Matthew Lungren, MD
Clinical Associate
Radiology
School of Medicine

Publications (132)

Top publication keywords:
Diagnostic ImagingJugular VeinsKneeMachine LearningRadiography, ThoracicPhysician Self-ReferralRadiologyRadiographic Image Interpretation, Computer-AssistedArtificial IntelligencePulmonary EmbolismHepatoblastomaCatheterization, Central VenousImage Interpretation, Computer-AssistedCentral Venous CathetersRadiography, Interventional

• Call to Action: Accelerating AI-driven Transformation in Medical Imaging and the Broader Health Care System.
  Radiology 2026 Moy L, Vargas A, Gichoya JW, Lungren MP, Martí-Bonmatí L, Hess CP, Bredella MA, Schnall M
• Teaching AI for Radiology Applications: a Multisociety-Recommended Syllabus from the AAPM, ACR, RSNA, and SIIM.
  Journal of imaging informatics in medicine 2026 Kitamura F, Kline T, Warren D, Moy L, Daneshjou R, Maleki F, Santos I, Gichoya J, Wiggins W, Bialecki B, O'Donnell K, Flanders AE, Morgan M, Safdar N, Andriole KP, Geis R, Allen B, Dreyer K, Lungren M…
• Evaluating the robustness and readiness of large frontier models in health AI applications.
  Nature medicine 2026 Gu Y, Fu J, Liu X, Valanarasu JMJ, Codella NCF, Tan R, Liu Q, Jin Y, Zhang S, Wang J, Wang R, Song L, Qin G, Usuyama N, Wong C, Cheng H, Lee H, Sanapathi P, Hilado S, Naumann T, Alvarez-Valle J, Bian …
• Benchmarks and methods for 3D medical image retrieval.
  Scientific reports 2026 Ben Abacha A, Santamaría-Pang A, Lee HH, Merkow J, Cai Q, Devarakonda ST, Islam A, Gong J, Lungren M, Forghani R, Jindal A, Lin T, Codella NCF, Tarapov I
• A clinical environment simulator for dynamic AI evaluation.
  Nature medicine 2026 Luo L, Kim SE, Zhang X, Kernbach JM, Kenia R, Acosta JN, Nathanson LA, Haimovich AD, Rodman A, Goh E, Chen JH, Shah NH, Kim DA, Zou J, Mahmood F, Kather JN, Lungren M, Natarajan V, Topol EJ, Rajpurkar…

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• Holistic evaluation of large language models for medical tasks with MedHELM.
  Nature medicine 2026 Bedi S, Cui H, Fuentes M, Unell A, Wornow M, Banda JM, Kotecha N, Keyes T, Mai Y, Oez M, Qiu H, Jain S, Schettini L, Kashyap M, Fries JA, Swaminathan A, Chung P, Haredasht FN, Lopez I, Aali A, Tse G, …
• From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification.
  Journal of imaging informatics in medicine 2025 Li X, Merkow J, Codella NCF, Santamaria-Pang A, Sangani N, Ersoy A, Burt C, Garrett JW, Bruce RJ, Warner JD, Bradshaw T, Tarapov I, Lungren MP, McMillan AB
• Teaching AI for Radiology Applications: A Multisociety-Recommended Syllabus from the AAPM, ACR, RSNA, and SIIM.
  Radiology. Artificial intelligence 2025 Kitamura F, Kline T, Warren D, Moy L, Daneshjou R, Maleki F, Santos I, Gichoya J, Wiggins W, Bialecki B, O'Donnell K, Flanders AE, Morgan M, Safdar N, Andriole KP, Geis R, Allen B, Dreyer K, Lungren M…
• Medical Imaging Data Calls for a Thoughtful and Collaborative Approach to Data Governance.
  PLOS digital health 2025 Lutz de Araujo A, Wu J, Harvey H, Lungren MP, Graham M, Leiner T, Willemink MJ
• Teaching AI for Radiology Applications: A Multisociety‑Recommended Syllabus from the AAPM, ACR, RSNA, and SIIM.
  Medical physics 2025 Kitamura F, Kline T, Warren D, Moy L, Daneshjou R, Maleki F, Santos I, Gichoya J, Wiggins W, Bialecki B, O'Donnell K, Flanders AE, Morgan M, Safdar N, Andriole KP, Geis R, Allen B, Dreyer K, Lungren M…
• A Dataset for Understanding Radiologist-Artificial Intelligence Collaboration.
