Harvard Catalyst Profiles

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Michael Tse-Yin Lu, M.D.

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Mentoring
Available: 06/17/19, Expires: 06/30/22

Wanted:
Outstanding MD or PhD predoctoral student for deep learning research at the Cardiovascular Imaging Research Center at Massachusetts General Hospital and Harvard Medical School.

Current projects apply deep learning to predict health outcomes (e.g. heart attack) from medical imaging (e.g. CT and x-ray). We work with high quality trial datasets of tens of thousands of patients with imaging and adjudicated outcomes (ROMICAT II Hoffmann U et al. NEJM 2012; PROMISE Douglas PS et al. NEJM 2015; Framingham Heart Study Hoffmann U et al. JAMA Cardiology 2017; REPRIEVE Hoffmann U, Lu MT et al Am Heart J 2019; NLST Berg CD et al NEJM 2011).Recent publication using AI to predict mortality from chest x-rays in JAMA Open: https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2738349.

Prerequisites:

  • Coding experience
  • Experience or commitment to learn PyTorch and/or Tensorflow
  • Able to work in a collaborative team environment including MDs and PhDs
  • Excellent verbal and written communication skills


Bibliographic
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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  1. Taron J, Lyass A, Mahoney TF, Ehrbar RQ, Vasan RS, D'Agostino RB, Hoffmann U, Massaro JM, Lu MT. Coronary Artery Calcium Score-Directed Primary Prevention With Statins on the Basis of the 2018 American College of Cardiology/American Heart Association/Multisociety Cholesterol Guidelines. J Am Heart Assoc. 2021 Jan 05; 10(1):e018342. PMID: 33348999.
    Citations:    
  2. Sim JH, Sherman JB, Stanley TL, Corey KE, Fitch KV, Looby SE, Robinson JA, Lu MT, Burdo TH, Lo J. Pro-inflammatory Interleukin-18 is Associated with Hepatic Steatosis and Elevated Liver Enzymes in People with HIV Monoinfection. AIDS Res Hum Retroviruses. 2020 Dec 15. PMID: 33323025.
    Citations:    
  3. Karády J, Mayrhofer T, Ivanov A, Foldyna B, Lu MT, Ferencik M, Pursnani A, Salerno M, Udelson JE, Mark DB, Douglas PS, Hoffmann U. Cost-effectiveness Analysis of Anatomic vs Functional Index Testing in Patients With Low-Risk Stable Chest Pain. JAMA Netw Open. 2020 Dec 01; 3(12):e2028312. PMID: 33315111.
    Citations:    
  4. Thondapu V, Montes D, Rosovsky R, Dua A, McDermott S, Lu MT, Ghoshhajra B, Hoffmann U, Gerhard-Herman MD, Hedgire S. Venous thrombosis, thromboembolism, biomarkers of inflammation, and coagulation in coronavirus disease 2019. J Vasc Surg Venous Lymphat Disord. 2020 Nov 12. PMID: 33188961.
    Citations:    
  5. Eslami P, Hartman EMJ, Albaghadai M, Karady J, Jin Z, Thondapu V, Cefalo NV, Lu MT, Coskun A, Stone PH, Marsden A, Hoffmann U, Wentzel JJ. Validation of Wall Shear Stress Assessment in Non-invasive Coronary CTA versus Invasive Imaging: A Patient-Specific Computational Study. Ann Biomed Eng. 2020 Oct 16. PMID: 33067688.
    Citations:    Fields:    
  6. Pursnani A, Taron J, Mayrhofer T, Lu MT, Ferencik M, Ladapo JA, Douglas PS, Hoffmann U. Guideline-Based Statin Eligibility, Coronary Artery Stenosis and Cardiovascular Events in Patients with Stable Chest Pain: A Secondary Analysis of the PROMISE Randomized Clinical Trial. J Clin Med. 2020 Sep 24; 9(10). PMID: 32987771.
    Citations:    
  7. Lu MT, Raghu VK, Mayrhofer T, Aerts HJWL, Hoffmann U. Deep Learning Using Chest Radiographs to Identify High-Risk Smokers for Lung Cancer Screening Computed Tomography: Development and Validation of a Prediction Model. Ann Intern Med. 2020 11 03; 173(9):704-713. PMID: 32866413.
    Citations:    Fields:    
  8. Foldyna B, Zeleznik R, Eslami P, Mayrhofer T, Ferencik M, Bittner DO, Meyersohn NM, Puchner SB, Emami H, Aerts HJWL, Douglas PS, Lu MT, Hoffmann U. Epicardial Adipose Tissue in Patients With Stable Chest Pain: Insights From the PROMISE Trial. JACC Cardiovasc Imaging. 2020 Oct; 13(10):2273-2275. PMID: 32861649.
    Citations:    Fields:    
  9. Eslami P, Thondapu V, Karady J, Hartman EMJ, Jin Z, Albaghdadi M, Lu M, Wentzel JJ, Hoffmann U. Physiology and coronary artery disease: emerging insights from computed tomography imaging based computational modeling. Int J Cardiovasc Imaging. 2020 Dec; 36(12):2319-2333. PMID: 32779078.
    Citations:    Fields:    
  10. Meyersohn NM, Mayrhofer T, Corey KE, Bittner DO, Staziaki PV, Szilveszter B, Hallett T, Lu MT, Puchner SB, Simon TG, Foldyna B, Voora D, Ginsburg GS, Douglas PS, Hoffmann U, Ferencik M. Association of Hepatic Steatosis With Major Adverse Cardiovascular Events, Independent of Coronary Artery Disease. Clin Gastroenterol Hepatol. 2020 Jul 21. PMID: 32707340.
