Adherence and persistence among people with type 2 diabetes newly initiating oral semaglutide versus DPP-4is in a US real-world setting

Authors: Lv, Lei, Brady, Brenna L., Xie, Lin, Guevarra, Mico, Turchin, Alexander

Source: In Primary Care Diabetes October 2024 18(5):511-517

Examining lack of referrals to heart valve specialists as mechanisms of potential underutilization of aortic valve replacement

Authors: Etiwy, Muhammad ^{a, g}, Flannery, Laura D. ^b, Li, Shawn X. ^c, Morrison, Fritha J. ^d, Kim, Joonghee ^d, Tanguturi, Varsha K. ^g, Fraccaro, Chiara ^e, Coylewright, Megan ^f, Turchin, Alexander ^d, Elmariah, Sammy ^{c, *, ⁎⁎}, Wasfy, Jason H. ^{g, *, ⁎⁎⁎}

Source: In American Heart Journal August 2024 274:54-64

Outcomes in patients with cardiometabolic disease who develop hyperkalemia while treated with a renin-angiotensin-aldosterone system inhibitor

Authors: Johnson, Matthew, Morrison, Fritha J., McMahon, Gearoid, Su, Maxwell, Turchin, Alexander

Source: American heart journal. 258:49-59

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100185605570.0x000001&indx=1&recIds=ETOCvdc_100185605570.0x000001

Natural Language Processing for the Ascertainment and Phenotyping of Left Ventricular Hypertrophy and Hypertrophic Cardiomyopathy on Echocardiogram Reports

Authors: Berman, Adam N., Ginder, Curtis, Sporn, Zachary A., Tanguturi, Varsha, Hidrue, Michael K., Shirkey, Linnea B., Zhao, Yunong, Blankstein, Ron, Turchin, Alexander, Wasfy, Jason H.

Source: In The American Journal of Cardiology 1 November 2023 206:247-253

Comparison of BERT implementations for natural language processing of narrative medical documents

Authors: Turchin, Alexander, Masharsky, Stanislav, Zitnik, Marinka

Source: In Informatics in Medicine Unlocked 2023 36

Quality of Care Among Patients with Diabetes and Cerebrovascular Disease. Insights from The Diabetes Collaborative Registry

Authors: Echouffo-Tcheugui, Justin B., Turchin, Alexander, Rosenson, Robert S., Fonarow, Gregg C., Goyal, Abhinav, de Lemos, James A., Arnold, Suzanne V.

Source: In The American Journal of Medicine November 2022 135(11):1336-1341

Cluster Randomized Trial of a Personalized Clinical Decision Support Intervention to Improve Statin Prescribing in Patients With Atherosclerotic Cardiovascular Disease

Authors: Virani, Salim S., Ramsey, David J., Westerman, Dax, Kuebeler, Mark K., Chen, Liang, Akeroyd, Julia M., Gobbel, Glenn T., Ballantyne, Christie M., Petersen, Laura A., Turchin, Alexander, Matheny, Michael E.

Source: Circulation. 147(18):1411-1413

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100189383292.0x000001&indx=1&recIds=ETOCvdc_100189383292.0x000001

Contribution of Data Categories to Readmission Prediction Accuracy

Authors: Ge, Wendong, Kim, Hee Yeun, Desai, Sonali, Perlovsky, Leonid, Turchin, Alexander

Subject Terms: Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/1803.07850

Trends in Utilization of Aortic Valve Replacement for Severe Aortic Stenosis

Authors: Li, Shawn X., Patel, Nilay K., Flannery, Laura D., Selberg, Alexandra, Kandanelly, Ritvik R., Morrison, Fritha J., Kim, Joonghee, Tanguturi, Varsha K., Crousillat, Daniela R., Shaqdan, Ayman W., Inglessis, Ignacio, Shah, Pinak B., Passeri, Jonathan J., Kaneko, Tsuyoshi, Jassar, Arminder S., Langer, Nathaniel B., Turchin, Alexander, Elmariah, Sammy

Source: Journal of the American College of Cardiology. 79(9):864-877

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100162689097.0x000001&indx=1&recIds=ETOCvdc_100162689097.0x000001

Leveraging structured and unstructured electronic health record data to detect reasons for suboptimal statin therapy use in patients with atherosclerotic cardiovascular disease

Authors: Gobbel, Glenn T., Matheny, Michael E., Reeves, Ruth R., Akeroyd, Julia M., Turchin, Alexander, Ballantyne, Christie M., Petersen, Laura A., Virani, Salim S.

