IBM Co-Authored/Authored Q1 2021 Healthcare Publications

IBM Co-authored/Authored Q1 2021 Healthcare Publications

Anders S, Novak LL, Kutub N, France D, Simpson C, VanHouten C, Draulis K, Rizvi R, Bright TJ, Preininger AM. Medication information resource tools: who uses them and for what purpose are they used? Poster presented at: AMIA 2021 Virtual Informatics Summit; March 22-25. MICROMEDEX https://www.amia.org/summit2021

Bates DW, Levine D, Syrowatka A, Kuzetsova M, Craig KJT, Rui A, Jackson GP, Rhee K The potential of artificial intelligence to improve patient safety. NPJ Digital Medicine. 2021 Mar 19; 14(1):54. doi: 10.1038/s41746-021-00423-6 https://pubmed.ncbi.nlm.nih.gov/33742085/

Berger SE, Branco P, Vachon-Presseau E et al. Quantitative language features identify placebo responders in chronic back pain. Pain. 2021 Jan 5. doi: 10.1097/j.pain.0000000000002175. Online ahead of print. https://pubmed.ncbi.nlm.nih.gov/33433145/

Cahill RA, O'Shea DF, Khan MF et al. Artificial intelligence indocyanine green (ICG) perfusion for colorectal cancer intra-operative tissue classification. Br J Surg. 2021 Jan 27;108(1):5-9. doi: 10.1093/bjs/znaa004. https://pubmed.ncbi.nlm.nih.gov/33640921/

Cantrell K, Fedarko MW, Rahman G et al. EMPress enables tree-guided, interactive, and exploratory analyses of multi-omic data sets. mSystems. 2021 Mar 16;6(2):e01216-20. doi: 10.1128/mSystems.01216-20. https://pubmed.ncbi.nlm.nih.gov/33727399/

IBM Watson Health Research

Carrieri AP, Haiminen N, Maudsley-Barton S et al. Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences. Sci Rep. 2021 Feb 25;11(1):4565. doi: 10.1038/s41598-021-83922-6. https://pubmed.ncbi.nlm.nih.gov/33633172/

Chakraborty P, Codella J, Piyush Madan, Li Y, Huang H, Park Y, Yan C, Zhang Z, Gao C, Nyemba S, Min X, Basak S, Ghalwash M, Shahn Z, Suryanarayanan P, Buleje I, Harrer S, Miller S, Rajmone A, Walsh C, Wanderer J, Reed GY, Ng K, Sow D, Malin BA. Blending knowledge in deep recurrent networks for adverse event prediction at hospital discharge. Manuscript published at: AMIA 2021 Virtual Informatics Summit; March 22-25; Virtual. https://www.amia.org/summit2021

Chapman W, Dankwa-Mullan I, Matheny ME, Quintana Y. Moderated by B South. Challenges and opportunities for implementing artificial intelligence at the speed of technology innovation during the COVID-19 era. Panel presented at: AMIA 2021 Virtual Informatics Summit; March 22- 25; Virtual. https://www.amia.org/summit2021

Das P, Sercu T, Wadhawan K et al. Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations. Nat Biomed Eng. 2021 Mar 11. doi: 10.1038/s41551-021-00689-x. https://pubmed.ncbi.nlm.nih.gov/33707779/

Fan X, Chao D, Zhang Z, Wang D, Li X, Tian F. Utilization of self-diagnosis health chatbots in real- world settings: case study. J Med Internet Res. 2021 Jan 6;23(1):e19928. doi: 10.2196/19928. https://pubmed.ncbi.nlm.nih.gov/33404508/

Furlan R, Gatti M, Mene R et al. An NLP-based virtual patient simulator and intelligence tutoring system for the clinical diagnostic process: a case study. JMIR Med Inform. 2021 Feb 25. doi: 10.2196/24073. https://pubmed.ncbi.nlm.nih.gov/33720840/

Gardiner L-J, Haiminen N, Utro F et al. Re-purposing software for the functional characterization of the micrombiome. Microbiome. 2021 Jan 9;9(1):4. doi: 10.1186/s40168-020-00971-1. https://pubmed.ncbi.nlm.nih.gov/33422152/