    Citations:    Fields:    
  11. Zanni MV, Currier JS, Kantor A, Smeaton L, Rivard C, Taron J, Burdo TH, Badal-Faesen S, Lalloo UG, Pinto JA, Samaneka W, Valencia J, Klingman K, Allston-Smith B, Cooper-Arnold K, Desvigne-Nickens P, Lu MT, Fitch KV, Hoffman U, Grinspoon SK, Douglas PS, Looby SE. Correlates and Timing of Reproductive Aging Transitions in a Global Cohort of Midlife Women With Human Immunodeficiency Virus: Insights From the REPRIEVE Trial. J Infect Dis. 2020 Jul 09; 222(Supplement_1):S20-S30. PMID: 32645159.
    Citations:    Fields:    
  12. Eslami P, Parmar C, Foldyna B, Scholtz JE, Ivanov A, Zeleznik R, Lu MT, Ferencik M, Vasan RS, Baltrusaitis K, Massaro JM, D'Agostino RB, Mayrhofer T, O'Donnell CJ, Aerts HJWL, Hoffmann U. Radiomics of Coronary Artery Calcium in the Framingham Heart Study. Radiol Cardiothorac Imaging. 2020 Feb 27; 2(1):e190119. PMID: 32715301.
    Citations:    
  13. Bogorodskaya M, Fitch KV, Lu M, Torriani M, Zanni MV, Looby SE, Iyengar S, Triant VA, Grinspoon SK, Srinivasa S, Lo J. Measures of Adipose Tissue Redistribution and Atherosclerotic Coronary Plaque in HIV. Obesity (Silver Spring). 2020 04; 28(4):749-755. PMID: 32086864.
    Citations:    Fields:    Translation:Humans
  14. Taron J, Lee S, Aluru J, Hoffmann U, Lu MT. A review of serial coronary computed tomography angiography (CTA) to assess plaque progression and therapeutic effect of anti-atherosclerotic drugs. Int J Cardiovasc Imaging. 2020 Dec; 36(12):2305-2317. PMID: 32076919.
    Citations:    Fields:    
  15. Fourman LT, Saylor CF, Cheru L, Fitch K, Looby S, Keller K, Robinson JA, Hoffmann U, Lu MT, Burdo T, Lo J. Anti-Inflammatory Interleukin 10 Inversely Relates to Coronary Atherosclerosis in Persons With Human Immunodeficiency Virus. J Infect Dis. 2020 02 03; 221(4):510-515. PMID: 31077265.
    Citations:    Fields:    Translation:HumansCells
  16. Karády J, Mayrhofer T, Foldyna B, Ivanov A, Kikuchi Y, Ferencik M, Lu MT, Puchner SB, Emami H, Meyersohn NM, Bittner DO, Maurovich-Horvat P, Douglas PS, Hoffmann U. Left Ventricular Intramyocardial Fat Detected on Cardiac Computed Tomography in Patients With Stable Chest Pain. JACC Cardiovasc Imaging. 2020 05; 13(5):1282-1284. PMID: 31954656.
    Citations:    Fields:    
  17. Bittner DO, Mayrhofer T, Budoff M, Szilveszter B, Foldyna B, Hallett TR, Ivanov A, Janjua S, Meyersohn NM, Staziaki PV, Achenbach S, Ferencik M, Douglas PS, Hoffmann U, Lu MT. Prognostic Value of Coronary CTA in Stable Chest Pain: CAD-RADS, CAC, and Cardiovascular Events in PROMISE. JACC Cardiovasc Imaging. 2020 Jul; 13(7):1534-1545. PMID: 31734213.
    Citations:    Fields:    
  18. Foldyna B, Lo J, Mayrhofer T, Grinspoon SK, Hoffmann U, Lu MT. Individual coronary plaque changes on serial CT angiography: Within-patient heterogeneity, natural history, and statin effects in HIV. J Cardiovasc Comput Tomogr. 2020 Mar - Apr; 14(2):144-148. PMID: 31451438.
    Citations: 2     Fields:    Translation:Humans
  19. Kolossváry M, Karády J, Kikuchi Y, Ivanov A, Schlett CL, Lu MT, Foldyna B, Merkely B, Aerts HJ, Hoffmann U, Maurovich-Horvat P. Radiomics versus Visual and Histogram-based Assessment to Identify Atheromatous Lesions at Coronary CT Angiography: An ex Vivo Study. Radiology. 2019 10; 293(1):89-96. PMID: 31385755.
    Citations: 6     Fields:    Translation:Humans
  20. Lu MT, Ivanov A, Mayrhofer T, Hosny A, Aerts HJWL, Hoffmann U. Deep Learning to Assess Long-term Mortality From Chest Radiographs. JAMA Netw Open. 2019 07 03; 2(7):e197416. PMID: 31322692.
    Citations: 4     Fields:    Translation:HumansPHPublic Health
  21. Ferencik M, Lu MT, Mayrhofer T, Puchner SB, Liu T, Maurovich-Horvat P, Ghemigian K, Ivanov A, Adami E, Nagurney JT, Woodard PK, Truong QA, Udelson JE, Hoffmann U. Non-invasive fractional flow reserve derived from coronary computed tomography angiography in patients with acute chest pain: Subgroup analysis of the ROMICAT II trial. J Cardiovasc Comput Tomogr. 2019 Jul - Aug; 13(4):196-202. PMID: 31113728.