  Scientific data 2025 Moehring A, Kutwal M, Huang R, Banerjee O, Jacobi A, Eber C, Mendoza D, Chung M, Dayan E, Gupta Y, Bui TDT, Truong SQH, Pareek A, Langlotz CP, Lungren MP, Agarwal N, Rajpurkar P, Salz T
• A Systematic Review and Implementation Guidelines of Multimodal Foundation Models in Medical Imaging.
  Research square 2025 Huang SC, Jensen M, Yeung-Levy S, Lungren MP, Poon H, Chaudhari AS
• A clinically accessible small multimodal radiology model and evaluation metric for chest X-ray findings.
  Nature communications 2025 Zambrano Chaves JM, Huang SC, Xu Y, Xu H, Usuyama N, Zhang S, Wang F, Xie Y, Khademi M, Yang Z, Awadalla H, Gong J, Hu H, Yang J, Li C, Gao J, Gu Y, Wong C, Wei M, Naumann T, Chen M, Lungren MP, …
• Current State of Community-Driven Radiological AI Deployment in Medical Imaging.
  JMIR AI 2024 Gupta V, Erdal B, Ramirez C, Floca R, Genereaux B, Bryson S, Bridge C, Kleesiek J, Nensa F, Braren R, Younis K, Penzkofer T, Bucher AM, Qin MM, Bae G, Lee H, Cardoso MJ, Ourselin S, Kerfoot E, …
• Developing a Research Center for Artificial Intelligence in Medicine.
  Mayo Clinic proceedings. Digital health 2024 Langlotz CP, Kim J, Shah N, Lungren MP, Larson DB, Datta S, Li FF, O'Hara R, Montine TJ, Harrington RA, Gold GE
• Generating Synthetic Data for Medical Imaging.
  Radiology 2024 Koetzier LR, Wu J, Mastrodicasa D, Lutz A, Chung M, Koszek WA, Pratap J, Chaudhari AS, Rajpurkar P, Lungren MP, Willemink MJ
• TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers.
  Medical image analysis 2024 Chen J, Mei J, Li X, Lu Y, Yu Q, Wei Q, Luo X, Xie Y, Adeli E, Wang Y, Lungren MP, Zhang S, Xing L, Lu L, Yuille A, Zhou Y
• Clinical, Cultural, Computational, and Regulatory Considerations to Deploy AI in Radiology: Perspectives of RSNA and MICCAI Experts.
  Radiology. Artificial intelligence 2024 Linguraru MG, Bakas S, Aboian M, Chang PD, Flanders AE, Kalpathy-Cramer J, Kitamura FC, Lungren MP, Mongan J, Prevedello LM, Summers RM, Wu CC, Adewole M, Kahn CE
• Deep learning to detect left ventricular structural abnormalities in chest X-rays.
  European heart journal 2024 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…
• Author Correction: Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs.
  Nature communications 2024 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…
• Ensuring useful adoption of generative artificial intelligence in healthcare.
  Journal of the American Medical Informatics Association : JAMIA 2024 Jindal JA, Lungren MP, Shah NH
• Lessons Learned in Building Expertly Annotated Multi-Institution Datasets and Hosting the RSNA AI Challenges.
  Radiology. Artificial intelligence 2024 Kitamura FC, Prevedello LM, Colak E, Halabi SS, Lungren MP, Ball RL, Kalpathy-Cramer J, Kahn CE, Richards T, Talbott JF, Shih G, Lin HM, Andriole KP, Vazirabad M, Erickson BJ, Flanders AE, Mongan J
• Reply.
  Journal of the American College of Radiology : JACR 2024 Lungren MP, Fishman EK, Chu LC, Rizk RC, Rowe SP
• More Is Different: Large Language Models in Health Care.
  Journal of the American College of Radiology : JACR 2023 Lungren MP, Fishman EK, Chu LC, Rizk RC, Rowe SP
• AI-clinician collaboration via disagreement prediction: A decision pipeline and retrospective analysis of real-world radiologist-AI interactions.
  Cell reports. Medicine 2023 Sanchez M, Alford K, Krishna V, Huynh TM, Nguyen CDT, Lungren MP, Truong SQH, Rajpurkar P
• Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs.