Haddad T, Helgeson J, Pomerleau KE, Rammage M, Coverdill SE, Preininger AM, Roebuck MC, Dankwa-Mullan I, Jackson GP, Goetz M. Accuracy of an artificial intelligence system for clinical trial eligibility screening. JMIR. 2021 March 26;9(3):e27767. http://preprints.jmir.org/preprint/27767

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Hochheiser H, Jing X, Garcia EA et al. A minimal information model for potential drug-drug interactions. Front Pharmacol. 2021 Mar 8;11:608068. doi: 10.3389/fphar.2020.608068. https://pubmed.ncbi.nlm.nih.gov/33762928/

Hu P, Lin C, Su H et al. BlueMemo: depression analysis through twitter posts. Proceedings of the Twenty-Ninth IJCAI. Demonstration Track. 2021 January 21: 5252-5254. ePub July 11-17, 2020. doi: doi.org/10.24963/ijcai.2020/760 https://www.ijcai.org/Proceedings/2020/760

Karagyris A, Kashyap S, Lourentzou I et al. Creation and validation of a chest X-ray dataset with eye-tracking and report dictation for AI development. Sci Data. 2021 Mar 25;8(1):92. doi: 10.1038/s41597-021-00863-5. https://pubmed.ncbi.nlm.nih.gov/33767191/

Lee EE, Torous J, Choudhury MD et al. Artificial intelligence for mental healthcare: clinical applications, barriers, facilitators and artificial wisdom. Biol Psychiatry Cogn Neurosci Neuroimaging. 2021 Feb 8;S2451-9022(21)00046-X. doi: 10.1016/j.bpsc.2021.02.001 https://pubmed.ncbi.nlm.nih.gov/33571718/

Majumder ELW, Billings EM, Benton HP et al. Cognitive analysis of metabolomics data for systems biology. Nat Protoc. 2021 Jan 22. doi: 10.1038/s41596-020-00455-4. Online ahead of print. https://pubmed.ncbi.nlm.nih.gov/33483720/

McKillop M, South BR, Preininger AM, Jackson GP. Answering common COVID-19 questions with conversational technology. Poster presented at: AMIA 2021 Virtual Informatics Summit; March 22-25; Virtual. WATSON ASSISTANT https://www.amia.org/summit2021

Rizvi RF, Bright TJ, Van Houten C, McKillop M, Wang S, Alevy S, Brotman D, Sands-Lincoln M, Robinson B, Staats C, Jackson GP, Kassler WJ. Usability and impact of a care-management system in holistically delivering services to vulnerable populations. Poster presented at: AMIA 2021 Virtual Informatics Summit; March 22-25; Virtual. WATSON CARE MANAGER https://www.amia.org/summit2021

Roy M, Knog J, Kashyap S et al. Convolutional autoencoder based model HistoCAE for segmentation of viable tumor regions in liver whole-slide images. Sci Rep. 2021 Jan 8;11(1):139. doi: 10.1038/s41598-020-80610-9. https://pubmed.ncbi.nlm.nih.gov/33420322/

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Shirai SS, Seneviartne O, Gordon ME, Chen CH, McGuinness DL. Identifying ingredient substitutions using a knowledge graph of food. Front Artif Intell. 2021 Jan 25;3:621766. doi: 10.3389/frai.2020.621766. https://pubmed.ncbi.nlm.nih.gov/33733228/

Stanislawaski ER, Bilgrami ZR, Sarac C et al. Negative symptoms and speech pauses in youths at clinical high risk for psychosis. NPJ Schizophr. 2021 Jan 22;7(1):3. doi: 10.1038/s41537-020- 00132-1 https://pubmed.ncbi.nlm.nih.gov/33483485/

Suarez F, Sanders C, Stevens R, Nielsen R, Britt M, Yuravlivker L, Preininger AM, Jackson GP. An artificial intelligence clinical evidence engine for automatic identification, prioritization and extraction of relevant clinical oncology research. JCO Clin Cancer Inform. 2021 Jan;5:101-111. doi: 10.1200/CCI.20.00087. https://pubmed.ncbi.nlm.nih.gov/33439724/

