Publications

  1. Akhiyat N, Anand V, Kumar V, Ryu A, Gibbons R, Borlaug BA, Chandrasekaran K, Abou Ezzeddine O, Anavekar N. The myocardial function index (MFI): An integrated measure of cardiac function in AL-cardiomyopathy. Int J Cardiol Heart Vasc. 2024 Dec; 55:101525 Epub 2024 Oct 15
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  2. Pagali SR, Ryu AJ, Fischer KM, Parikh RS, Newman JS, Burton MC. Patient Outcomes Compared Between Admissions Coordinated by the Transfer Center and Emergency Department at a U.S. Tertiary Care Hospital. J Patient Saf. 2024 Aug 1; 20 (5):352-357 Epub 2024 May 16
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  3. Rajagopal A, Ayanian S, Ryu AJ, Qian R, Legler SR, Peeler EA, Issa M, Coons T, Kawamoto K. Machine Learning Operations (MLOps) in Health Care: A Scoping Review Mayo Clinic Proceedings: Digital Health. 2024.
  4. Rajagopal A, Thompson CA, Chorzempa AK, Ryu AJ. Advanced enteropathy-associated T cell lymphoma (EATL) presenting with severe malabsorption and concomitantly diagnosed coeliac disease (CD). BMJ Case Rep. 2023 Dec 23; 16 (12)
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  5. Akerman AP, Porumb M, Scott CG, Beqiri A, Chartsias A, Ryu AJ, Hawkes W, Huntley GD, Arystan AZ, Kane GC, Pislaru SV, Lopez-Jimenez F, Gomez A, Sarwar R, O'Driscoll J, Leeson P, Upton R, Woodward G, Pellikka PA. Automated Echocardiographic Detection of Heart Failure With Preserved Ejection Fraction Using Artificial Intelligence. JACC Adv. 2023 Aug; 2 (6):100452 Epub 2023 July 28
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  6. Sethi AK, Muddaloor P, Anvekar P, Agarwal J, Mohan A, Singh M, Gopalakrishnan K, Yadav A, Adhikari A, Damani D, Kulkarni K, Aakre CA, Ryu AJ, Iyer VN, Arunachalam SP. Digital Pulmonology Practice with Phonopulmography Leveraging Artificial Intelligence: Future Perspectives Using Dual Microwave Acoustic Sensing and Imaging. Sensors (Basel). 2023 Jun 12; 23 (12) Epub 2023 June 12
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  7. Ryu AJ, Ayanian S, Qian R, Core MA, Heaton HA, Lamb MW, Parikh RS, Boyum JP, Garza EL, Condon JL, Peters SG. A Clinician's Guide to Running Custom Machine-Learning Models in an Electronic Health Record Environment. Mayo Clin Proc. 2023 Mar; 98 (3):445-450
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  8. Redij R, Kaur A, Muddaloor P, Sethi AK, Aedma K, Rajagopal A, Gopalakrishnan K, Yadav A, Damani DN, Chedid VG, Wang XJ, Aakre CA, Ryu AJ, Arunachalam SP. Practicing Digital Gastroenterology through Phonoenterography Leveraging Artificial Intelligence: Future Perspectives Using Microwave Systems. Sensors (Basel). 2023 Feb 18; 23 (4)
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  9. Ryu AJ, Kumar S, Dispenzieri A, Kyle RA, Rajkumar SV, Kingsley TC. Artificial intelligence-enabled screening strategy for drug repurposing in monoclonal gammopathy of undetermined significance. Blood Cancer J. 2023 Feb 17; 13 (1):28
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  10. Damani S, Damani DN, Redij R, Sethi AK, Muddaloor P, Kapoor A, Rajagopal A, Gopalakrishnan K, Wang XJ, Chedid VG, Ryu AJ, Aakre CA, Arunachalam SP. On the design of a novel phonoenterogram sensing device using ai assisted computer-Aided auscultation. Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023. 2023; v001t04a010.
  11. Damani S, Gopalakrishnan K, Aedma K, Muddaloor P, Chandrasekhara V, Ryu AJ, Aakre CA, Arunachalam SP. Itinerary predictive analytics: ai based software as a medical device to predict patients first visit itinerary for healthcare administration. Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023. 2023; v001t02a001.
  12. Shinde RM, Manga S, Muthavarapu N, Gopalakrishnan K, Aakre CA, Ryu AJ, Arunachalam SP. Blood pressure prediction from photoplethysmogram signal using artificial intelligence. Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023. 2023; v001t01a002
  13. James JK, Jeffery MM, Campbell RL, Wieland ML, Ryu AJ. Demographic Trends in Emergency Department Visits for Psychiatric Concerns During the COVID-19 Pandemic. Mayo Clin Proc Innov Qual Outcomes. 2022 Oct; 6 (5):436-442 Epub 2022 Aug 08
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  14. Ryu AJ, Romero-Brufau S, Qian R, Heaton HA, Nestler DM, Ayanian S, Kingsley TC. Assessing the Generalizability of a Clinical Machine Learning Model Across Multiple Emergency Departments. Mayo Clin Proc Innov Qual Outcomes. 2022 Jun; 6 (3):193-199 Epub 2022 Apr 26
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  15. Ryu AJ, Magnuson DR, Kingsley TC. Why Mayo Clinic Is Embracing the Cloud and What This Means for Clinicians and Researchers. Mayo Clin Proc Innov Qual Outcomes. 2021 Dec; 5 (6):969-973 Epub 2021 Sept 29
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  16. Riaz IB, He H, Ryu AJ, Siddiqi R, Naqvi SAA, Yao Y, Husnain M, Narasimhulu DM, Mathew J, Sipra QUAR, Vandvik PO, Joseph RW, Liu H, Wang Z, Herasevich V, Singh P, Hussain SA, Ho TH, Bryce AH, Pagliaro LC, Murad MH, Costello BA. A Living, Interactive Systematic Review and Network Meta-analysis of First-line Treatment of Metastatic Renal Cell Carcinoma. Eur Urol. 2021 Dec; 80 (6):712-723 Epub 2021 Apr 03
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  17. Ryu AJ, Romero-Brufau S, Shahraki N, Zhang J, Qian R, Kingsley TC. Practical development and operationalization of a 12-hour hospital census prediction algorithm. J Am Med Inform Assoc. 2021 Aug 13; 28(9):1977-1981.