  Nature communications 2023 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…
• The Current and Future State of AI Interpretation of Medical Images.
  The New England journal of medicine 2023 Rajpurkar P, Lungren MP
• Self-supervised learning for medical image classification: a systematic review and implementation guidelines.
  NPJ digital medicine 2023 Huang SC, Pareek A, Jensen M, Lungren MP, Yeung S, Chaudhari AS
• Author Correction: Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials.
  NPJ digital medicine 2023 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,…
• Artificial intelligence in veterinary care will be a major driving force behind ai advancements in healthcare.
  Veterinary radiology & ultrasound : the official journal of the American College of Veterinary Radiology and the International Veterinary Radiology Association 2022 Lungren MP, Wilson DU
• Developing medical imaging AI for emerging infectious diseases.
  Nature communications 2022 Huang SC, Chaudhari AS, Langlotz CP, Shah N, Yeung S, Lungren MP
• Digital health technology-specific risks for medical malpractice liability.
  NPJ digital medicine 2022 Rowland SP, Fitzgerald JE, Lungren M, Lee EH, Harned Z, McGregor AH
• Implementation of Clinical Artificial Intelligence in Radiology: Who Decides and How?
  Radiology 2022 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
• The requirements for performing artificial-intelligence-related research and model development.
  Pediatric radiology 2022 Pareek A, Lungren MP, Halabi SS
• Implementation of Clinical Artificial Intelligence in Radiology: Who Decides and How?
  Radiology 2022 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
• Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials.
  NPJ digital medicine 2022 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,…
• A Pragmatic, Stepped-Wedge, Cluster-controlled Clinical Trial of Real-Time Pneumonia Clinical Decision Support.
  American journal of respiratory and critical care medicine 2022 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
• AI recognition of patient race in medical imaging: a modelling study.
  The Lancet. Digital health 2022 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, …
• 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.
  The Lancet. Digital health 2022 Oakden-Rayner L, Gale W, Bonham TA, Lungren MP, Carneiro G, Bradley AP, Palmer LJ
• fastMRI+, Clinical pathology annotations for knee and brain fully sampled magnetic resonance imaging data.
  Scientific data 2022 Zhao R, Yaman B, Zhang Y, Stewart R, Dixon A, Knoll F, Huang Z, Lui YW, Hansen MS, Lungren MP
• High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy With Cardiovascular Deep Learning.
  JAMA cardiology 2022 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
• Active label cleaning for improved dataset quality under resource constraints.
  Nature communications 2022 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
• Deep learning evaluation of biomarkers from echocardiogram videos.
  EBioMedicine 2021 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
• 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.
  Journal of the American College of Radiology : JACR 2021 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
• Data Sharing of Imaging in an Evolving Health Care World: Report of the ACR Data Sharing Workgroup, Part 2: Annotation, Curation, and Contracting.
  Journal of the American College of Radiology : JACR 2021 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
• Artificial Intelligence Algorithm Improves Radiologist Performance in Skeletal Age Assessment: A Prospective Multicenter Randomized Controlled Trial.
  Radiology 2021 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,…
• CheXED: Comparison of a Deep Learning Model to a Clinical Decision Support System for Pneumonia in the Emergency Department.
  Journal of thoracic imaging 2021 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
• Corrigendum: Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions.
  Journal of the American Medical Informatics Association : JAMIA 2021 Hernandez-Boussard T, Lungren MP, Shah N
• Automated coronary calcium scoring using deep learning with multicenter external validation.
  NPJ digital medicine 2021 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,…
• The Evolving Importance of Artificial Intelligence and Radiology in Medical Trainee Education.
  Academic radiology 2021 Fischetti C, Bhatter P, Frisch E, Sidhu A, Helmy M, Lungren M, Duhaime E
• Current and emerging artificial intelligence applications for pediatric interventional radiology.
  Pediatric radiology 2021 Desai SB, Pareek A, Lungren MP
• Impact of Upstream Medical Image Processing on Downstream Performance of a Head CT Triage Neural Network.
  Radiology. Artificial intelligence 2021 Hooper SM, Dunnmon JA, Lungren MP, Mastrodicasa D, Rubin DL, Ré C, Wang A, Patel BN
• Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT.