Suwanvecho S, Suwanrusme H, Jirakulaporn T, Issarachai S, Taechakraichana N, Lungchukiet P, Decha W, Boonpakdee W, Thanakarn N, Wongrattananon P, Preininger AM, Solomon M, Wang S, Hekmat R, Esquivel J, Dankwa-Mullan I, Shortliffe EH, Patel V, Arriaga YE, Jackson GP, Kiatikajornthada N. Comparison of an oncology clinical decision-support system's recommendations with actual treatment decisions. J Am Med Inform Assoc. 2021 Jan 31;ocaa334. doi: 10.1093/jamia/ocaa334. https://pubmed.ncbi.nlm.nih.gov/33517389/

Tadesse GA, Cintas C, Ogallo W et al. Data-level Linkage of Multiple Surveys for Improved Understanding of Global Health Challenges. Poster presented at: AMIA 2021 Virtual Informatics Summit; March 22-25.

Vashistha V, Armstrong J, Winski D, Poonen PJ, Hintze B, Price M, Snowdon JL, Weerarante D, Brotmon D, Jackson GP, Kelly MJ. Barriers to prescribing targeted therapies for NSCLC patients with highly-actionable gene variants in the Veterans Affairs National Precision Oncology Program. JCO Oncol Prac. 2021 March 29. doi: 10.1200/OP.20.00703 https://ascopubs.org/doi/abs/10.1200/OP.20.00703

Walsh CG, McKillop MM, Lee P, Harris JW, Simpson C, Novak LL. Communicating results of predictive models to patients. Podium abstract presented at: AMIA 2021 Virtual Informatics Summit; March 22-25; Virtual. https://www.amia.org/summit2021

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AI & REAL-WORLD EVIDENCE

Abrami A, Gunzler S, Kilbane C et al. Automated computer vision assessment of hypominimia in Parkinson disease: proof-of-principle pilot study. J Med Internet Res. 2021 Feb 22;23(2):e21037. doi: 10.2196/21037. https://pubmed.ncbi.nlm.nih.gov/33616535/

Kuo PC, Tsai CC, Lopez DM et al. Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph. NPJ Digit Med. 2021 Feb 15;4(1):25. doi: 10.1038/s41746-021-00393-9. https://pubmed.ncbi.nlm.nih.gov/33589700/

McKillop MM, Rosario BL, Preininger AM Huff C, Kutub N, Jackson GP. Decision support to engage consumers in the selection of health benefits. Poster presented at: AMIA 2021 Virtual Informatics Summit; March 22-25; Virtual. IBM® BENEFITS MENTOR https://www.amia.org/summit2021

Ng K, Kartoun U, Stavropoulos H, Zambrano JA, Tang PC. Personalized treatment options for chronic diseases using precision cohort analytics. Sci Rep. 2021 Jan 13;11(1):1139. doi: 10.1038/s41598-021-80967-5. https://pubmed.ncbi.nlm.nih.gov/33441956/

Suyryanarayanan P, Tsou C-H, Poddar A et al. AI-assisted tracking of worldwide non- pharmaceutical interventions for COVID-19. Sci Data. 2021 Mar 25;8(1):94. doi: 10.1038/s41597-021-00878-y. https://pubmed.ncbi.nlm.nih.gov/33767205/

REAL-WORLD EVIDENCE

EXPLORYS

Huang H, Scheufele E, Dankwa-Mullan I, Jackson GP, Wang S. Telemedicine utilization among non-hospitalized patients with COVID-19. Poster presented at: AMIA 2021 Virtual Informatics Summit; March 22-25.

