Matthew Lungren, MD

Title(s)MSP Physician, Radiology
SchoolSchool of Medicine
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    1. Deep learning to detect left ventricular structural abnormalities in chest X-rays. Eur Heart J. 2024 Mar 20. Bhave S, Rodriguez V, Poterucha T, Mutasa S, Aberle D, Capaccione KM, Chen Y, Dsouza B, Dumeer S, Goldstein J, Hodes A, Leb J, Lungren M, Miller M, Monoky D, Navot B, Wattamwar K, Wattamwar A, Clerkin K, Ouyang D, Ashley E, Topkara VK, Maurer M, Einstein AJ, Uriel N, Homma S, Schwartz A, Jaramillo D, Perotte AJ, Elias P. PMID: 38503537.
      View in: PubMed   Mentions:    Fields:    
    2. Lessons Learned in Building Expertly Annotated Multi-Institution Datasets and Hosting the RSNA AI Challenges. Radiol Artif Intell. 2024 Mar 13; e230227. Kitamura FC, Prevedello LM, Colak E, Halabi SS, Lungren MP, Ball R, Kalpathy-Cramer J, Kahn CE, Richards T, Talbott JF, Shih G, Lin HM, Andriole KP, Vazirabad M, Erickson BJ, Flanders AE, Mongan J. PMID: 38477659.
      View in: PubMed   Mentions:
    3. Ensuring useful adoption of generative artificial intelligence in healthcare. J Am Med Inform Assoc. 2024 Mar 07. Jindal JA, Lungren MP, Shah NH. PMID: 38452298.
      View in: PubMed   Mentions:    Fields:    
    4. Authors' Reply. J Am Coll Radiol. 2024 Jan 30. Lungren MP, Fishman EK, Chu LC, Rizk RC, Rowe SP. PMID: 38302045.
      View in: PubMed   Mentions:    Fields:    
    5. More Is Different: Large Language Models in Health Care. J Am Coll Radiol. 2023 Dec 01. Lungren MP, Fishman EK, Chu LC, Rizk RC, Rowe SP. PMID: 38043632.
      View in: PubMed   Mentions:    Fields:    
    6. AI-clinician collaboration via disagreement prediction: A decision pipeline and retrospective analysis of real-world radiologist-AI interactions. Cell Rep Med. 2023 10 17; 4(10):101207. Sanchez M, Alford K, Krishna V, Huynh TM, Nguyen CDT, Lungren MP, Truong SQH, Rajpurkar P. PMID: 37769656; PMCID: PMC10591030.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    7. Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs. Nat Commun. 2023 07 07; 14(1):4039. Pyrros A, Borstelmann SM, Mantravadi R, Zaiman Z, Thomas K, Price B, Greenstein E, Siddiqui N, Willis M, Shulhan I, Hines-Shah J, Horowitz JM, Nikolaidis P, Lungren MP, Rodríguez-Fernández JM, Gichoya JW, Koyejo S, Flanders AE, Khandwala N, Gupta A, Garrett JW, Cohen JP, Layden BT, Pickhardt PJ, Galanter W. PMID: 37419921; PMCID: PMC10328953.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    8. The Current and Future State of AI Interpretation of Medical Images. N Engl J Med. 2023 May 25; 388(21):1981-1990. Rajpurkar P, Lungren MP. PMID: 37224199.
      View in: PubMed   Mentions: 35     Fields:    Translation:Humans
    9. Self-supervised learning for medical image classification: a systematic review and implementation guidelines. NPJ Digit Med. 2023 Apr 26; 6(1):74. Huang SC, Pareek A, Jensen M, Lungren MP, Yeung S, Chaudhari AS. PMID: 37100953; PMCID: PMC10131505.
      View in: PubMed   Mentions: 11  
    10. Author Correction: Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials. NPJ Digit Med. 2023 Feb 22; 6(1):27. Esteva A, Feng J, van der Wal D, Huang SC, Simko JP, DeVries S, Chen E, Schaeffer EM, Morgan TM, Sun Y, Ghorbani A, Naik N, Nathawani D, Socher R, Michalski JM, Roach M, Pisansky TM, Monson JM, Naz F, Wallace J, Ferguson MJ, Bahary JP, Zou J, Lungren M, Yeung S, Ross AE, NRG Prostate Cancer AI Consortium, Sandler HM, Tran PT, Spratt DE, Pugh S, Feng FY, Mohamad O. PMID: 36813827; PMCID: PMC9947124.
      View in: PubMed   Mentions:
    11. Artificial intelligence in veterinary care will be a major driving force behind ai advancements in healthcare. Vet Radiol Ultrasound. 2022 Dec; 63 Suppl 1:913-915. Lungren MP, Wilson DU. PMID: 36514232.
      View in: PubMed   Mentions: 2     Fields:    
    12. Developing medical imaging AI for emerging infectious diseases. Nat Commun. 2022 Nov 18; 13(1):7060. Huang SC, Chaudhari AS, Langlotz CP, Shah N, Yeung S, Lungren MP. PMID: 36400764; PMCID: PMC9672573.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    13. Digital health technology-specific risks for medical malpractice liability. NPJ Digit Med. 2022 Oct 20; 5(1):157. Rowland SP, Fitzgerald JE, Lungren M, Lee EH, Harned Z, McGregor AH. PMID: 36261469; PMCID: PMC9581762.
      View in: PubMed   Mentions: 5  
    14. Implementation of Clinical Artificial Intelligence in Radiology: Who Decides and How? Radiology. 2022 Oct; 305(1):E62. Daye D, Wiggins WF, Lungren MP, Alkasab T, Kottler N, Allen B, Roth CJ, Bizzo BC, Durniak K, Brink JA, Larson DB, Dreyer KJ, Langlotz CP. PMID: 36154286.