    Citations: 1     Fields:    Translation:Humans
  22. Scholtz JE, Baliyan V, Hedgire S, Mercaldo ND, Pierce TT, Missine GZS, Meyersohn NM, Stockton K, Redel TL, McNulty F, Savage C, Roberts RJ, Foldyna B, Takx RAP, Dushyant S, Lu MT, Hoffmann U, Ghoshhajra BB. Randomized Trial Comparing Transdermal With Sublingual Nitroglycerin Administration for Coronary Vasodilation in CTA. JACC Cardiovasc Imaging. 2019 09; 12(9):1890-1893. PMID: 31103580.
    Citations:    Fields:    Translation:Humans
  23. Eslami P, Tran J, Jin Z, Karady J, Sotoodeh R, Lu MT, Hoffmann U, Marsden A. Effect of Wall Elasticity on Hemodynamics and Wall Shear Stress in Patient-Specific Simulations in the Coronary Arteries. J Biomech Eng. 2019 May 10. PMID: 31074768.
    Citations:    Fields:    
  24. Foldyna B, Eslami P, Scholtz JE, Baltrusaitis K, Lu MT, Massaro JM, D'Agostino RB, Ferencik M, Aerts HJWL, O'Donnell CJ, Hoffmann U. Density and morphology of coronary artery calcium for the prediction of cardiovascular events: insights from the Framingham Heart Study. Eur Radiol. 2019 Nov; 29(11):6140-6148. PMID: 31049733.
    Citations: 1     Fields:    Translation:Humans
  25. Foldyna B, Udelson JE, Karády J, Banerji D, Lu MT, Mayrhofer T, Bittner DO, Meyersohn NM, Emami H, Genders TSS, Fordyce CB, Ferencik M, Douglas PS, Hoffmann U. Pretest probability for patients with suspected obstructive coronary artery disease: re-evaluating Diamond-Forrester for the contemporary era and clinical implications: insights from the PROMISE trial. Eur Heart J Cardiovasc Imaging. 2019 May 01; 20(5):574-581. PMID: 30520944.
    Citations: 5     Fields:    Translation:Humans
  26. Sharma A, Coles A, Sekaran NK, Pagidipati NJ, Lu MT, Mark DB, Lee KL, Al-Khalidi HR, Hoffmann U, Douglas PS. Stress Testing Versus CT Angiography in Patients With Diabetes and Suspected Coronary Artery Disease. J Am Coll Cardiol. 2019 03 05; 73(8):893-902. PMID: 30819356.
    Citations: 1     Fields:    Translation:Humans
  27. Hoffmann U, Lu MT, Olalere D, Adami EC, Osborne MT, Ivanov A, Aluru JS, Lee S, Arifovic N, Overton ET, Fichtenbaum CJ, Aberg JA, Alston-Smith B, Klingman KL, Waclawiw M, Burdo TH, Williams KC, Zanni MV, Desvigne-Nickens P, Cooper-Arnold K, Fitch KV, Ribaudo H, Douglas PS, Grinspoon SK. Rationale and design of the Mechanistic Substudy of the Randomized Trial to Prevent Vascular Events in HIV (REPRIEVE): Effects of pitavastatin on coronary artery disease and inflammatory biomarkers. Am Heart J. 2019 06; 212:1-12. PMID: 30928823.
    Citations: 7     Fields:    Translation:HumansPHPublic HealthCTClinical Trials
  28. Grinspoon SK, Fitch KV, Overton ET, Fichtenbaum CJ, Zanni MV, Aberg JA, Malvestutto C, Lu MT, Currier JS, Sponseller CA, Waclawiw M, Alston-Smith B, Cooper-Arnold K, Klingman KL, Desvigne-Nickens P, Hoffmann U, Ribaudo HJ, Douglas PS. Rationale and design of the Randomized Trial to Prevent Vascular Events in HIV (REPRIEVE). Am Heart J. 2019 06; 212:23-35. PMID: 30928825.
    Citations: 16     Fields:    Translation:HumansPHPublic HealthCTClinical Trials
  29. Cheru LT, Fitch KV, Saylor CF, Lu M, Hoffmann U, Lo J, Grinspoon SK. Mild renal impairment is associated with calcified plaque parameters assessed by computed tomography angiography in people living with HIV. AIDS. 2019 02 01; 33(2):219-227. PMID: 30325774.
    Citations:    Fields:    Translation:Humans
  30. Churchill JL, Ard KL, Roh JD, Lu MT. Pulmonary Artery Mass in a Patient With Tuberculous Pericarditis. CASE (Phila). 2019 Feb; 3(1):2-5. PMID: 30828674.
    Citations:    
  31. Cheru LT, Saylor CF, Fitch KV, Looby SE, Lu M, Hoffmann U, Stanley TL, Lo J. Low vitamin D is associated with coronary atherosclerosis in women with HIV. Antivir Ther. 2019; 24(7):505-512. PMID: 31742564.
    Citations:    Fields:    
  32. Bittner DO, Mayrhofer T, Puchner SB, Lu MT, Maurovich-Horvat P, Ghemigian K, Kitslaar PH, Broersen A, Bamberg F, Truong QA, Schlett CL, Hoffmann U, Ferencik M. Coronary Computed Tomography Angiography-Specific Definitions of High-Risk Plaque Features Improve Detection of Acute Coronary Syndrome. Circ Cardiovasc Imaging. 2018 08; 11(8):e007657. PMID: 30354493.