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https://www.amia.org/summit2021

Huang H, Wang S, Dankwa-mullan I, Jackson GP, Arriaga Y, Weearatne D. Increased utilization of telemedicine in cancer patients during the COVID-19 pandemic. Poster presented at: AMIA 2021 Virtual Informatics Summit; March 22-25, 2021. https://www.amia.org/summit2021

IBM® MARKETSCAN® EXPLORYS CLAIMS-EMR DATA SET

Gibson TB, Nguyen MD, Burrell T et al. Electronic phenotyping of health outcomes of interest using a linked claims-electronic health record database: Findings from a machine learning pilot project. JAMIA. 2021 March 13; ocab036. doi: doi.org/10.1093/jamia/ocab036 https://academic.oup.com/jamia/advance-article- abstract/doi/10.1093/jamia/ocab036/6169465?redirectedFrom=fulltext

Hess LM, Smith D, Cui ZL et al. The relationship between Eastern Cooperative Oncology Group (ECOG) performance status and healthcare resource utilization among patients with advanced or metastatic colorectal, lung or gastric cancer. Journal of Drug Assessment. 2021; 10(1): 10-17 doi: doi/doir.org/10.1080/21556660.2020.18511504. https://www.tandfonline.com/doi/pdf/10.1080/21556660.2020.1851504

IBM® MARKETSCAN® COMMERCIAL DATABASE

Brummet CM, Evans-Shields J, England C et al. Increased health care costs associated with new persistent opioid use after major surgery in opioid-naive patients. J Manag Care Spec Pharm. 2021 Feb 24;1-12. doi: 10.18553/jmcp.2021.20507 https://pubmed.ncbi.nlm.nih.gov/33624534/

Dankwa-Mullan I, George J, Roebuck MC, Tkacz J, Willis VC, Reyes F, Arraiga YE. Variations in breast cancer surgical treatment and timing: determinants and disparities. Breast Cancer Res Treat. 2021 Mar 10. doi: 10.1007/s10549-021-06155-1. Online ahead of print. https://link.springer.com/article/10.1007/s10549-021-06155-1

Feldman SR, Zhang J, Martinez DJ et al. Real-world biologic and apremilast treatment patterns and healthcare costs in moderate-to-severe plaque psoriasis. Dermatology Online Journal. 2021 January. 27(1):2. https://escholarship.org/uc/item/03t0s9j6#main

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Howden CW, Manuel M, Taylor D, Jariwala-Parikh K, Tkacz J. Estimate of refractory reflux disease in the United States: economic burden and associated clinical characteristics. J Clin Gastroenterol. 2021 Mar 12. doi: 10.1097/MCG.0000000000001518. https://pubmed.ncbi.nlm.nih.gov/33780218/

Irwin D, Wilson K, Thompson S, Choudhry A. Real-world healthcare resource utilization and costs in patients with chronic lymphocytic leukemia: differences between patients treated with first-line ibrutinib or bendamustine + rituximab. Curr Med Res Opin. 2021 Feb 10;1. doi: 10.1080/03007995.2021.1884540. https://pubmed.ncbi.nlm.nih.gov/33563073/

Lugogo N, Gilbert I, Tkacz J et al. Real-world patterns and Implications of short-acting Beta 2- agonist use in patients with asthma in the USA. Ann Allergy Asthma Immunol. 2021 Jan 27;S1081-1206(21)00059-4. doi: 10.1016/j.anai.2021.01.024. https://www.atsjournals.org/doi/abs/10.1164/ajrccm- conference.2019.199.1_MeetingAbstracts.A5924

Molfino N, Casale T, Silver J et al. Managing patients with severe asthma and common comorbidities of atopy, obesity & depression/anxiety: real-world effectiveness of mepolizumab. J Allergy Clin Immunol. 2021 February. AB56 Abstracts: 173. https://www.jacionline.org/article/S0091-6749(20)31989-8/pdf

Murage MJ, Gilligan AM, Tran O et al. Ixekizumab treatment patterns and healthcare utilization and costs for patients with psoriasis. J Dermatolog Treat. 2021 Feb;32(1):56-63. doi: 10.1080/09546634.2019.1690622. Epub 2019 Nov 20. https://pubmed.ncbi.nlm.nih.gov/31696745/

Reibman J, Tan L, Ambrose C et al. Clinical and economic burden of severe asthma among US patients treated with biologic therapies. Ann Allergy Asthma Immunol. 2021 Mar 25;S1081- 1206(21)00216-7. doi: 10.1016/j.anai.2021.03.015 https://pubmed.ncbi.nlm.nih.gov/33775904/

Tkacz JP, Rance K, Waddell d, Aagren M, Hammerby E. Real world evidence costs of allergic rhinitis and allergy immunotherapy in the commercially insured United States population. Curr Med Res Opin. 2021 Mar 23;1. doi: 10.1080/03007995.2021.1903848. https://pubmed.ncbi.nlm.nih.gov/33754932/

Tran O, Silverman S, Xu X et al. Long-term direct and indirect economic burden associated with osteoporotic fracture in US postmenopausal women. Osteoporos Int. 2021 Jan 7. doi: 10.1007/s00198-020-05769-3. Online ahead of print.