      View in: PubMed   Mentions: 5     Fields:    
    15. The requirements for performing artificial-intelligence-related research and model development. Pediatr Radiol. 2022 10; 52(11):2094-2100. Pareek A, Lungren MP, Halabi SS. PMID: 35996023.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    16. Implementation of Clinical Artificial Intelligence in Radiology: Who Decides and How? Radiology. 2022 12; 305(3):555-563. Daye D, Wiggins WF, Lungren MP, Alkasab T, Kottler N, Allen B, Roth CJ, Bizzo BC, Durniak K, Brink JA, Larson DB, Dreyer KJ, Langlotz CP. PMID: 35916673; PMCID: PMC9713445.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    17. Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials. NPJ Digit Med. 2022 Jun 08; 5(1):71. Esteva A, Feng J, van der Wal D, Huang SC, Simko JP, DeVries S, Chen E, Schaeffer EM, Morgan TM, Sun Y, Ghorbani A, Naik N, Nathawani D, Socher R, Michalski JM, Roach M, Pisansky TM, Monson JM, Naz F, Wallace J, Ferguson MJ, Bahary JP, Zou J, Lungren M, Yeung S, Ross AE, NRG Prostate Cancer AI Consortium, Sandler HM, Tran PT, Spratt DE, Pugh S, Feng FY, Mohamad O. PMID: 35676445; PMCID: PMC9177850.
      View in: PubMed   Mentions: 11  
    18. A Pragmatic, Stepped-Wedge, Cluster-controlled Clinical Trial of Real-Time Pneumonia Clinical Decision Support. Am J Respir Crit Care Med. 2022 06 01; 205(11):1330-1336. Dean NC, Vines CG, Carr JR, Rubin JG, Webb BJ, Jacobs JR, Butler AM, Lee J, Jephson AR, Jenson N, Walker M, Brown SM, Irvin JA, Lungren MP, Allen TL. PMID: 35258444; PMCID: PMC9873107.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    19. AI recognition of patient race in medical imaging: a modelling study. Lancet Digit Health. 2022 06; 4(6):e406-e414. Gichoya JW, Banerjee I, Bhimireddy AR, Burns JL, Celi LA, Chen LC, Correa R, Dullerud N, Ghassemi M, Huang SC, Kuo PC, Lungren MP, Palmer LJ, Price BJ, Purkayastha S, Pyrros AT, Oakden-Rayner L, Okechukwu C, Seyyed-Kalantari L, Trivedi H, Wang R, Zaiman Z, Zhang H. PMID: 35568690; PMCID: PMC9650160.
      View in: PubMed   Mentions: 53     Fields:    Translation:Humans
    20. fastMRI+, Clinical pathology annotations for knee and brain fully sampled magnetic resonance imaging data. Sci Data. 2022 04 05; 9(1):152. Zhao R, Yaman B, Zhang Y, Stewart R, Dixon A, Knoll F, Huang Z, Lui YW, Hansen MS, Lungren MP. PMID: 35383186; PMCID: PMC8983757.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    21. Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study. Lancet Digit Health. 2022 05; 4(5):e351-e358. Oakden-Rayner L, Gale W, Bonham TA, Lungren MP, Carneiro G, Bradley AP, Palmer LJ. PMID: 35396184.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    22. High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy With Cardiovascular Deep Learning. JAMA Cardiol. 2022 04 01; 7(4):386-395. Duffy G, Cheng PP, Yuan N, He B, Kwan AC, Shun-Shin MJ, Alexander KM, Ebinger J, Lungren MP, Rader F, Liang DH, Schnittger I, Ashley EA, Zou JY, Patel J, Witteles R, Cheng S, Ouyang D. PMID: 35195663; PMCID: PMC9008505.
      View in: PubMed   Mentions: 28     Fields:    Translation:Humans
    23. Active label cleaning for improved dataset quality under resource constraints. Nat Commun. 2022 03 04; 13(1):1161. Bernhardt M, Castro DC, Tanno R, Schwaighofer A, Tezcan KC, Monteiro M, Bannur S, Lungren MP, Nori A, Glocker B, Alvarez-Valle J, Oktay O. PMID: 35246539; PMCID: PMC8897392.
      View in: PubMed   Mentions: 5     Fields:    
    24. Deep learning evaluation of biomarkers from echocardiogram videos. EBioMedicine. 2021 Nov; 73:103613. Hughes JW, Yuan N, He B, Ouyang J, Ebinger J, Botting P, Lee J, Theurer J, Tooley JE, Nieman K, Lungren MP, Liang DH, Schnittger I, Chen JH, Ashley EA, Cheng S, Ouyang D, Zou JY. PMID: 34656880; PMCID: PMC8524103.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    25. Data Sharing of Imaging in an Evolving Health Care World: Report of the ACR Data Sharing Workgroup, Part 2: Annotation, Curation, and Contracting. J Am Coll Radiol. 2021 12; 18(12):1655-1665. Batlle JC, Dreyer K, Allen B, Cook T, Roth CJ, Kitts AB, Geis R, Wu CC, Lungren MP, Patti J, Prater A, Rubin D, Halabi S, Tilkin M, Hoffman T, Coombs L, Wald C. PMID: 34607753.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    26. Data Sharing of Imaging in an Evolving Health Care World: Report of the ACR Data Sharing Workgroup, Part 1: Data Ethics of Privacy, Consent, and Anonymization. J Am Coll Radiol. 2021 12; 18(12):1646-1654. Batlle JC, Dreyer K, Allen B, Cook T, Roth CJ, Kitts AB, Geis R, Wu CC, Lungren MP, Patti J, Prater A, Rubin D, Halabi S, Tilkin M, Hoffman T, Coombs L, Wald C. PMID: 34607754.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    27. Artificial Intelligence Algorithm Improves Radiologist Performance in Skeletal Age Assessment: A Prospective Multicenter Randomized Controlled Trial. Radiology. 2021 12; 301(3):692-699. Eng DK, Khandwala NB, Long J, Fefferman NR, Lala SV, Strubel NA, Milla SS, Filice RW, Sharp SE, Towbin AJ, Francavilla ML, Kaplan SL, Ecklund K, Prabhu SP, Dillon BJ, Everist BM, Anton CG, Bittman ME, Dennis R, Larson DB, Seekins JM, Silva CT, Zandieh AR, Langlotz CP, Lungren MP, Halabi SS. PMID: 34581608.