    Citations: 2     Fields:    Translation:Humans
  33. Foldyna B, Fourman LT, Lu MT, Mueller ME, Szilveszter B, Neilan TG, Ho JE, Burdo TH, Lau ES, Stone LA, Toribio M, Srinivasa S, Looby SE, Lo J, Fitch KV, Zanni MV. Sex Differences in Subclinical Coronary Atherosclerotic Plaque Among Individuals With HIV on Antiretroviral Therapy. . 2018 08 01; 78(4):421-428. PMID: 29601406.
    Citations: 4     Translation:Humans
  34. Kohli P, Staziaki PV, Janjua SA, Addison DA, Hallett TR, Hennessy O, Takx RAP, Lu MT, Fintelmann FJ, Semigran M, Harris RS, Celli BR, Hoffmann U, Neilan TG. The effect of emphysema on readmission and survival among smokers with heart failure. PLoS One. 2018; 13(7):e0201376. PMID: 30059544.
    Citations:    Fields:    Translation:Humans
  35. Pallais JC, Fenves AZ, Lu MT, Glomski K. Case 18-2018: A 45-Year-Old Woman with Hypertension, Fatigue, and Altered Mental Status. N Engl J Med. 2018 06 14; 378(24):2322-2333. PMID: 29897853.
    Citations:    Fields:    Translation:Humans
  36. Scholtz JE, Addison D, Bittner DO, Janjua S, Foldyna B, Hedgire S, Staziaki PV, Januzzi JL, Nagurney JT, Meyersohn N, Lu MT, Neilan TG, Hoffmann U, Ghoshhajra BB. Diagnostic Performance of Coronary CTA in Intermediate-to-High-Risk Patients for Suspected Acute Coronary Syndrome: Results From an Emergency Department Registry. JACC Cardiovasc Imaging. 2018 09; 11(9):1369-1371. PMID: 29778865.
    Citations:    Fields:    Translation:Humans
  37. deFilippi C, Christenson R, Joyce J, Park EA, Wu A, Fitch KV, Looby SE, Lu MT, Hoffmann U, Grinspoon SK, Lo J. Brief Report: Statin Effects on Myocardial Fibrosis Markers in People Living With HIV. J Acquir Immune Defic Syndr. 2018 05 01; 78(1):105-110. PMID: 29419569.
    Citations: 2     Translation:HumansCells
  38. Puchner SB, Mayrhofer T, Park J, Lu MT, Liu T, Maurovich-Horvat P, Ghemigian K, Bittner DO, Fleg JL, Udelson JE, Truong QA, Hoffmann U, Ferencik M. Differences in the association of total versus local coronary artery calcium with acute coronary syndrome and culprit lesions in patients with acute chest pain: The coronary calcium paradox. Atherosclerosis. 2018 07; 274:251-257. PMID: 29703635.
    Citations:    Fields:    Translation:Humans
  39. Foldyna B, Troschel FM, Addison D, Fintelmann FJ, Elmariah S, Furman D, Eslami P, Ghoshhajra B, Lu MT, Murthy VL, Hoffmann U, Shah R. Computed tomography-based fat and muscle characteristics are associated with mortality after transcatheter aortic valve replacement. J Cardiovasc Comput Tomogr. 2018 May - Jun; 12(3):223-228. PMID: 29606394.
    Citations: 1     Fields:    Translation:Humans
  40. Ferencik M, Mayrhofer T, Bittner DO, Emami H, Puchner SB, Lu MT, Meyersohn NM, Ivanov AV, Adami EC, Patel MR, Mark DB, Udelson JE, Lee KL, Douglas PS, Hoffmann U. Use of High-Risk Coronary Atherosclerotic Plaque Detection for Risk Stratification of Patients With Stable Chest Pain: A Secondary Analysis of the PROMISE Randomized Clinical Trial. JAMA Cardiol. 2018 02 01; 3(2):144-152. PMID: 29322167.
    Citations: 19     Fields:    Translation:Humans
  41. Nørgaard BL, Leipsic J, Douglas PS, Lu M, Bøtker HE, Jensen JM. The Authors Reply. JACC Cardiovasc Imaging. 2018 02; 11(2 Pt 1):285-286. PMID: 29413648.
    Citations:    Fields:    Translation:Humans
  42. Addison D, Lawler PR, Emami H, Janjua SA, Staziaki PV, Hallett TR, Hennessy O, Lee H, Szilveszter B, Lu M, Mousavi N, Nayor MG, Delling FN, Romero JM, Wirth LJ, Chan AW, Hoffmann U, Neilan TG. Incidental Statin Use and the Risk of Stroke or Transient Ischemic Attack after Radiotherapy for Head and Neck Cancer. J Stroke. 2018 Jan; 20(1):71-79. PMID: 29402065.
    Citations: 5     
  43. Srinivasa S, Lu MT, Fitch KV, Hallett TR, O'Malley TK, Stone LA, Martin A, Coromilas AJ, Burdo TH, Triant VA, Lo J, Looby SE, Neilan TG, Zanni MV. Epicardial adipose tissue volume and cardiovascular risk indices among asymptomatic women with and without HIV. Antivir Ther. 2018; 23(1):1-9. PMID: 28930079.
    Citations: 2     Fields:    Translation:HumansCells
  44. Bittner DO, Takx RAP, Staziaki PV, Janjua S, Neilan TG, Meyersohn NM, Lu MT, Prabhakar AM, Nagurney JT, Hoffmann U, Ghoshhajra BB. Identification of coronary artery calcification can optimize risk stratification in patients with acute chest pain. Int J Cardiol. 2017 Dec 15; 249:473-478. PMID: 29121752.