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https://pubmed.ncbi.nlm.nih.gov/33411007/

Wang S, Huang H, Scheufele E, Dankwa-Mullan I, Jackson GP, Arriaga Y. Temporal trends and factors associated with time to surgery for non-metastatic colon cancer. Virtual Quickshot Presentation at 16th Annual American Surgical Congress, 2021 February 2-4; Virtual. https://eventpilotadmin.com/web/page.php?page=IntHtml&project=ASC21&id=02.07

IBM® MARKETSCAN MULTI-STATE MEDICAID DATABASE

O'Brien P, Henke RM, Schaefer MB, Lin J, Creedon TB. Adverse events among adult Medicaid enrollees with opioid use disorder and co-occurring substance use disorders. Drug Alcohol Depend. 2021 Jan 29;221:108555. doi: 10.1016/j.drugalcdep.2021.108555. https://pubmed.ncbi.nlm.nih.gov/33596496/

ADDITIONAL DATASETS

Fingar KR and Owens PL. Opioid-related and stimulant-related adult inpatient stays, 2012-2018. Agency for Healthcare Research and Quality. 2021 February; Healthcare Cost and Utilization Project (HCUP) Statistical Brief #271. https://www.hcup-us.ahrq.gov/reports/statbriefs/sb271-Stimulant-Opioid-Hospitalizations- 2012-2018.pdf

Bose A, Platt DE, Parida L, Drineas P, Paschou P. Integrating linguistics, social structure, and geography to model genetic diversity within India. Mol Biol Evol. 2021 Jan 22;msaa321. doi: 10.1093/molbev/msaa321. Online ahead of print. https://pubmed.ncbi.nlm.nih.gov/33481022/

Idrees I, Speakman S, Ogallo W, Akinwande V. Successes and misses of global health development: detecting temporal concept drift of under 5 mortality prediction models with bias scan. Poster presented at: AMIA 2021 Virtual Informatics Summit; March 22-25. https://pubmed.ncbi.nlm.nih.gov/33749570/

Tang Z, Yu Y, Ng K et al. Disease network delineates the disease progression of cardiovascular diseases. J Biomed Inform. 2021 Jan 22;103686. doi: 10.1016/j.jbi.2021.103686. Online ahead of print. https://pubmed.ncbi.nlm.nih.gov/33493631/

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ADDITIONAL RESEARCH

Adam ZR Fahrenbach AC, Jacobson SM, Kacar B, Zubarev DY. Radiolysis generates a complex organosynthetic chemical network. Sci Rep. 2021 Jan 18;11(1):1743. doi: 10.1038/s41598-021- 81293-6. https://pubmed.ncbi.nlm.nih.gov/33462313/

Agurto C, Heisig S, Abrami A, Ho BK, Caggiano V. Parkinson’s disease medication state and severity assessment based on coordination during walking. PLOS One. 2021 Feb 17. doi: /doi.org/10.1371/journal.pone.0244842 https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0244842

Craig KJT, Willis VC, Gruen D, Rhee K, Jackson GP. The burden of the digital environment: a systematic review on organization-directed workplace interventions to mitigate physician burnout. JAMIA. 2021 Jan 19; ocaa301. DOI: doi.org/10.1093/jamia/ocaa301 https://academic.oup.com/jamia/advance-article/doi/10.1093/jamia/ocaa301/6104341

Curtin N, Wu D, Cahill R et al. Dual color imaging from a single BF 2-Azadipyrromethene fluorophore demonstrated in vivo for lymph node identification. Int J Med Sci. 2021 Feb 3;18(7):1541-1553. doi: 10.7150/ijms.52816. eCollection 2021.