      View in: PubMed   Mentions: 21     Fields:    Translation:Humans
    28. CheXED: Comparison of a Deep Learning Model to a Clinical Decision Support System for Pneumonia in the Emergency Department. J Thorac Imaging. 2022 May 01; 37(3):162-167. Irvin JA, Pareek A, Long J, Rajpurkar P, Eng DK, Khandwala N, Haug PJ, Jephson A, Conner KE, Gordon BH, Rodriguez F, Ng AY, Lungren MP, Dean NC. PMID: 34561377; PMCID: PMC8940736.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    29. Corrigendum: Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions. J Am Med Inform Assoc. 2021 Jul 14; 28(7):1600. Hernandez-Boussard T, Lungren MP, Shah N. PMID: 33954786; PMCID: PMC8279789.
      View in: PubMed   Mentions:    Fields:    
    30. Automated coronary calcium scoring using deep learning with multicenter external validation. NPJ Digit Med. 2021 Jun 01; 4(1):88. Eng D, Chute C, Khandwala N, Rajpurkar P, Long J, Shleifer S, Khalaf MH, Sandhu AT, Rodriguez F, Maron DJ, Seyyedi S, Marin D, Golub I, Budoff M, Kitamura F, Takahashi MS, Filice RW, Shah R, Mongan J, Kallianos K, Langlotz CP, Lungren MP, Ng AY, Patel BN. PMID: 34075194; PMCID: PMC8169744.
      View in: PubMed   Mentions: 31  
    31. The Evolving Importance of Artificial Intelligence and Radiology in Medical Trainee Education. Acad Radiol. 2022 05; 29 Suppl 5:S70-S75. Fischetti C, Bhatter P, Frisch E, Sidhu A, Helmy M, Lungren M, Duhaime E. PMID: 34020872.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    32. Current and emerging artificial intelligence applications for pediatric interventional radiology. Pediatr Radiol. 2022 10; 52(11):2173-2177. Desai SB, Pareek A, Lungren MP. PMID: 33978793.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    33. Impact of Upstream Medical Image Processing on Downstream Performance of a Head CT Triage Neural Network. Radiol Artif Intell. 2021 Jul; 3(4):e200229. Hooper SM, Dunnmon JA, Lungren MP, Mastrodicasa D, Rubin DL, Ré C, Wang A, Patel BN. PMID: 34350412; PMCID: PMC8328108.
      View in: PubMed   Mentions: 4  
    34. Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT. Nat Commun. 2021 03 25; 12(1):1880. Eyuboglu S, Angus G, Patel BN, Pareek A, Davidzon G, Long J, Dunnmon J, Lungren MP. PMID: 33767174; PMCID: PMC7994797.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    35. The RSNA Pulmonary Embolism CT Dataset. Radiol Artif Intell. 2021 Mar; 3(2):e200254. Colak E, Kitamura FC, Hobbs SB, Wu CC, Lungren MP, Prevedello LM, Kalpathy-Cramer J, Ball RL, Shih G, Stein A, Halabi SS, Altinmakas E, Law M, Kumar P, Manzalawi KA, Nelson Rubio DC, Sechrist JW, Germaine P, Lopez EC, Amerio T, Gupta P, Jain M, Kay FU, Lin CT, Sen S, Revels JW, Brussaard CC, Mongan J, RSNA-STR Annotators and Dataset Curation Contributors. PMID: 33937862; PMCID: PMC8043364.
      View in: PubMed   Mentions: 23  
    36. The RSNA International COVID-19 Open Radiology Database (RICORD). Radiology. 2021 04; 299(1):E204-E213. Tsai EB, Simpson S, Lungren MP, Hershman M, Roshkovan L, Colak E, Erickson BJ, Shih G, Stein A, Kalpathy-Cramer J, Shen J, Hafez M, John S, Rajiah P, Pogatchnik BP, Mongan J, Altinmakas E, Ranschaert ER, Kitamura FC, Topff L, Moy L, Kanne JP, Wu CC. PMID: 33399506; PMCID: PMC7993245.
      View in: PubMed   Mentions: 39     Fields:    Translation:HumansCells
    37. Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection. Sci Rep. 2020 12 17; 10(1):22147. Huang SC, Pareek A, Zamanian R, Banerjee I, Lungren MP. PMID: 33335111; PMCID: PMC7746687.
      View in: PubMed   Mentions: 35     Fields:    Translation:Humans
    38. Deep learning and its role in COVID-19 medical imaging. Intell Based Med. 2020 Dec; 3:100013. Desai SB, Pareek A, Lungren MP. PMID: 33169117; PMCID: PMC7641591.
      View in: PubMed   Mentions: 19  
    39. Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines. NPJ Digit Med. 2020; 3:136. Huang SC, Pareek A, Seyyedi S, Banerjee I, Lungren MP. PMID: 33083571; PMCID: PMC7567861.