    Citations: 2     Fields:    Translation:Humans
  45. Lu MT, Meyersohn NM, Mayrhofer T, Bittner DO, Emami H, Puchner SB, Foldyna B, Mueller ME, Hearne S, Yang C, Achenbach S, Truong QA, Ghoshhajra BB, Patel MR, Ferencik M, Douglas PS, Hoffmann U. Central Core Laboratory versus Site Interpretation of Coronary CT Angiography: Agreement and Association with Cardiovascular Events in the PROMISE Trial. Radiology. 2018 04; 287(1):87-95. PMID: 29178815.
    Citations: 4     Fields:    Translation:Humans
  46. Scholtz JE, Lu MT, Hedgire S, Meyersohn NM, Oliveira GR, Prabhakar AM, Gupta R, Kalra MK, Shepard JO, Hoffmann U, Ghoshhajra BB. Incidental pulmonary nodules in emergent coronary CT angiography for suspected acute coronary syndrome: Impact of revised 2017 Fleischner Society Guidelines. J Cardiovasc Comput Tomogr. 2018 Jan - Feb; 12(1):28-33. PMID: 29195841.
    Citations: 3     Fields:    Translation:Humans
  47. Sharma A, Sekaran NK, Coles A, Pagidipati NJ, Hoffmann U, Mark DB, Lee KL, Al-Khalidi HR, Lu MT, Pellikka PA, Truong QA, Douglas PS. Impact of Diabetes Mellitus on the Evaluation of Stable Chest Pain Patients: Insights From the PROMISE (Prospective Multicenter Imaging Study for Evaluation of Chest Pain) Trial. J Am Heart Assoc. 2017 10 31; 6(11). PMID: 29089344.
    Citations: 2     Fields:    Translation:Humans
  48. Fourman LT, Lu MT, Lee H, Fitch KV, Hallett TR, Park J, Czerwonka N, Weiss J, Stanley TL, Lo J, Grinspoon SK. Differential relationships of hepatic and epicardial fat to body composition in HIV. Physiol Rep. 2017 Oct; 5(19). PMID: 29038352.
    Citations:    Fields:    Translation:Humans
  49. Janjua SA, Staziaki PV, Szilveszter B, Takx RAP, Mayrhofer T, Hennessy O, Emami HA, Park J, Ivanov A, Hallett TR, Lu MT, Romero JM, Grinspoon SK, Hoffmann U, Zanni MV, Neilan TG. Presence, Characteristics, and Prognostic Associations of Carotid Plaque Among People Living With HIV. Circ Cardiovasc Imaging. 2017 10; 10(10). PMID: 29021257.
    Citations: 4     Fields:    Translation:Humans
  50. Ferencik M, Mayrhofer T, Lu MT, Woodard PK, Truong QA, Peacock WF, Bamberg F, Sun BC, Fleg JL, Nagurney JT, Udelson JE, Koenig W, Januzzi JL, Hoffmann U. High-Sensitivity Cardiac Troponin I as a Gatekeeper for Coronary Computed Tomography Angiography and Stress Testing in Patients with Acute Chest Pain. Clin Chem. 2017 Nov; 63(11):1724-1733. PMID: 28923845.
    Citations: 4     Fields:    Translation:Humans
  51. Addison D, Seidelmann SB, Janjua SA, Emami H, Staziaki PV, Hallett TR, Szilveszter B, Lu MT, Cambria RP, Hoffmann U, Chan AW, Wirth LJ, Neilan TG. Human Papillomavirus Status and the Risk of Cerebrovascular Events Following Radiation Therapy for Head and Neck Cancer. J Am Heart Assoc. 2017 Aug 30; 6(9). PMID: 28855164.
    Citations: 5     Fields:    Translation:HumansCells
  52. Budoff MJ, Mayrhofer T, Ferencik M, Bittner D, Lee KL, Lu MT, Coles A, Jang J, Krishnam M, Douglas PS, Hoffmann U. Prognostic Value of Coronary Artery Calcium in the PROMISE Study (Prospective Multicenter Imaging Study for Evaluation of Chest Pain). Circulation. 2017 Nov 21; 136(21):1993-2005. PMID: 28847895.
    Citations: 24     Fields:    Translation:Humans
  53. Lu MT, Douglas PS, Udelson JE, Adami E, Ghoshhajra BB, Picard MH, Roberts R, Lee KL, Einstein AJ, Mark DB, Velazquez EJ, Carter W, Ridner M, Al-Khalidi HR, Hoffmann U. Safety of coronary CT angiography and functional testing for stable chest pain in the PROMISE trial: A randomized comparison of test complications, incidental findings, and radiation dose. J Cardiovasc Comput Tomogr. 2017 Sep - Oct; 11(5):373-382. PMID: 28838846.
    Citations: 2     Fields:    Translation:HumansPHPublic Health
  54. Liu T, Maurovich-Horvat P, Mayrhofer T, Puchner SB, Lu MT, Ghemigian K, Kitslaar PH, Broersen A, Pursnani A, Hoffmann U, Ferencik M. Quantitative coronary plaque analysis predicts high-risk plaque morphology on coronary computed tomography angiography: results from the ROMICAT II trial. Int J Cardiovasc Imaging. 2018 Feb; 34(2):311-319. PMID: 28803421.
    Citations: 4     Fields:    Translation:Humans
  55. Lin J, DeLuca JR, Lu MT, Ruehm SG, Dudum R, Choi B, Lieberman DE, Hoffman U, Baggish AL. Extreme Endurance Exercise and Progressive Coronary Artery Disease. J Am Coll Cardiol. 2017 07 11; 70(2):293-295. PMID: 28683972.