  Nature communications 2021 Eyuboglu S, Angus G, Patel BN, Pareek A, Davidzon G, Long J, Dunnmon J, Lungren MP
• The RSNA Pulmonary Embolism CT Dataset.
  Radiology. Artificial intelligence 2021 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, …
• The RSNA International COVID-19 Open Radiology Database (RICORD).
  Radiology 2021 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 …
• Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection.
  Scientific reports 2020 Huang SC, Pareek A, Zamanian R, Banerjee I, Lungren MP
• Deep learning and its role in COVID-19 medical imaging.
  Intelligence-based medicine 2020 Desai SB, Pareek A, Lungren MP
• Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines.
  NPJ digital medicine 2020 Huang SC, Pareek A, Seyyedi S, Banerjee I, Lungren MP
• CheXaid: deep learning assistance for physician diagnosis of tuberculosis using chest x-rays in patients with HIV.
  NPJ digital medicine 2020 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
• Prospective Deployment of Deep Learning in MRI: A Framework for Important Considerations, Challenges, and Recommendations for Best Practices.
  Journal of magnetic resonance imaging : JMRI 2020 Chaudhari AS, Sandino CM, Cole EK, Larson DB, Gold GE, Vasanawala SS, Lungren MP, Hargreaves BA, Langlotz CP
• Erratum: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.
  Radiology. Artificial intelligence 2020 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 …
• Erratum: Author Correction: PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging.
  NPJ digital medicine 2020 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
• 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 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
• Dynamic Hydrodissection for Skin Protection during Cryoablation of Superficial Lesions.
  Journal of vascular and interventional radiology : JVIR 2020 Sandberg JK, Shoaf KR, Lungren MP, Young VA, Josephs S, Thakor AS
• Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.
  Radiology. Artificial intelligence 2020 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 …
• Cross-Modal Data Programming Enables Rapid Medical Machine Learning.
  Patterns (New York, N.Y.) 2020 Dunnmon JA, Ratner AJ, Saab K, Khandwala N, Markert M, Sagreiya H, Goldman R, Lee-Messer C, Lungren MP, Rubin DL, Ré C
• PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging.
  NPJ digital medicine 2020 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
• Ethics of Using and Sharing Clinical Imaging Data for Artificial Intelligence: A Proposed Framework.
  Radiology 2020 Larson DB, Magnus DC, Lungren MP, Shah NH, Langlotz CP
• AppendiXNet: Deep Learning for Diagnosis of Appendicitis from A Small Dataset of CT Exams Using Video Pretraining.
  Scientific reports 2020 Rajpurkar P, Park A, Irvin J, Chute C, Bereket M, Mastrodicasa D, Langlotz CP, Lungren MP, Ng AY, Patel BN
• Preparing Medical Imaging Data for Machine Learning.
  Radiology 2020 Willemink MJ, Koszek WA, Hardell C, Wu J, Fleischmann D, Harvey H, Folio LR, Summers RM, Rubin DL, Lungren MP
• MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports.
  Scientific data 2019 Johnson AEW, Pollard TJ, Berkowitz SJ, Greenbaum NR, Lungren MP, Deng CY, Mark RG, Horng S
• Erratum: Author Correction: Human-machine partnership with artificial intelligence for chest radiograph diagnosis.
  NPJ digital medicine 2019 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 …
• Human-machine partnership with artificial intelligence for chest radiograph diagnosis.
  NPJ digital medicine 2019 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 …
• Development and Performance of the Pulmonary Embolism Result Forecast Model (PERFORM) for Computed Tomography Clinical Decision Support.
  JAMA network open 2019 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
• Pediatric Interventional Oncology: Endovascular, Percutaneous, and Palliative Procedures.
  Seminars in roentgenology 2019 Shpanskaya K, Lungren MP, Tulin-Silver S
• Deep Learning-Assisted Diagnosis of Cerebral Aneurysms Using the HeadXNet Model.
  JAMA network open 2019 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…
• Machine Learning for the Interventional Radiologist.
  AJR. American journal of roentgenology 2019 Meek RD, Lungren MP, Gichoya JW
• Deep learning to automate Brasfield chest radiographic scoring for cystic fibrosis.