      View in: PubMed   Mentions: 91  
    40. CheXaid: deep learning assistance for physician diagnosis of tuberculosis using chest x-rays in patients with HIV. NPJ Digit Med. 2020; 3:115. Rajpurkar P, O'Connell C, Schechter A, Asnani N, Li J, Kiani A, Ball RL, Mendelson M, Maartens G, van Hoving DJ, Griesel R, Ng AY, Boyles TH, Lungren MP. PMID: 32964138; PMCID: PMC7481246.
      View in: PubMed   Mentions: 27  
    41. Prospective Deployment of Deep Learning in MRI: A Framework for Important Considerations, Challenges, and Recommendations for Best Practices. J Magn Reson Imaging. 2021 08; 54(2):357-371. Chaudhari AS, Sandino CM, Cole EK, Larson DB, Gold GE, Vasanawala SS, Lungren MP, Hargreaves BA, Langlotz CP. PMID: 32830874; PMCID: PMC8639049.
      View in: PubMed   Mentions: 17     Fields:    
    42. Erratum: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. Radiol Artif Intell. 2020 Jul; 2(4):e209002. Flanders AE, Prevedello LM, Shih G, Halabi SS, Kalpathy-Cramer J, Ball R, Mongan JT, Stein A, Kitamura FC, Lungren MP, Choudhary G, Cala L, Coelho L, Mogensen M, Morón F, Miller E, Ikuta I, Zohrabian V, McDonnell O, Lincoln C, Shah L, Joyner D, Agarwal A, Lee RK, Nath J, RSNA-ASNR 2019 Brain Hemorrhage CT Annotators. PMID: 33939782; PMCID: PMC8082367.
      View in: PubMed   Mentions: 3  
    43. Erratum: Author Correction: PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging. NPJ Digit Med. 2020; 3:102. Huang SC, Kothari T, Banerjee I, Chute C, Ball RL, Borus N, Huang A, Patel BN, Rajpurkar P, Irvin J, Dunnmon J, Bledsoe J, Shpanskaya K, Dhaliwal A, Zamanian R, Ng AY, Lungren MP. PMID: 32793812; PMCID: PMC7387525.
      View in: PubMed   Mentions:
    44. Pediatric Hepatoblastoma, Hepatocellular Carcinoma, and Other Hepatic Neoplasms: Consensus Imaging Recommendations from American College of Radiology Pediatric Liver Reporting and Data System (LI-RADS) Working Group. Radiology. 2020 09; 296(3):493-497. Schooler GR, Squires JH, Alazraki A, Chavhan GB, Chernyak V, Davis JT, Khanna G, Krishnamurthy R, Lungren MP, Masand PM, Podberesky DJ, Sirlin CB, Towbin AJ. PMID: 32602829.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    45. Dynamic Hydrodissection for Skin Protection during Cryoablation of Superficial Lesions. J Vasc Interv Radiol. 2020 11; 31(11):1942-1945. Sandberg JK, Shoaf KR, Lungren MP, Young VA, Josephs S, Thakor AS. PMID: 32418774.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    46. Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. Radiol Artif Intell. 2020 May; 2(3):e190211. Flanders AE, Prevedello LM, Shih G, Halabi SS, Kalpathy-Cramer J, Ball R, Mongan JT, Stein A, Kitamura FC, Lungren MP, Choudhary G, Cala L, Coelho L, Mogensen M, Morón F, Miller E, Ikuta I, Zohrabian V, McDonnell O, Lincoln C, Shah L, Joyner D, Agarwal A, Lee RK, Nath J, RSNA-ASNR 2019 Brain Hemorrhage CT Annotators. PMID: 33937827; PMCID: PMC8082297.
      View in: PubMed   Mentions: 47  
    47. Cross-Modal Data Programming Enables Rapid Medical Machine Learning. Patterns (N Y). 2020 May 08; 1(2). Dunnmon JA, Ratner AJ, Saab K, Khandwala N, Markert M, Sagreiya H, Goldman R, Lee-Messer C, Lungren MP, Rubin DL, Ré C. PMID: 32776018; PMCID: PMC7413132.
      View in: PubMed   Mentions: 12  
    48. PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging. NPJ Digit Med. 2020; 3:61. Huang SC, Kothari T, Banerjee I, Chute C, Ball RL, Borus N, Huang A, Patel BN, Rajpurkar P, Irvin J, Dunnmon J, Bledsoe J, Shpanskaya K, Dhaliwal A, Zamanian R, Ng AY, Lungren MP. PMID: 32352039; PMCID: PMC7181770.
      View in: PubMed   Mentions: 34  
    49. Ethics of Using and Sharing Clinical Imaging Data for Artificial Intelligence: A Proposed Framework. Radiology. 2020 Jun; 295(3):675-682. Larson DB, Magnus DC, Lungren MP, Shah NH, Langlotz CP. PMID: 32208097.
      View in: PubMed   Mentions: 42     Fields:    Translation:Humans
    50. AppendiXNet: Deep Learning for Diagnosis of Appendicitis from A Small Dataset of CT Exams Using Video Pretraining. Sci Rep. 2020 03 03; 10(1):3958. Rajpurkar P, Park A, Irvin J, Chute C, Bereket M, Mastrodicasa D, Langlotz CP, Lungren MP, Ng AY, Patel BN. PMID: 32127625; PMCID: PMC7054445.
      View in: PubMed   Mentions: 24     Fields:    Translation:Humans
    51. Preparing Medical Imaging Data for Machine Learning. Radiology. 2020 04; 295(1):4-15. Willemink MJ, Koszek WA, Hardell C, Wu J, Fleischmann D, Harvey H, Folio LR, Summers RM, Rubin DL, Lungren MP. PMID: 32068507; PMCID: PMC7104701.