Dalli J, Hardy N, Aonghusa PGM, Epperlein JP, Murphy PC, Cahill RA. Challenges in the interpretation of colorectal indocyanine green fluorescence angiography: Video Vignette. Colorectal Dis. 2021 Feb 18. doi: 10.1111/codi.15592. Online ahead of print. https://pubmed.ncbi.nlm.nih.gov/33599372/

Daly J, Depp C, Graham SA et al. Health impacts of the "Stay at Home" order on community dwelling older adults and how technologies may help: A focus group study. JMIR Aging. 2021 Mar 7. doi: 10.2196/25779. https://pubmed.ncbi.nlm.nih.gov/33690146/

Dankwa-Mullan I, Perez-Stable EJ, Gardner KL, Zhang X, Rosario AM. The Science of Health Disparities Research. Wiley; 2020. https://nimhd.nih.gov/about/publications/the-science-of- health-disparities-research.html

Delamarche E, Temiz Y, Lovchik RD, Christiansen MG, Simone S. Capillary microfluidics for monitoring medication adherence. Angew Chem Int Ed Engl . 2021 Mar 12. doi: 10.1002/anie.202101316. https://pubmed.ncbi.nlm.nih.gov/33710725/

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Dron JS, Wang M, Patel AP et al. Genetic predictor to identify individuals with high lipoprotein(a) concentrations. Circ Genom Precis Med. 2021 Feb 1;CIRCGEN120003182. doi: 10.1161/CIRCGEN.120.003182. https://pubmed.ncbi.nlm.nih.gov/33522245/

Flor LS, Reitsma MB, Gupta V, Ng M, Gakidou E. The effects of tobacco control policies on global smoking prevalence. Nat Med. 2021 Jan 21. doi: 10.1038/s41591-020-01210-8. Online ahead of print. https://pubmed.ncbi.nlm.nih.gov/33479500/

Gaillard C, Guillod M, Ernst M et al. Striatal reactivity to reward under threat-of-shock and working memory load in adults at increased familial risk for major depression: A preliminary study. Neuroimage Clin. 2020;26:102193. doi: 10.1016/j.nicl.2020.102193. Epub 2020 Jan 22. https://pubmed.ncbi.nlm.nih.gov/32036303/

Haiminen N, Utro F, Seabolt E, Parida L. Functional profiling of COVID-19 respiratory tract microbiomes. Sci Rep. 2021 Mar 19;11(1):6433. doi: 10.1038/s41598-021-85750-0. https://pubmed.ncbi.nlm.nih.gov/33742096/

Hekmat R, Kutub N, VanHouten MA, Ramda R, Willis VC, Jackson GP, Henderson C, Weearatne D, DiCicco RA, Snowdon JL. Accelerating clinical trial design and operations. Applied Clinical Trials. 2021 March 9; 30(3); 25-29. IBM CLINICAL DEVELOPMENT https://www.appliedclinicaltrialsonline.com/view/accelerating-clinical-trial-design-and- operations

Hekmat R, Weerartne D, Van Houten C, South BR, Kutub N, Willis VC, Bradham W, DiCicco R, Jackson GP, Snowdon JL. Evaluation of data management of COVID-19 clinical trials using a cloud-based clinical data-management platform. Poster presented at AMIA 2021 Virtual Informatics Summit; March 22-25, 2021. IBM CLINICAL DEVELOPMENT https://www.amia.org/summit2021

Hindes J, Bianco S, Schwartz IB. Optimal periodic closure for minimizing risk in emerging disease outbreaks. PLoS One. 2021 Jan 6;16(1):e0244706. doi: 10.1371/journal.pone.0244706. eCollection 2021. https://pubmed.ncbi.nlm.nih.gov/33406106/

Hu L, Wang X, Huang YA, Hu P, You ZH. A survey on computational models for predicting protein- protein interactions. Brief Bioinform. 2021 Mar 5;bbab036. doi: 10.1093/bib/bbab036. https://pubmed.ncbi.nlm.nih.gov/33693513/

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Huynh T, Cornell W, Luan B. In silico exploration of inhibitors for SARS-CoV-2's papain-like protease. Front Chem. 2021 Feb 4;8:624163. doi: 10.3389/fchem.2020.624163. eCollection 2020. https://pubmed.ncbi.nlm.nih.gov/33614597/