    Citations: 3     Fields:    Translation:Humans
  56. Baggish AL, Weiner RB, Kanayama G, Hudson JI, Lu MT, Hoffmann U, Pope HG. Cardiovascular Toxicity of Illicit Anabolic-Androgenic Steroid Use. Circulation. 2017 May 23; 135(21):1991-2002. PMID: 28533317.
    Citations: 22     Fields:    Translation:Humans
  57. Bittner DO, Mayrhofer T, Bamberg F, Hallett TR, Janjua S, Addison D, Nagurney JT, Udelson JE, Lu MT, Truong QA, Woodard PK, Hollander JE, Miller C, Chang AM, Singh H, Litt H, Hoffmann U, Ferencik M. Impact of Coronary Calcification on Clinical Management in Patients With Acute Chest Pain. Circ Cardiovasc Imaging. 2017 May; 10(5). PMID: 28487318.
    Citations: 4     Fields:    Translation:Humans
  58. Lu MT. Revisiting Coronary Artery Calcium and Incident Dementia. Circ Cardiovasc Imaging. 2017 05; 10(5). PMID: 28465456.
    Citations:    Fields:    Translation:Humans
  59. Zanni MV, Toribio M, Wilks MQ, Lu MT, Burdo TH, Walker J, Autissier P, Foldyna B, Stone L, Martin A, Cope F, Abbruzzese B, Brady T, Hoffmann U, Williams KC, El-Fakhri G, Grinspoon SK. Application of a Novel CD206+ Macrophage-Specific Arterial Imaging Strategy in HIV-Infected Individuals. J Infect Dis. 2017 04 15; 215(8):1264-1269. PMID: 28204544.
    Citations: 10     Fields:    Translation:HumansCells
  60. Lu MT, Ferencik M, Roberts RS, Lee KL, Ivanov A, Adami E, Mark DB, Jaffer FA, Leipsic JA, Douglas PS, Hoffmann U. Noninvasive FFR Derived From Coronary CT Angiography: Management and Outcomes in the PROMISE Trial. JACC Cardiovasc Imaging. 2017 11; 10(11):1350-1358. PMID: 28412436.
    Citations: 17     Fields:    Translation:Humans
  61. Emami H, Takx RAP, Mayrhofer T, Janjua S, Park J, Pursnani A, Tawakol A, Lu MT, Ferencik M, Hoffmann U. Nonobstructive Coronary Artery Disease by Coronary CT Angiography Improves Risk Stratification and Allocation of Statin Therapy. JACC Cardiovasc Imaging. 2017 09; 10(9):1031-1038. PMID: 28330658.
    Citations:    Fields:    Translation:Humans
  62. Kundi R, Prior SJ, Addison O, Lu M, Ryan AS, Lal BK. Contrast-Enhanced Ultrasound Reveals Exercise-Induced Perfusion Deficits in Claudicants. J Vasc Endovasc Surg. 2017; 2(1). PMID: 28691118.
    Citations: 4     
  63. Ghoshhajra BB, Takx RAP, Staziaki PV, Vadvala H, Kim P, Neilan TG, Meyersohn NM, Bittner D, Janjua SA, Mayrhofer T, Greenwald JL, Truong QA, Abbara S, Brown DFM, Januzzi JL, Francis S, Nagurney JT, Hoffmann U. Clinical implementation of an emergency department coronary computed tomographic angiography protocol for triage of patients with suspected acute coronary syndrome. Eur Radiol. 2017 Jul; 27(7):2784-2793. PMID: 27885414.
    Citations: 6     Fields:    Translation:Humans
  64. Lu MT, Onuma OK, Massaro JM, D'Agostino RB, O'Donnell CJ, Hoffmann U. Lung Cancer Screening Eligibility in the Community: Cardiovascular Risk Factors, Coronary Artery Calcification, and Cardiovascular Events. Circulation. 2016 09 20; 134(12):897-9. PMID: 27647299.
    Citations: 2     Fields:    Translation:HumansPHPublic Health
  65. Fitch KV, DeFilippi C, Christenson R, Srinivasa S, Lee H, Lo J, Lu MT, Wong K, Petrow E, Sanchez L, Looby SE, Hoffmann U, Zanni M, Grinspoon SK. Subclinical myocyte injury, fibrosis and strain in relationship to coronary plaque in asymptomatic HIV-infected individuals. AIDS. 2016 09 10; 30(14):2205-14. PMID: 27314177.
    Citations: 9     Fields:    Translation:HumansCells
  66. Zanni MV, Toribio M, Robbins GK, Burdo TH, Lu MT, Ishai AE, Feldpausch MN, Martin A, Melbourne K, Triant VA, Suchindran S, Lee H, Hoffmann U, Williams KC, Tawakol A, Grinspoon SK. Effects of Antiretroviral Therapy on Immune Function and Arterial Inflammation in Treatment-Naive Patients With Human Immunodeficiency Virus Infection. JAMA Cardiol. 2016 07 01; 1(4):474-80. PMID: 27438325.
    Citations: 21     Fields:    Translation:Humans
  67. Lo J, Lu MT, Kim EA, Nou E, Hallett TR, Park J, Hoffmann U, Grinspoon SK. Statin Effects to Reduce Hepatosteatosis as Measured by Computed Tomography in Patients With Human Immunodeficiency Virus. Open Forum Infect Dis. 2016 Apr; 3(2):ofw062. PMID: 27419149.
    Citations: 5     
  68. Lu MT, Park J, Ghemigian K, Mayrhofer T, Puchner SB, Liu T, Fleg JL, Udelson JE, Truong QA, Ferencik M, Hoffmann U. Epicardial and paracardial adipose tissue volume and attenuation - Association with high-risk coronary plaque on computed tomographic angiography in the ROMICAT II trial. Atherosclerosis. 2016 08; 251:47-54. PMID: 27266821.
    Citations: 15     Fields:    Translation:Humans
  69. Janjua SA, Pursnani A, Mayrhofer T, Puchner SB, Liu T, Lu MT, Maurovich-Horvat P, Woodard PK, Chou E, Fleg JL, Truong QA, Ferencik M, Hoffmann U. Statin Use Is Associated With Fewer High-Risk Plaques on Coronary CT Angiography. JACC Cardiovasc Imaging. 2017 02; 10(2):208-210. PMID: 27085451.
    Citations:    Fields:    Translation:Humans
  70. Lu MT, Hallett TR, Hemingway J, Hughes DR, Hoffmann U, Duszak R. Secondary Interpretation of CT Examinations: Frequency and Payment in the Medicare Fee-for-Service Population. J Am Coll Radiol. 2016 Sep; 13(9):1096-101. PMID: 27012731.
    Citations: 2     Fields:    
  71. Nou E, Lu MT, Looby SE, Fitch KV, Kim EA, Lee H, Hoffmann U, Grinspoon SK, Lo J. Serum oxidized low-density lipoprotein decreases in response to statin therapy and relates independently to reductions in coronary plaque in patients with HIV. AIDS. 2016 Feb 20; 30(4):583-90. PMID: 26558731.
    Citations: 21     Fields:    Translation:HumansCTClinical Trials
  72. Roh EK, Ali M, Lu MT, Bradshaw SH. Case 2-2016. An 84-Year-Old Woman with Chest Pain, Dyspnea, and a Rash. N Engl J Med. 2016 01 21; 374(3):264-74. PMID: 26789875.
    Citations:    Fields:    Translation:Humans
  73. Lu MT, Rosman DA, Wu CC, Gilman MD, Harvey HB, Gervais DA, Alkasab TK, Shepard JA, Boland GW, Pandharipande PV. Radiologist Point-of-Care Clinical Decision Support and Adherence to Guidelines for Incidental Lung Nodules. J Am Coll Radiol. 2016 Feb; 13(2):156-62. PMID: 26577875.
    Citations: 2     Fields:    Translation:Humans
  74. Ferencik M, Liu T, Mayrhofer T, Puchner SB, Lu MT, Maurovich-Horvat P, Pope JH, Truong QA, Udelson JE, Peacock WF, White CS, Woodard PK, Fleg JL, Nagurney JT, Januzzi JL, Hoffmann U. hs-Troponin I Followed by CT Angiography Improves Acute Coronary Syndrome Risk Stratification Accuracy and Work-Up in Acute Chest Pain Patients: Results From ROMICAT II Trial. JACC Cardiovasc Imaging. 2015 Nov; 8(11):1272-1281. PMID: 26476506.
    Citations: 6     Fields:    Translation:Humans
  75. Ferencik M, Mayrhofer T, Puchner SB, Lu MT, Maurovich-Horvat P, Liu T, Ghemigian K, Kitslaar P, Broersen A, Bamberg F, Truong QA, Schlett CL, Hoffmann U. Computed tomography-based high-risk coronary plaque score to predict acute coronary syndrome among patients with acute chest pain--Results from the ROMICAT II trial. J Cardiovasc Comput Tomogr. 2015 Nov-Dec; 9(6):538-45. PMID: 26229036.
    Citations: 13     Fields:    Translation:Humans
  76. Lo J, Lu MT, Ihenachor EJ, Wei J, Looby SE, Fitch KV, Oh J, Zimmerman CO, Hwang J, Abbara S, Plutzky J, Robbins G, Tawakol A, Hoffmann U, Grinspoon SK. Effects of statin therapy on coronary artery plaque volume and high-risk plaque morphology in HIV-infected patients with subclinical atherosclerosis: a randomised, double-blind, placebo-controlled trial. Lancet HIV. 2015 Feb; 2(2):e52-63. PMID: 26424461.
    Citations: 77     Fields:    Translation:Humans
  77. Lo J, Lu MT, Ihenachor EJ, Wei J, Looby SE, Fitch KV, Oh J, Zimmerman CO, Hwang J, Abbara S, Plutzky S, Robbins G, Tawakol A, Hoffmann U, Grinspoon SK. Effects of statin therapy on coronary artery plaque volume and high risk plaque morphology in HIV-infected patients with subclinical atherosclerosis: a randomised double-blind placebo-controlled trial. Lancet HIV. 2015; 2(2):e52-e63. View Publication.
  78. Nelson BA, Kaplan JL, El Saleeby CM, Lu MT, Mark EJ. Case records of the Massachusetts General Hospital. Case 39-2014. A 9-year-old girl with Crohn’s disease and pulmonary nodules. N Engl J Med. 2014 Dec 18; 371(25):2418-27. PMID: 25517709.
    Citations: 3     Fields:    Translation:Humans
  79. Schairer WW, Carrer A, Lu M, Hu SS. The increased prevalence of cervical spondylosis in patients with adult thoracolumbar spinal deformity. J Spinal Disord Tech. 2014 Dec; 27(8):E305-8. PMID: 24901877.
    Citations: 3     Fields:    Translation:Humans
  80. Puchner SB, Lu MT, Mayrhofer T, Liu T, Pursnani A, Ghoshhajra BB, Truong QA, Wiviott SD, Fleg JL, Hoffmann U, Ferencik M. High-risk coronary plaque at coronary CT angiography is associated with nonalcoholic fatty liver disease, independent of coronary plaque and stenosis burden: results from the ROMICAT II trial. Radiology. 2015 Mar; 274(3):693-701. PMID: 25369449.