      View in: PubMed   Mentions: 189     Fields:    Translation:Humans
    52. MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports. Sci Data. 2019 12 12; 6(1):317. Johnson AEW, Pollard TJ, Berkowitz SJ, Greenbaum NR, Lungren MP, Deng CY, Mark RG, Horng S. PMID: 31831740; PMCID: PMC6908718.
      View in: PubMed   Mentions: 190     Fields:    Translation:Humans
    53. Erratum: Author Correction: Human-machine partnership with artificial intelligence for chest radiograph diagnosis. NPJ Digit Med. 2019; 2:129. Patel BN, Rosenberg L, Willcox G, Baltaxe D, Lyons M, Irvin J, Rajpurkar P, Amrhein T, Gupta R, Halabi S, Langlotz C, Lo E, Mammarappallil J, Mariano AJ, Riley G, Seekins J, Shen L, Zucker E, Lungren MP. PMID: 31840097; PMCID: PMC6904441.
      View in: PubMed   Mentions:
    54. Human-machine partnership with artificial intelligence for chest radiograph diagnosis. NPJ Digit Med. 2019; 2:111. Patel BN, Rosenberg L, Willcox G, Baltaxe D, Lyons M, Irvin J, Rajpurkar P, Amrhein T, Gupta R, Halabi S, Langlotz C, Lo E, Mammarappallil J, Mariano AJ, Riley G, Seekins J, Shen L, Zucker E, Lungren M. PMID: 31754637; PMCID: PMC6861262.
      View in: PubMed   Mentions: 43  
    55. Development and Performance of the Pulmonary Embolism Result Forecast Model (PERFORM) for Computed Tomography Clinical Decision Support. JAMA Netw Open. 2019 08 02; 2(8):e198719. Banerjee I, Sofela M, Yang J, Chen JH, Shah NH, Ball R, Mushlin AI, Desai M, Bledsoe J, Amrhein T, Rubin DL, Zamanian R, Lungren MP. PMID: 31390040; PMCID: PMC6686780.
      View in: PubMed   Mentions: 24     Fields:    Translation:Humans
    56. Pediatric Interventional Oncology: Endovascular, Percutaneous, and Palliative Procedures. Semin Roentgenol. 2019 Oct; 54(4):359-366. Shpanskaya K, Lungren MP, Tulin-Silver S. PMID: 31706369.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    57. Deep Learning-Assisted Diagnosis of Cerebral Aneurysms Using the HeadXNet Model. JAMA Netw Open. 2019 06 05; 2(6):e195600. Park A, Chute C, Rajpurkar P, Lou J, Ball RL, Shpanskaya K, Jabarkheel R, Kim LH, McKenna E, Tseng J, Ni J, Wishah F, Wittber F, Hong DS, Wilson TJ, Halabi S, Basu S, Patel BN, Lungren MP, Ng AY, Yeom KW. PMID: 31173130; PMCID: PMC6563570.
      View in: PubMed   Mentions: 62     Fields:    Translation:Humans
    58. Machine Learning for the Interventional Radiologist. AJR Am J Roentgenol. 2019 10; 213(4):782-784. Meek RD, Lungren MP, Gichoya JW. PMID: 31166764.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    59. Deep learning to automate Brasfield chest radiographic scoring for cystic fibrosis. J Cyst Fibros. 2020 01; 19(1):131-138. Zucker EJ, Barnes ZA, Lungren MP, Shpanskaya Y, Seekins JM, Halabi SS, Larson DB. PMID: 31056440.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    60. A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop. Radiology. 2019 06; 291(3):781-791. Langlotz CP, Allen B, Erickson BJ, Kalpathy-Cramer J, Bigelow K, Cook TS, Flanders AE, Lungren MP, Mendelson DS, Rudie JD, Wang G, Kandarpa K. PMID: 30990384; PMCID: PMC6542624.
      View in: PubMed   Mentions: 102     Fields:    Translation:Humans
    61. Comparison of Transjugular Liver Biopsy and Percutaneous Liver Biopsy With Tract Embolization in Pediatric Patients. J Pediatr Gastroenterol Nutr. 2019 04; 68(4):e71. Tulin-Silver S, Lungren MP. PMID: 30676526.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    62. Technical Feasibility and Clinical Effectiveness of Transjugular Intrahepatic Portosystemic Shunt Creation in Pediatric and Adolescent Patients. J Vasc Interv Radiol. 2019 02; 30(2):178-186.e5. Bertino F, Hawkins CM, Shivaram G, Gill AE, Lungren MP, Reposar A, Sze DY, Hwang GL, Koo K, Monroe E. PMID: 30717948.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    63. Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet. PLoS Med. 2018 11; 15(11):e1002699. Bien N, Rajpurkar P, Ball RL, Irvin J, Park A, Jones E, Bereket M, Patel BN, Yeom KW, Shpanskaya K, Halabi S, Zucker E, Fanton G, Amanatullah DF, Beaulieu CF, Riley GM, Stewart RJ, Blankenberg FG, Larson DB, Jones RH, Langlotz CP, Ng AY, Lungren MP. PMID: 30481176; PMCID: PMC6258509.
      View in: PubMed   Mentions: 153     Fields:    Translation:Humans
    64. Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification. Artif Intell Med. 2019 06; 97:79-88. Banerjee I, Ling Y, Chen MC, Hasan SA, Langlotz CP, Moradzadeh N, Chapman B, Amrhein T, Mong D, Rubin DL, Farri O, Lungren MP. PMID: 30477892; PMCID: PMC6533167.
      View in: PubMed   Mentions: 37     Fields:    Translation:Humans
    65. Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists. PLoS Med. 2018 11; 15(11):e1002686. Rajpurkar P, Irvin J, Ball RL, Zhu K, Yang B, Mehta H, Duan T, Ding D, Bagul A, Langlotz CP, Patel BN, Yeom KW, Shpanskaya K, Blankenberg FG, Seekins J, Amrhein TJ, Mong DA, Halabi SS, Zucker EJ, Ng AY, Lungren MP. PMID: 30457988; PMCID: PMC6245676.
