Deep learning and its role in COVID-19 medical imaging

著者: Desai, Sudhen B., Pareek, Anuj, Lungren, Matthew P.
出版年 Intell Based Med (2020)

Corrigendum: Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions

著者: Hernandez-Boussard, Tina, Lungren, Matthew P, Shah, Nigam
出版年 J Am Med Inform Assoc (2021)

Transjugular Intrahepatic Portosystemic Shunt Complications: Prevention and Management

著者: Suhocki, Paul V., Lungren, Matthew P., Kapoor, Baljendra, Kim, Charles Y.
出版年 Semin Intervent Radiol (2015)

Radiology Report Annotation using Intelligent Word Embeddings: Applied to Multi-institutional Chest CT Cohort

著者: Banerjee, Imon, Chen, Matthew C., Lungren, Matthew P., Rubin, Daniel L.
出版年 J Biomed Inform (2017)

Management of Dysfunctional Catheters and Tubes Inserted by Interventional Radiology

著者: Huang, Steven Y., Engstrom, Bjorn I., Lungren, Matthew P., Kim, Charles Y.
出版年 Semin Intervent Radiol (2015)

Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines

著者: Huang, Shih-Cheng, Pareek, Anuj, Seyyedi, Saeed, Banerjee, Imon, Lungren, Matthew P.
出版年 NPJ Digit Med (2020)

Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection

著者: Huang, Shih-Cheng, Pareek, Anuj, Zamanian, Roham, Banerjee, Imon, Lungren, Matthew P.
出版年 Sci Rep (2020)

Bacteriophage K for reduction of Staphylococcus aureusbiofilm on central venous catheter material

著者: Lungren, Matthew P, Christensen, Diana, Kankotia, Ravi, Falk, Irene, Paxton, Ben E, Kim, Charles Y
出版事項 2013

Isolated Upper Extremity Posttransplant Lymphoproliferative Disorder in a Child

著者: Halula, Sarah E., Leino, Daniel G., Patel, Manish N., Racadio, John M., Lungren, