibody Optimization via Reinforcement Learning over a Learned Somatic Hypermutation Prior
with Thao Nguyen, Robert G. Alberstein, Ewa Nowara, Homa MohammadiPeyhani +8
1 version
Preprints & journals
37 papers in the corpus · 1977–2026Operationalizing the RETAIN Framework: Calculating the cost of nurse turnover in practice.41680014 · Razmpour, Omid, Pappas, Sharon, Bouvier, Monique et al.2026 · 7 citationsNursing outlook. 2026;74(2):102694
Advancing the calculation of nurse turnover costs: A methodological approach using the RETAIN Framework.40795608 · Razmpour, Omid, Pappas, Sharon, Lee, Donald K K et al.2025 · 6 citationsNursing outlook. 2025;73(6):102517
BoXHED2.0: Scalable Boosting of Dynamic Survival Analysis.40755450 · Pakbin, Arash, Wang, Xiaochen, Mortazavi, Bobak J et al.2025 · 3 citationsJournal of statistical software. 2025;113(3)
Realtime, multimodal invasive ventilation risk monitoring using language models and BoXHED2410.03725v1 · Arash Pakbin, Aaron Su, Donald K.K. Lee et al.2024 · 0 citationsarXiv
Boosted generalized normal distributions: Integrating machine learning with operations knowledge2407.19092v2 · Ragip Gurlek, Francis de Vericourt, Donald K. K. Lee2024 · 0 citationsarXiv
Frontiers in Operations: Valuing Nursing Productivity in Emergency Departments.39188592 · Ding, Hao, Tushe, Sokol, Singh, Kc Diwas et al.2026 · 9 citationsManufacturing & service operations management : M & SOM. 2024;26(4):1323-1337
You have a point - but a point is not enough: The case for distributional forecasts of earnings4b2y8_v1 · Ilia Dichev, Xinyi Huang, Donald K. K. Lee et al.2023 · 2 citationsSocArXiv
Pearls & Oy-sters: Salt and Pepper Sign, PLNTY for Drug-Resistant Epilepsy.36564206 · Paredes-Aragón, Elma M, AlKhaldi, Norah A, Burneo, Jorge G et al.2023 · 7 citationsNeurology. 2023;100(16):791-795
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards2110.08949v3 · Zhale Nowroozilarki, Arash Pakbin, James Royalty et al.2021 · 13 citations10.1109/BHI50953.2021.9508537
Spinal Dural Arteriovenous Fistula with Unusual Tract Enhancement.33472709 · Kiwan, Ruba, Wade, Kevin, Pandey, Sachin et al.2022 · 3 citationsThe Canadian journal of neurological sciences. Le journal canadien des sciences neurologiques. 2021;48(6):857-858
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates.33615237 · Wang, Xiaochen, Pakbin, Arash, Mortazavi, Bobak J et al.2024 · 10 citationsProceedings of machine learning research. 2020;119:9973-9982
Using the Shapes of Clinical Data Trajectories to Predict Mortality in ICUs.32166256 · Ma, Junchao, Lee, Donald K K, Perkins, Michael E et al.2022 · 16 citationsCritical care explorations. 2019;1(4):e0010
Percutaneous Ozone Treatment for Herniated Lumbar Discs: 1-Year Follow-up of a Multicenter Pilot Study of a Handheld Disposable Ozone-Generating Device.30922796 · Bhatia, Anuj, Munk, Peter, Lee, Donald et al.2019 · 16 citationsJournal of vascular and interventional radiology : JVIR. 2019;30(5):752-760
Health Savings Accounts: Consumer Contribution Strategies and Policy Implications.35187244 · Lowsky, David J, Lee, Donald K K, Zenios, Stefanos A2024 · 2 citationsMDM policy & practice. 2018;3(2):2381468318809373
c.1289G>A (p.Arg430His) variant in the epsilon isoform of the GFAP gene in a patient with adult onset Alexander disease.30048824 · Karp, Natalya, Lee, Donald, Shickh, Salma et al.2019 · 9 citationsEuropean journal of medical genetics. 2019;62(4):235-238
A note on breaking ties among sample medians1807.03462v2 · Peter M. Aronow, Donald K. K. Lee2018 · 1 citationarXiv
Biomechanical Strength of Scaphoid Partial Unions.30349753 · Brekke, Adam C, Snoddy, Mark C, Lee, Donald H et al.2020 · 6 citationsJournal of wrist surgery. 2018;7(5):399-403
Development of Imminent Mortality Predictor for Advanced Cancer (IMPAC), a Tool to Predict Short-Term Mortality in Hospitalized Patients With Advanced Cancer.29206553 · Adelson, Kerin, Lee, Donald K K, Velji, Salimah et al.2019 · 22 citationsJournal of oncology practice. 2018;14(3):e168-e175