      View in: PubMed   Mentions: 301     Fields:    Translation:Humans
    66. Assessment of Convolutional Neural Networks for Automated Classification of Chest Radiographs. Radiology. 2019 02; 290(2):537-544. Dunnmon JA, Yi D, Langlotz CP, Ré C, Rubin DL, Lungren MP. PMID: 30422093; PMCID: PMC6358056.
      View in: PubMed   Mentions: 60     Fields:    Translation:Humans
    67. Orthotopic Liver Transplantation After Stereotactic Body Radiotherapy for Pediatric Hepatocellular Carcinoma with Central Biliary Obstruction and Nodal Involvement. Cureus. 2018 Oct 26; 10(10):e3499. Chen E, Rangaswami A, Esquivel CO, Concepcion W, Lungren M, Thakor AS, Yoo CH, Donaldson SS, Hiniker SM. PMID: 30648040; PMCID: PMC6318132.
      View in: PubMed   Mentions: 1  
    68. Albumin-Bilirubin Score: An Accurate Predictor of Hepatic Decompensation in High-Risk Patients Undergoing Transarterial Chemoembolization for Hepatocellular Carcinoma. J Vasc Interv Radiol. 2018 11; 29(11):1527-1534.e1. Mohammed MAA, Khalaf MH, Liang T, Wang DS, Lungren MP, Rosenberg J, Kothary N. PMID: 30274856.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    69. Comparison of Transjugular Liver Biopsy and Percutaneous Liver Biopsy With Tract Embolization in Pediatric Patients. J Pediatr Gastroenterol Nutr. 2018 08; 67(2):180-184. Tulin-Silver S, Obi C, Kothary N, Lungren MP. PMID: 29509634.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    70. Transarterial chemoembolization in children to treat unresectable hepatocellular carcinoma. Pediatr Transplant. 2018 06; 22(4):e13187. Weiss KE, Sze DY, Rangaswami AA, Esquivel CO, Concepcion W, Lebowitz EA, Kothary N, Lungren MP. PMID: 29707868.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    71. Role of interventional radiology in managing pediatric liver tumors : Part 2: percutaneous interventions. Pediatr Radiol. 2018 04; 48(4):565-580. Matthew Hawkins C, Towbin AJ, Roebuck DJ, Monroe EJ, Gill AE, Thakor AS, Towbin RB, Cahill AM, Lungren MP. PMID: 29396792.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    72. Role of interventional radiology in managing pediatric liver tumors : Part 1: Endovascular interventions. Pediatr Radiol. 2018 04; 48(4):555-564. Lungren MP, Towbin AJ, Roebuck DJ, Monroe EJ, Gill AE, Thakor A, Towbin RB, Cahill AM, Matthew Hawkins C. PMID: 29362840.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    73. Treatment of Low-Flow Vascular Malformations of the Extremities Using MR-Guided High Intensity Focused Ultrasound: Preliminary Experience. J Vasc Interv Radiol. 2017 Dec; 28(12):1739-1744. Ghanouni P, Kishore S, Lungren MP, Bitton R, Chan L, Avedian R, Bazzocchi A, Butts Pauly K, Napoli A, Hovsepian DM. PMID: 29157478; PMCID: PMC5726422.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    74. Radiology report annotation using intelligent word embeddings: Applied to multi-institutional chest CT cohort. J Biomed Inform. 2018 01; 77:11-20. Banerjee I, Chen MC, Lungren MP, Rubin DL. PMID: 29175548; PMCID: PMC5771955.
      View in: PubMed   Mentions: 25     Fields:    Translation:Humans
    75. Deep Learning to Classify Radiology Free-Text Reports. Radiology. 2018 03; 286(3):845-852. Chen MC, Ball RL, Yang L, Moradzadeh N, Chapman BE, Larson DB, Langlotz CP, Amrhein TJ, Lungren MP. PMID: 29135365.
      View in: PubMed   Mentions: 51     Fields:    Translation:Humans
    76. Performance of a Deep-Learning Neural Network Model in Assessing Skeletal Maturity on Pediatric Hand Radiographs. Radiology. 2018 Apr; 287(1):313-322. Larson DB, Chen MC, Lungren MP, Halabi SS, Stence NV, Langlotz CP. PMID: 29095675.
      View in: PubMed   Mentions: 139     Fields:    Translation:Humans
    77. Preparation of Tc99m-Labeled Pseudomonas Bacteriophage without Adversely Impacting Infectivity or Biodistribution. Bioconjug Chem. 2017 11 15; 28(11):2698-2706. Holman D, Lungren MP, Hardy J, Contag C, Blankenberg F. PMID: 29020448.