Lu D, Ji Y, Dundaram P et al. Alkaline brain pH shift in rodent lithium-pilocarpine model of epilepsy with chronic seizures. Brain Res. 2021 Feb 5;147345. doi: 10.1016/j.brainres.2021.147345 https://pubmed.ncbi.nlm.nih.gov/33556378/

Luan B, Wang H, Huynh. Molecular mechanism of the N501Y mutation for enhanced binding between SARS-CoV-2's spike protein and human ACE2 receptor. FEBS Lett. 2021 Mar 17. doi: 10.1002/1873-3468.14076. https://pubmed.ncbi.nlm.nih.gov/33728680/

Miller JJ, Weimer BC, Timme R et al. Phylogenetic and biogeographic patterns of Vibreo parahaemolyticus strains from North America inferred from whole-genome sequence data. Appl Environ Microbiol. 2021 Jan 15;87(3):e01403-20. doi: 10.1128/AEM.01403-20. https://pubmed.ncbi.nlm.nih.gov/33187991/

Naze S, Proix T, Atasoy S, Kozloski JR. Robustness of connectome harmonics to local gray matter and long-range white matter connectivity changes. Neuroimage. 2021 Jan 1;224:117364. doi: 10.1016/j.neuroimage.2020.117364. Epub 2020 Sep 16. https://pubmed.ncbi.nlm.nih.gov/32947015/

Nguyen-Duc T, Mulligan N, Mannu GS, Bettencourt-Silva JH. Deep EHR spotlight: a framework and mechanism to highlight evens in electronic health records for explainable predictions. Poster presented at: AMIA 2021 Virtual Informatics Summit; March 22-25.

Platt DE, Parida L, Zalloua P. Lies, gosh darn lies, and not enough good statistics: why epidemic model parameter estimation fails. Sci Rep. 2021 Jan 11;11(1):408. doi: 10.1038/s41598-020- 79745-6 https://pubmed.ncbi.nlm.nih.gov/33432032/

Shortell SM, Blodgett JC, Rundall TG, Henke RM, Reponen E. Lean management and hospital performance: adoption versus implementation. Jt Comm J Qual Saf. 2021 Feb 5. In Press. https://www.sciencedirect.com/science/article/abs/pii/S1553725021000295

Simcock PW, Bublitz M, Cipcigan F et al. Membrane binding of antimicrobial peptides is modulated by lipid change modification. J Chem Theory Comput. 2021 Jan 4. doi: 10.1021/acs.jctc.0c01025. https://pubmed.ncbi.nlm.nih.gov/33395285/

Terjero EM, Lashgari D, Garcia-Valiente R et al. Multiscale modeling of germinal center recapitulates the temporal transition from memory B cells to plasma cell differentiation as

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regulated by antigen affinity-based Tfh cell help. Front Immunol. 2021 Feb 5;11:620716. doi: 10.3389/fimmu.2020.620716. eCollection 2020. https://pubmed.ncbi.nlm.nih.gov/33613551/

Vaillancourt C, Charette M, Naidoo S et al. Multi-centre implementation of an Educational program to improve the Cardiac Arrest diagnostic accuracy of ambulance Telecommunicators and survival outcomes for sudden cardiac arrest victims: the EduCATe study design and methodology. BMC Emerg Med. 2021 Mar 4;21(1):26. doi: 10.1186/s12873-021-00416-4. https://pubmed.ncbi.nlm.nih.gov/33663395/

Vangay P, burgin J, Johnston A et al. Microbiome metadata standards: report of the national Microbiome Data Collaborative's workshop and follow-on activities. mSystems. 2021 Feb 23;6(1):e01194-20. doi: 10.1128/mSystems.01194-20. https://pubmed.ncbi.nlm.nih.gov/33622857/

Zheng Y, Kng J, Yuang C, Hedrick JL, Yang YY. Cationic polymer synergizing with chemotherapeutics and re-purposing antibiotics against cancer cells. Biomater Sci . 2021 Jan 27. doi: 10.1039/d0bm02155e. https://pubmed.ncbi.nlm.nih.gov/33502409/

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