  Journal of cystic fibrosis : official journal of the European Cystic Fibrosis Society 2019 Zucker EJ, Barnes ZA, Lungren MP, Shpanskaya Y, Seekins JM, Halabi SS, Larson DB
• A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop.
  Radiology 2019 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
• Comparison of Transjugular Liver Biopsy and Percutaneous Liver Biopsy With Tract Embolization in Pediatric Patients.
  Journal of pediatric gastroenterology and nutrition 2019 Tulin-Silver S, Lungren MP
• Technical Feasibility and Clinical Effectiveness of Transjugular Intrahepatic Portosystemic Shunt Creation in Pediatric and Adolescent Patients.
  Journal of vascular and interventional radiology : JVIR 2019 Bertino F, Hawkins CM, Shivaram G, Gill AE, Lungren MP, Reposar A, Sze DY, Hwang GL, Koo K, Monroe E
• Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet.
  PLoS medicine 2018 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, …
• Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification.
  Artificial intelligence in medicine 2018 Banerjee I, Ling Y, Chen MC, Hasan SA, Langlotz CP, Moradzadeh N, Chapman B, Amrhein T, Mong D, Rubin DL, Farri O, Lungren MP
• Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists.
  PLoS medicine 2018 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 …
• Assessment of Convolutional Neural Networks for Automated Classification of Chest Radiographs.
  Radiology 2018 Dunnmon JA, Yi D, Langlotz CP, Ré C, Rubin DL, Lungren MP
• Orthotopic Liver Transplantation After Stereotactic Body Radiotherapy for Pediatric Hepatocellular Carcinoma with Central Biliary Obstruction and Nodal Involvement.
  Cureus 2018 Chen E, Rangaswami A, Esquivel CO, Concepcion W, Lungren M, Thakor AS, Yoo CH, Donaldson SS, Hiniker SM
• Albumin-Bilirubin Score: An Accurate Predictor of Hepatic Decompensation in High-Risk Patients Undergoing Transarterial Chemoembolization for Hepatocellular Carcinoma.
  Journal of vascular and interventional radiology : JVIR 2018 Mohammed MAA, Khalaf MH, Liang T, Wang DS, Lungren MP, Rosenberg J, Kothary N
• Comparison of Transjugular Liver Biopsy and Percutaneous Liver Biopsy With Tract Embolization in Pediatric Patients.
  Journal of pediatric gastroenterology and nutrition 2018 Tulin-Silver S, Obi C, Kothary N, Lungren MP
• Transarterial chemoembolization in children to treat unresectable hepatocellular carcinoma.
  Pediatric transplantation 2018 Weiss KE, Sze DY, Rangaswami AA, Esquivel CO, Concepcion W, Lebowitz EA, Kothary N, Lungren MP
• Role of interventional radiology in managing pediatric liver tumors : Part 2: percutaneous interventions.
  Pediatric radiology 2018 Matthew Hawkins C, Towbin AJ, Roebuck DJ, Monroe EJ, Gill AE, Thakor AS, Towbin RB, Cahill AM, Lungren MP
• Role of interventional radiology in managing pediatric liver tumors : Part 1: Endovascular interventions.
  Pediatric radiology 2018 Lungren MP, Towbin AJ, Roebuck DJ, Monroe EJ, Gill AE, Thakor A, Towbin RB, Cahill AM, Matthew Hawkins C
• Treatment of Low-Flow Vascular Malformations of the Extremities Using MR-Guided High Intensity Focused Ultrasound: Preliminary Experience.
  Journal of vascular and interventional radiology : JVIR 2017 Ghanouni P, Kishore S, Lungren MP, Bitton R, Chan L, Avedian R, Bazzocchi A, Butts Pauly K, Napoli A, Hovsepian DM
• Radiology report annotation using intelligent word embeddings: Applied to multi-institutional chest CT cohort.
  Journal of biomedical informatics 2017 Banerjee I, Chen MC, Lungren MP, Rubin DL
• Deep Learning to Classify Radiology Free-Text Reports.
  Radiology 2017 Chen MC, Ball RL, Yang L, Moradzadeh N, Chapman BE, Larson DB, Langlotz CP, Amrhein TJ, Lungren MP
• Performance of a Deep-Learning Neural Network Model in Assessing Skeletal Maturity on Pediatric Hand Radiographs.