Identification of a novel synaptic protein, TMTC3, involved in periventricular nodular heterotopia with intellectual disability and epilepsy.28973161 · Farhan, Sali M K, Nixon, Kevin C J, Everest, Michelle et al.2018 · 43 citationsHuman molecular genetics. 2017;26(21):4278-4289
A safe and effective technique for application of a multi-level cervical epidural blood patch.28849541 · Vissa, Deepti, Ganapathy, Sugantha, Boulton, Mel et al.2019 · 1 citationCanadian journal of anaesthesia = Journal canadien d'anesthesie. 2017;64(11):1161-1162
Super-resolution estimation of cyclic arrival rates1610.09600v7 · Ningyuan Chen, Donald K.K. Lee, Sahand Negahban2016 · 5 citationsAnnals of Statistics 47:3:1754-1775 (2019)
Carpal Tunnel Injections: A Novel Approach Based on Wrist Width.27616824 · Menge, Travis J, Rinker, Elizabeth B, Fan, Kang-Hsien et al.2016 · 13 citationsJournal of hand and microsurgery. 2016;8(1):21-6
Demographic and clinical features of inclusion body myositis in North America.25557419 · Paltiel, A David, Ingvarsson, Einar, Lee, Donald K K et al.2015 · 39 citationsMuscle & nerve. 2015;52(4):527-33
Sharp bounds on the variance in randomized experiments1405.6555v1 · Peter M. Aronow, Donald P. Green, Donald K. K. Lee2014 · 70 citationsAnnals of Statistics 2014, Vol. 42, No. 3, 850-871
A case of stroke and blindness.23968950 · Mattia, Alicia, Sharma, Michael, Nicolle, Michael et al.2013 · 0 citationsThe Canadian journal of neurological sciences. Le journal canadien des sciences neurologiques. 2013;40(5):728-33
A K-nearest neighbors survival probability prediction method.23653217 · Lowsky, D J, Ding, Y, Lee, D K K et al.2014 · 32 citationsStatistics in medicine. 2013;32(12):2062-9
Reexploring differences among for-profit and nonprofit dialysis providers.20403066 · Lee, Donald K K, Chertow, Glenn M, Zenios, Stefanos A2010 · 47 citationsHealth services research. 2010;45(3):633-46
Alloimmunization to red blood cell antigens affects clinical outcomes in liver transplant patients.18044783 · Boyd, Scott D, Stenard, Fabien, Lee, Donald K K et al.2008 · 69 citationsLiver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society. 2007;13(12):1654-61
A critique of ancillary tests for brain death.16174956 · Young, G Bryan, Lee, Donald2005 · 50 citationsNeurocritical care. 2004;1(4):499-508
Increased respiratory symptoms following surgery in children exposed to environmental tobacco smoke.12753442 · Drongowski, Robert A, Lee, Donald, Reynolds, Paul I et al.2003 · 31 citationsPaediatric anaesthesia. 2003;13(4):304-10
Reversible parkinsonism and MRI diffusion abnormalities in cortical venous thrombosis.11468335 · Jenkins, M, Hussain, N, Lee, D et al.2001 · 14 citationsNeurology. 2001;57(2):364-6
Effect of nitrous oxide on cerebral blood flow velocity after induction of hypocapnia.9681401 · Watts, A D, Luney, S R, Lee, D et al.1998 · 14 citationsJournal of neurosurgical anesthesiology. 1998;10(3):142-5
Characterization of RNA in Cytologic Samples Preserved in a Methanol-Based Collection Solution.10029657 · Dimulescu, Unger, Lee et al.2019 · 24 citationsMolecular diagnosis : a journal devoted to the understanding of human disease through the clinical application of molecular biology. 1998;3(2):67-71
Fatal reaction from inadvertent intrathecal entry of ionic contrast medium during a nephrogram.9006664 · Sahjpaul, R L, Lee, D, Munoz, D G1997 · 7 citationsActa neuropathologica. 1997;93(1):101-3
In rats, atrial natriuretic peptide secretion is regulated differently in the right and left atria.8690006 · Miller, H, Lee, D, Rice, T et al.1996 · 3 citationsEndocrine research. 1996;22(1):43-57
Mast cell and eosinophil staining.15275392 · Winter, M, Wright, C, Blakeley, D et al.2005 · 5 citationsParasitology today (Personal ed.). 1995;11(11):426
Effect of fasting on the biochemical properties of perfused rat liver.875387 · Lee, D, Clark, D G1977 · 6 citationsThe Journal of surgical research. 1977;23(1):43-9
Career total: 94 works. 37 are in this corpus.
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