Source: In American Journal of Preventive Cardiology March 2022 9

Using deep learning with attention mechanism for identification of novel temporal data patterns for prediction of ICU mortality

Authors: Ge, Wendong, Huh, Jin-Won, Park, Yu Rang, Lee, Jae-Ho, Kim, Young-Hak, Zhou, Guohai, Turchin, Alexander

Source: In Informatics in Medicine Unlocked 2022 29

Association of patient, provider and facility related characteristics with statin associated side effects and statin use: Insight from the Veteran's Affairs healthcare system

Authors: Jia, Xiaoming, Lee, Michelle T., Ramsey, David J., Mahtta, Dhruv, Akeroyd, Julia M., Turchin, Alexander, Navar, Ann Marie, Matheny, Michael E., Gobbel, Glenn, Stone, Neil J., Nambi, Vijay, Ballantyne, Christie M., Petersen, Laura A., Virani, Salim S.

Source: In Journal of Clinical Lipidology November-December 2021 15(6):832-839

Improving the prediction of long‐term readmission and mortality using a novel biomarker panel

Authors: Brown, Jeremiah R., Parker, Devin, Stabler, Meagan E., Jacobs, Marshall L., Jacobs, Jeffrey P., Everett, Allen D., Lobdell, Kevin W., Wyler von Ballmoos, Moritz C., Thiessen‐Philbrook, Heather, Parikh, Chirag, Mackenzie, Todd, DiScipio, Anthony, Malenka, David, Matheny, Michael E., Turchin, Alexander, Likosky, Donald S.

Source: Journal of cardiac surgery. 36(11):4213-4223

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100131508531.0x000001&indx=1&recIds=ETOCvdc_100131508531.0x000001

Natural language processing for the assessment of cardiovascular disease comorbidities: The cardio‐Canary comorbidity project

Authors: Berman, Adam N., Biery, David W., Ginder, Curtis, Hulme, Olivia L., Marcusa, Daniel, Leiva, Orly, Wu, Wanda Y., Cardin, Nicholas, Hainer, Jon, Bhatt, Deepak L., Di Carli, Marcelo F., Turchin, Alexander, Blankstein, Ron

Source: Clinical cardiology. 44(9):1296-1304

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100129468397.0x000001&indx=1&recIds=ETOCvdc_100129468397.0x000001

Patient‐provider discussions of bariatric surgery and subsequent weight changes and receipt of bariatric surgery

Authors: Chang, Lee‐Shing, Malmasi, Shervin, Hosomura, Naoshi, Zhang, Huabing, Brown, C. Justin, Lei, Victor J., Rubin, Alexa, Ting, Clara, Tong, Kimhouy, Shubina, Maria, Turchin, Alexander

Source: Obesity. 29(8):1338-1346

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100123812615.0x000001&indx=1&recIds=ETOCvdc_100123812615.0x000001

Gout risk in adults with pre-diabetes initiating metformin.

Authors: Marrugo, Javier, Santacroce, Leah M., Paudel, Misti L., Sho Fukui, Turchin, Alexander, Tedeschi, Sara K., Solomon, Daniel H.

Source: Annals of the Rheumatic Diseases; Oct2024, Vol. 83 Issue 10, p1368-7, 22p

Comparing information extraction techniques for low-prevalence concepts: The case of insulin rejection by patients

Authors: Malmasi, Shervin, Ge, Wendong, Hosomura, Naoshi, Turchin, Alexander

Source: In Journal of Biomedical Informatics November 2019 99

Predictors of glycemic control after decline of insulin therapy by patients with type 2 diabetes

Authors: Florez, Luisa, Shubina, Maria, Turchin, Alexander

Source: In Journal of Diabetes and Its Complications November 2019 33(11)

Primary Care Provider Encounter Cadence and HbA1c Control in Older Patients With Diabetes

Authors: Dobbins, Jessica M., Elliott, Sarah Wixson, Cordier, Tristan, Haugh, Gil, Renda, Andrew, Happe, Laura, Turchin, Alexander

Source: In American Journal of Preventive Medicine October 2019 57(4):e95-e101

An Interpretable ICU Mortality Prediction Model Based on Logistic Regression and Recurrent Neural Networks with LSTM Units
American Medical Informatics Association (Annual symposium)

Authors: Ge, Wendong, Huh, Jin-Won, Rang, Yu Park, Lee, Jaeho, Kim, Young-Hak, Turchin, Alexander

Source: AMIA annual symposium. 1:460-469

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN604930349&indx=1&recIds=ETOCCN604930349