  Radiology 2017 Larson DB, Chen MC, Lungren MP, Halabi SS, Stence NV, Langlotz CP
• Preparation of Tc99m-Labeled Pseudomonas Bacteriophage without Adversely Impacting Infectivity or Biodistribution.
  Bioconjugate chemistry 2017 Holman D, Lungren MP, Hardy J, Contag C, Blankenberg F
• Single-stick tunneled central venous access using the jugular veins in infants weighing less than 5 kg.
  Pediatric radiology 2017 Lindquester WS, Hawkins CM, Monroe EJ, Gill AE, Shivaram GM, Seidel FG, Lungren MP
• Performance of a Machine Learning Classifier of Knee MRI Reports in Two Large Academic Radiology Practices: A Tool to Estimate Diagnostic Yield.
  AJR. American journal of roentgenology 2017 Hassanpour S, Langlotz CP, Amrhein TJ, Befera NT, Lungren MP
• Ultrasound-Guided Liver Biopsy With Gelatin Sponge Pledget Tract Embolization in Infants Weighing Less Than 10 kg.
  Journal of pediatric gastroenterology and nutrition 2016 Lungren MP, Lindquester WS, Seidel FG, Kothary N, Monroe EJ, Shivaram G, Gill AE, Hawkins MC
• Stereotactic body radiotherapy for pediatric hepatocellular carcinoma with central biliary obstruction.
  Pediatric blood & cancer 2016 Hiniker SM, Rangaswami A, Lungren MP, Thakor AS, Concepcion W, Balazy KE, Kovalchuk N, Donaldson SS
• Endovascular Management of May-Thurner Syndrome in Adolescents: A Single-Center Experience.
  Journal of vascular and interventional radiology : JVIR 2016 Goldman RE, Arendt VA, Kothary N, Kuo WT, Sze DY, Hofmann LV, Lungren MP
• Comparison of complications between pediatric peripherally inserted central catheter placement techniques.
  Pediatric radiology 2016 Dasgupta N, Patel MN, Racadio JM, Johnson ND, Lungren MP
• Assessing the Risk of Hemorrhagic Complication following Transjugular Liver Biopsy in Bone Marrow Transplantation Recipients.
  Journal of vascular and interventional radiology : JVIR 2016 Ahmed O, Ward TJ, Lungren MP, Abdelrazek Mohammed MA, Hofmann LV, Sze DY, Kothary N
• White Paper on P4 Concepts for Pediatric Imaging.
  Journal of the American College of Radiology : JACR 2016 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
• Endovascular thrombolysis to salvage central venous access in children with catheter-associated upper extremity deep vein thrombosis: technique and initial results.
  Journal of thrombosis and thrombolysis 2015 Lungren MP, Ward TJ, Patel MN, Racadio JM, Kukreja K
• Ultrasound-Guided Botulinum Toxin Type A Salivary Gland Injection in Children for Refractory Sialorrhea: 10-Year Experience at a Large Tertiary Children's Hospital.
  Pediatric neurology 2015 Lungren MP, Halula S, Coyne S, Sidell D, Racadio JM, Patel MN
• Isolated Upper Extremity Posttransplant Lymphoproliferative Disorder in a Child.
  Case reports in radiology 2015 Halula SE, Leino DG, Patel MN, Racadio JM, Lungren MP
• Management of dysfunctional catheters and tubes inserted by interventional radiology.
  Seminars in interventional radiology 2015 Huang SY, Engstrom BI, Lungren MP, Kim CY
• Transjugular intrahepatic portosystemic shunt complications: prevention and management.
  Seminars in interventional radiology 2015 Suhocki PV, Lungren MP, Kapoor B, Kim CY
• Bacteriophage K antimicrobial-lock technique for treatment of Staphylococcus aureus central venous catheter-related infection: a leporine model efficacy analysis.
  Journal of vascular and interventional radiology : JVIR 2014 Lungren MP, Donlan RM, Kankotia R, Paxton BE, Falk I, Christensen D, Kim CY
• Endovascular venous thrombolysis in children younger than 24 months.
  Journal of vascular and interventional radiology : JVIR 2014 Kukreja KU, Lungren MP, Patel MN, Johnson ND, Racadio JM, Dandoy C, Tarango C
• Ultrasound-guided interventions in children.