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  18. Kumar V, Manduca A, Rao C, Ryu AJ, Gibbons RJ, Gersh BJ, Chandrasekaran K, Asirvatham SJ, Araoz PA, Oh JK, Egbe AC, Behfar A, Borlaug BA, Anavekar NS. An under-recognized phenomenon: Myocardial volume change during the cardiac cycle. Echocardiography. 2021 Aug; 38 (8):1235-1244 Epub 2021 June 04
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  19. Romero-Brufau S, Chopra A, Ryu AJ, Gel E, Raskar R, Kremers W, Anderson KS, Subramanian J, Krishnamurthy B, Singh A, Pasupathy K, Dong Y, O'Horo JC, Wilson WR, Mitchell O, Kingsley TC. Public health impact of delaying second dose of BNT162b2 or mRNA-1273 covid-19 vaccine: simulation agent based modeling study. BMJ. 2021 May 12; 373:n1087.
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  20. Krishna H, Ryu AJ, Scott CG, Mandale DR, Naqvi TZ, Pellikka PA. Cardiac Abnormalities in COVID-19 and Relationship to Outcome. Mayo Clin Proc. 2021 Apr; 96 (4):932-942 Epub 2021 Jan 19
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  21. Ryu AJ, Kumar V, Borlaug BA, Manduca A, Rao CK, Gibbons RJ, Asirvatham SJ, Gersh BJ, Chandrasekaran K, Araoz PA, Oh JK, Egbe AC, Behfar A, Anavekar NS. Systolic-to-diastolic myocardial volume ratio as a novel imaging marker of cardiomyopathy. Int J Cardiol. 2021 Jan 1; 322:272-277 Epub 2020 Aug 12
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  22. Kumar V, Ryu AJ, Manduca A, Rao C, Gibbons RJ, Gersh BJ, Chandrasekaran K, Asirvatham SJ, Araoz PA, Oh JK, Egbe AC, Behfar A, Borlaug BA, Anavekar NS. Cardiac MRI demonstrates compressibility in healthy myocardium but not in myocardium with reduced ejection fraction. Int J Cardiol. 2021 Jan 1; 322:278-283 Epub 2020 Aug 29
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  23. Ryu AJ, Rahimi RS, Leise MD. The Current Hepatic Encephalopathy Pipeline. J Clin Exp Hepatol. 2020 Jul-Aug; 10 (4):377-385 Epub 2020 Jan 14
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  24. Ryu AJ, Kane GC, Pislaru SV, Lekhakul A, Geske JB, Luis SA, Michelena HI, Nkomo VT, Thaden JJ, Sinak LJ. Bleeding Complications of Ultrasound-Guided Pericardiocentesis in the Presence of Coagulopathy or Thrombocytopenia. J Am Soc Echocardiogr. 2020 Mar; 33 (3):399-401 Epub 2020 Jan 17
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  25. Ryu AJ, Navin PJ, Hu X, Yi ES, Hartman TE, Ryu JH. Clinico-radiologic Features of Lung Disease Associated With Aspiration Identified on Lung Biopsy. Chest. 2019 Dec; 156 (6):1160-1166 Epub 2019 Aug 06
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  26. Ryu AJ, Geske JB. 63-Year-Old Man With Fever, Chills, and Myalgias. Mayo Clin Proc. 2019 May; 94 (5):882-886 Epub 2019 Mar 29
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  27. Ryu AJ, Glazebrook KN, Samreen N, Bauer PR, Yi ES, Ryu JH. Spectrum of Chronic Complications Related to Silicone Leakage and Migration. Am J Med. 2018 Nov; 131 (11):1383-1386 Epub 2018 Apr 20
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  28. Choy G, Kim MM, Ryu AJ. Recent trends in prostate MRI utilization, referral patterns, and clinical utility Journal of Urology. 2016.
  29. Ryu AJ, Gibson TB, McKellar MR, Chernew ME. The slowdown in health care spending in 2009-11 reflected factors other than the weak economy and thus may persist. Health Aff (Millwood). 2013 May; 32 (5):835-40
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  30. Rosen AB, Aizcorbe A, Ryu AJ, Nestoriak N, Cutler DM, Chernew ME. Policy makers will need a way to update bundled payments that reflects highly skewed spending growth of various care episodes. Health Aff (Millwood). 2013 May; 32 (5):944-51
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  31. Sathish V, Yang B, Meuchel LW, VanOosten SK, Ryu AJ, Thompson MA, Prakash YS, Pabelick CM. Caveolin-1 and force regulation in porcine airway smooth muscle. Am J Physiol Lung Cell Mol Physiol. 2011 Jun; 300 (6):L920-9 Epub 2011 Mar 18
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