    Citations: 24     Fields:    Translation:HumansCTClinical Trials
  81. Zanni MV, Fitch KV, Feldpausch M, Han A, Lee H, Lu MT, Abbara S, Ribaudo H, Douglas PS, Hoffmann U, Lo J, Grinspoon SK. 2013 American College of Cardiology/American Heart Association and 2004 Adult Treatment Panel III cholesterol guidelines applied to HIV-infected patients with/without subclinical high-risk coronary plaque. AIDS. 2014 Sep 10; 28(14):2061-70. PMID: 25265074.
    Citations: 33     Fields:    Translation:Humans
  82. Lu MT, Tellis WM, Avrin DE. Providing formal reports for outside imaging and the rate of repeat imaging. AJR Am J Roentgenol. 2014 Jul; 203(1):107-10. PMID: 24951202.
    Citations: 3     Fields:    Translation:Humans
  83. Kumamaru KK, Lu MT, Ghaderi Niri S, Hunsaker AR. Right ventricular enlargement in acute pulmonary embolism derived from CT pulmonary angiography. Int J Cardiovasc Imaging. 2013 Mar; 29(3):705-8. PMID: 23053855.
    Citations: 7     Fields:    Translation:Humans
  84. Kumamaru KK, Hunsaker AR, Wake N, Lu MT, Signorelli J, Bedayat A, Rybicki FJ. The variability in prognostic values of right ventricular-to-left ventricular diameter ratios derived from different measurement methods on computed tomography pulmonary angiography: a patient outcome study. J Thorac Imaging. 2012 Sep; 27(5):331-6. PMID: 22139353.
    Citations: 7     Fields:    Translation:Humans
  85. Lu MT, Thadani SR, Hope MD. Quantitative assessment of asymmetric aortic dilation with valve-related aortic disease. Acad Radiol. 2013 Jan; 20(1):10-5. PMID: 22951111.
    Citations: 7     Fields:    Translation:Humans
  86. Lu MT, Demehri S, Cai T, Parast L, Hunsaker AR, Goldhaber SZ, Rybicki FJ. Axial and reformatted four-chamber right ventricle-to-left ventricle diameter ratios on pulmonary CT angiography as predictors of death after acute pulmonary embolism. AJR Am J Roentgenol. 2012 Jun; 198(6):1353-60. PMID: 22623548.
    Citations: 12     Fields:    Translation:Humans
  87. Lu MT, Tellis WM, Fidelman N, Qayyum A, Avrin DE. Reducing the rate of repeat imaging: import of outside images to PACS. AJR Am J Roentgenol. 2012 Mar; 198(3):628-34. PMID: 22358003.
    Citations: 9     Fields:    Translation:Humans
  88. Kumamaru KK, Hunsaker AR, Bedayat A, Soga S, Signorelli J, Adams K, Wake N, Lu MT, Rybicki FJ. Subjective assessment of right ventricle enlargement from computed tomography pulmonary angiography images. Int J Cardiovasc Imaging. 2012 Apr; 28(4):965-73. PMID: 21670986.
    Citations: 7     Fields:    Translation:Humans
  89. Hunsaker AR, Lu MT, Goldhaber SZ, Rybicki FJ. Imaging in acute pulmonary embolism with special clinical scenarios. Circ Cardiovasc Imaging. 2010 Jul; 3(4):491-500. PMID: 20647583.
    Citations: 13     Fields:    Translation:Humans
  90. Lu MT, Cai T, Ersoy H, Whitmore AG, Levit NA, Goldhaber SZ, Rybicki FJ. Comparison of ECG-gated versus non-gated CT ventricular measurements in thirty patients with acute pulmonary embolism. Int J Cardiovasc Imaging. 2009 Jan; 25(1):101-7. PMID: 18626787.
    Citations: 14     Fields:    Translation:Humans
  91. Lu MT, Cai T, Ersoy H, Whitmore AG, Quiroz R, Goldhaber SZ, Rybicki FJ. Interval increase in right-left ventricular diameter ratios at CT as a predictor of 30-day mortality after acute pulmonary embolism: initial experience. Radiology. 2008 Jan; 246(1):281-7. PMID: 18096540.
    Citations: 11     Fields:    Translation:Humans
  92. Lu MT, Ersoy H, Whitmore AG, Lipton MJ, Rybicki FJ. Reformatted Four-Chamber and Short-Axis Views of the Heart Using Thin Section ( PMID: 17707319.
    Citations: 7     Fields:    Translation:Humans
  93. Streeter JL, Lu MT, Rybicki FJ. Informatics in radiology: RadiologyWiki.org: the free radiology resource that anyone can edit. Radiographics. 2007 Jul-Aug; 27(4):1193-200. PMID: 17620476.
    Citations: 10     Fields:    
  94. Rybicki FJ, Lu M, Fail PS, Daniels M. Utilization of thick (>3 mm) maximum intensity projection images in coronary CTA interpretation. Emerg Radiol. 2006 Dec; 13(3):157-9. PMID: 17028910.
    Citations: 2     Fields:    Translation:Humans
  95. Lu MT, Millstine J, Menard MT, Rybicki FJ, Viscomi S. Periaortic lymphoma as a mimic of posttraumatic intramural hematoma. Emerg Radiol. 2006 Oct; 13(1):35-8. PMID: 16897055.
    Citations: 3     Fields:    Translation:Humans
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.