  European journal of radiology 2014 Lungren MP, Patel MN, Racadio JM, Johnson ND
• 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.
  European radiology 2014 Christensen JD, Seaman DM, Lungren MP, Hurwitz LM, Boll DT
• Physician self-referral: frequency of negative findings at MR imaging of the knee as a marker of appropriate utilization.
  Radiology 2013 Lungren MP, Amrhein TJ, Paxton BE, Srinivasan RC, Collins HR, Eastwood JD, Kilani RK
• Bacteriophage K for reduction of Staphylococcus aureusbiofilm on central venous catheter material.
  Bacteriophage 2013 Lungren MP, Christensen D, Kankotia R, Falk I, Paxton BE, Kim CY
• Comparison of primary jejunostomy tubes versus gastrojejunostomy tubes for percutaneous enteral nutrition.
  Journal of vascular and interventional radiology : JVIR 2013 Kim CY, Engstrom BI, Horvath JJ, Lungren MP, Suhocki PV, Smith TP
• Imaging self-referral: here we go again.
  AJR. American journal of roentgenology 2013 Lungren MP, Paxton BE, Kilani RK
• Journal Club: Shoulder MRI utilization: relationship of physician MRI equipment ownership to negative study frequency.
  AJR. American journal of roentgenology 2013 Amrhein TJ, Lungren MP, Paxton BE, Srinivasan R, Jung SH, Yu M, Eastwood JD, Kilani RK
• Tunneled peritoneal drainage catheter placement for refractory ascites: single-center experience in 188 patients.
  Journal of vascular and interventional radiology : JVIR 2013 Lungren MP, Kim CY, Stewart JK, Smith TP, Miller MJ
• Single-incision technique for placing femoral tunneled central venous catheters in infants.
  Journal of vascular and interventional radiology : JVIR 2013 Lungren MP, Lungren M, Pabon-Ramos WM
• Impact of phase of respiration on central venous catheter tip position.
  The journal of vascular access 2013 Pan PP, Engstrom BI, Lungren MP, Seaman DM, Lessne ML, Kim CY
• Radiology education in China.
  Journal of the American College of Radiology : JACR 2013 Wang YE, Liu M, Jin L, Lungren MP, Grimm LJ, Zhang Z, Maxfield CM
• Extrarenal retroperitoneal angiomyolipoma mimicking metastatic melanoma: CT and FDG PET correlation.
  Clinical nuclear medicine 2012 Welling RD, Lungren MP, Coleman RE
• Radiation dose estimations to the thorax using organ-based dose modulation.
  AJR. American journal of roentgenology 2012 Lungren MP, Yoshizumi TT, Brady SM, Toncheva G, Anderson-Evans C, Lowry C, Zhou XR, Frush D, Hurwitz LM
• Gray-scale inversion radiographic display for the detection of pulmonary nodules on chest radiographs.
  Clinical imaging 2012 Lungren MP, Samei E, Barnhart H, McAdams HP, Leder RA, Christensen JD, Wylie JD, Tan JW, Li X, Hurwitz LM
• Physician self-referral of lumbar spine MRI with comparative analysis of negative study rates as a marker of utilization appropriateness.
  AJR. American journal of roentgenology 2012 Paxton BE, Lungren MP, Srinivasan RC, Jung SH, Yu M, Eastwood JD, Kilani RK
• PET appearance of tuberculous empyema necessitans.
  Clinical nuclear medicine 2011 Lungren MP, Christensen JD, Coleman RE, Gupta RT
• 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.
  Journal of the American College of Radiology : JACR 2011 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, …
• Self-referral in medical imaging: a meta-analysis of the literature.
  Journal of the American College of Radiology : JACR 2011 Kilani RK, Paxton BE, Stinnett SS, Barnhart HX, Bindal V, Lungren MP
• Global health training in radiology residency programs.
  Academic radiology 2011 Lungren MP, Horvath JJ, Welling RD, Azene EM, Starikovsky A, Bashir MR, Mollura DJ, Maxfield C
• 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.
  Journal of the American College of Radiology : JACR 2010 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, …
• Using support vector machines to optimally classify rotator cuff strength data and quantify post-operative strength in rotator cuff tear patients.
  Journal of biomechanics 2006 Silver AE, Lungren MP, Johnson ME, O'Driscoll SW, An KN, Hughes RE