      View in: PubMed   Mentions: 3     Fields:    Translation:AnimalsCells
    78. Single-stick tunneled central venous access using the jugular veins in infants weighing less than 5 kg. Pediatr Radiol. 2017 Nov; 47(12):1682-1687. Lindquester WS, Hawkins CM, Monroe EJ, Gill AE, Shivaram GM, Seidel FG, Lungren MP. PMID: 28721474.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    79. Performance of a Machine Learning Classifier of Knee MRI Reports in Two Large Academic Radiology Practices: A Tool to Estimate Diagnostic Yield. AJR Am J Roentgenol. 2017 Apr; 208(4):750-753. Hassanpour S, Langlotz CP, Amrhein TJ, Befera NT, Lungren MP. PMID: 28140627.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    80. Ultrasound-Guided Liver Biopsy With Gelatin Sponge Pledget Tract Embolization in Infants Weighing Less Than 10 kg. J Pediatr Gastroenterol Nutr. 2016 12; 63(6):e147-e151. Lungren MP, Lindquester WS, Seidel FG, Kothary N, Monroe EJ, Shivaram G, Gill AE, Hawkins MC. PMID: 27749391.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    81. Stereotactic body radiotherapy for pediatric hepatocellular carcinoma with central biliary obstruction. Pediatr Blood Cancer. 2017 06; 64(6). Hiniker SM, Rangaswami A, Lungren MP, Thakor AS, Concepcion W, Balazy KE, Kovalchuk N, Donaldson SS. PMID: 28436210.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    82. Endovascular Management of May-Thurner Syndrome in Adolescents: A Single-Center Experience. J Vasc Interv Radiol. 2017 Jan; 28(1):71-77. Goldman RE, Arendt VA, Kothary N, Kuo WT, Sze DY, Hofmann LV, Lungren MP. PMID: 27818112.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    83. Comparison of complications between pediatric peripherally inserted central catheter placement techniques. Pediatr Radiol. 2016 Sep; 46(10):1439-43. Dasgupta N, Patel MN, Racadio JM, Johnson ND, Lungren MP. PMID: 27126700.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    84. Assessing the Risk of Hemorrhagic Complication following Transjugular Liver Biopsy in Bone Marrow Transplantation Recipients. J Vasc Interv Radiol. 2016 Apr; 27(4):551-7. Ahmed O, Ward TJ, Lungren MP, Abdelrazek Mohammed MA, Hofmann LV, Sze DY, Kothary N. PMID: 26948328.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    85. White Paper on P4 Concepts for Pediatric Imaging. J Am Coll Radiol. 2016 May; 13(5):590-597.e2. Daldrup-Link HE, Sammet C, Hernanz-Schulman M, Barsness KA, Cahill AM, Chung E, Doria AS, Darge K, Krishnamurthy R, Lungren MP, Moore S, Olivieri L, Panigrahy A, Towbin AJ, Trout A, Voss S. PMID: 26850380; PMCID: PMC4860067.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    86. Endovascular thrombolysis to salvage central venous access in children with catheter-associated upper extremity deep vein thrombosis: technique and initial results. J Thromb Thrombolysis. 2015 Oct; 40(3):274-9. Lungren MP, Ward TJ, Patel MN, Racadio JM, Kukreja K. PMID: 25894473.
      View in: PubMed   Mentions: 5     Fields:    Translation:HumansCTClinical Trials
    87. Ultrasound-Guided Botulinum Toxin Type A Salivary Gland Injection in Children for Refractory Sialorrhea: 10-Year Experience at a Large Tertiary Children's Hospital. Pediatr Neurol. 2016 Jan; 54:70-5. Lungren MP, Halula S, Coyne S, Sidell D, Racadio JM, Patel MN. PMID: 26706481.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    88. Isolated Upper Extremity Posttransplant Lymphoproliferative Disorder in a Child. Case Rep Radiol. 2015; 2015:813989. Halula SE, Leino DG, Patel MN, Racadio JM, Lungren MP. PMID: 26167324; PMCID: PMC4488545.
      View in: PubMed   Mentions: 2  
    89. Management of dysfunctional catheters and tubes inserted by interventional radiology. Semin Intervent Radiol. 2015 Jun; 32(2):67-77. Huang SY, Engstrom BI, Lungren MP, Kim CY. PMID: 26038615; PMCID: PMC4447882.
      View in: PubMed   Mentions: 9  
    90. Transjugular intrahepatic portosystemic shunt complications: prevention and management. Semin Intervent Radiol. 2015 Jun; 32(2):123-32. Suhocki PV, Lungren MP, Kapoor B, Kim CY. PMID: 26038620; PMCID: PMC4447874.
      View in: PubMed   Mentions: 39  
    91. Bacteriophage K antimicrobial-lock technique for treatment of Staphylococcus aureus central venous catheter-related infection: a leporine model efficacy analysis. J Vasc Interv Radiol. 2014 Oct; 25(10):1627-32. Lungren MP, Donlan RM, Kankotia R, Paxton BE, Falk I, Christensen D, Kim CY. PMID: 25088065; PMCID: PMC6467293.
      View in: PubMed   Mentions: 11     Fields:    Translation:AnimalsCells
    92. Endovascular venous thrombolysis in children younger than 24 months. J Vasc Interv Radiol. 2014 Aug; 25(8):1158-64. Kukreja KU, Lungren MP, Patel MN, Johnson ND, Racadio JM, Dandoy C, Tarango C. PMID: 24909354.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    93. Ultrasound-guided interventions in children. Eur J Radiol. 2014 Sep; 83(9):1582-91. Lungren MP, Patel MN, Racadio JM, Johnson ND. PMID: 24932844.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    94. Assessment of vascular contrast and wall motion of the aortic root and ascending aorta on MDCT angiography: dual-source high-pitch vs non-gated single-source acquisition schemes. Eur Radiol. 2014 May; 24(5):990-7. Christensen JD, Seaman DM, Lungren MP, Hurwitz LM, Boll DT. PMID: 24573567.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    95. Physician self-referral: frequency of negative findings at MR imaging of the knee as a marker of appropriate utilization. Radiology. 2013 Dec; 269(3):810-5. Lungren MP, Amrhein TJ, Paxton BE, Srinivasan RC, Collins HR, Eastwood JD, Kilani RK. PMID: 24046441.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    96. Comparison of primary jejunostomy tubes versus gastrojejunostomy tubes for percutaneous enteral nutrition. J Vasc Interv Radiol. 2013 Dec; 24(12):1845-52. Kim CY, Engstrom BI, Horvath JJ, Lungren MP, Suhocki PV, Smith TP. PMID: 24094674.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    97. Imaging self-referral: here we go again. AJR Am J Roentgenol. 2013 Oct; 201(4):W658. Lungren MP, Paxton BE, Kilani RK. PMID: 24059408.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    98. Bacteriophage K for reduction of Staphylococcus aureusbiofilm on central venous catheter material. Bacteriophage. 2013 Oct 01; 3(4):e26825. Lungren MP, Christensen D, Kankotia R, Falk I, Paxton BE, Kim CY. PMID: 24265979; PMCID: PMC3829956.
      View in: PubMed   Mentions: 12  
    99. Journal Club: Shoulder MRI utilization: relationship of physician MRI equipment ownership to negative study frequency. AJR Am J Roentgenol. 2013 Sep; 201(3):605-10. Amrhein TJ, Lungren MP, Paxton BE, Srinivasan R, Jung SH, Yu M, Eastwood JD, Kilani RK. PMID: 23971453.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    100. Tunneled peritoneal drainage catheter placement for refractory ascites: single-center experience in 188 patients. J Vasc Interv Radiol. 2013 Sep; 24(9):1303-8. Lungren MP, Kim CY, Stewart JK, Smith TP, Miller MJ. PMID: 23876552.
      View in: PubMed   Mentions: 16     Fields:    Translation:Humans
    101. Single-incision technique for placing femoral tunneled central venous catheters in infants. J Vasc Interv Radiol. 2013 May; 24(5):755-6. Lungren MP, Lungren M, Pabon-Ramos WM. PMID: 23622050.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    102. Impact of phase of respiration on central venous catheter tip position. J Vasc Access. 2013 Oct-Dec; 14(4):383-7. Pan PP, Engstrom BI, Lungren MP, Seaman DM, Lessne ML, Kim CY. PMID: 23599138.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    103. Radiology education in China. J Am Coll Radiol. 2013 Mar; 10(3):213-9. Wang YE, Liu M, Jin L, Lungren MP, Grimm LJ, Zhang Z, Maxfield CM. PMID: 23571062.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    104. Extrarenal retroperitoneal angiomyolipoma mimicking metastatic melanoma: CT and FDG PET correlation. Clin Nucl Med. 2012 Jul; 37(7):705-6. Welling RD, Lungren MP, Coleman RE. PMID: 22691521.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    105. Radiation dose estimations to the thorax using organ-based dose modulation. AJR Am J Roentgenol. 2012 Jul; 199(1):W65-73. Lungren MP, Yoshizumi TT, Brady SM, Toncheva G, Anderson-Evans C, Lowry C, Zhou XR, Frush D, Hurwitz LM. PMID: 22733933.
      View in: PubMed   Mentions: 16     Fields:    Translation:HumansPHPublic Health
    106. Gray-scale inversion radiographic display for the detection of pulmonary nodules on chest radiographs. Clin Imaging. 2012 Sep-Oct; 36(5):515-21. Lungren MP, Samei E, Barnhart H, McAdams HP, Leder RA, Christensen JD, Wylie JD, Tan JW, Li X, Hurwitz LM. PMID: 22920355.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    107. Physician self-referral of lumbar spine MRI with comparative analysis of negative study rates as a marker of utilization appropriateness. AJR Am J Roentgenol. 2012 Jun; 198(6):1375-9. Paxton BE, Lungren MP, Srinivasan RC, Jung SH, Yu M, Eastwood JD, Kilani RK. PMID: 22623551.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    108. PET appearance of tuberculous empyema necessitans. Clin Nucl Med. 2011 Oct; 36(10):939-41. Lungren MP, Christensen JD, Coleman RE, Gupta RT. PMID: 21892055.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCells
    109. White Paper Report of the 2010 RAD-AID Conference on International Radiology for Developing Countries: identifying sustainable strategies for imaging services in the developing world. J Am Coll Radiol. 2011 Aug; 8(8):556-62. Welling RD, Azene EM, Kalia V, Pongpirul K, Starikovsky A, Sydnor R, Lungren MP, Johnson B, Kimble C, Wiktorek S, Drum T, Short B, Cooper J, Khouri NF, Mayo-Smith WW, Mahesh M, Goldberg BB, Garra BS, Destigter KK, Lewin JS, Mollura DJ. PMID: 21807349; PMCID: PMC4337872.
      View in: PubMed   Mentions: 13     Fields:    Translation:HumansPHPublic Health
    110. Self-referral in medical imaging: a meta-analysis of the literature. J Am Coll Radiol. 2011 Jul; 8(7):469-76. Kilani RK, Paxton BE, Stinnett SS, Barnhart HX, Bindal V, Lungren MP. PMID: 21723483.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    111. Global health training in radiology residency programs. Acad Radiol. 2011 Jun; 18(6):782-91. Lungren MP, Horvath JJ, Welling RD, Azene EM, Starikovsky A, Bashir MR, Mollura DJ, Maxfield C. PMID: 21458308.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    112. White Paper Report of the RAD-AID Conference on International Radiology for Developing Countries: identifying challenges, opportunities, and strategies for imaging services in the developing world. J Am Coll Radiol. 2010 Jul; 7(7):495-500. Mollura DJ, Azene EM, Starikovsky A, Thelwell A, Iosifescu S, Kimble C, Polin A, Garra BS, DeStigter KK, Short B, Johnson B, Welch C, Walker I, White DM, Javadi MS, Lungren MP, Zaheer A, Goldberg BB, Lewin JS. PMID: 20630383.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    113. Using support vector machines to optimally classify rotator cuff strength data and quantify post-operative strength in rotator cuff tear patients. J Biomech. 2006; 39(5):973-9. Silver AE, Lungren MP, Johnson ME, O'Driscoll SW, An KN, Hughes RE. PMID: 16488235.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
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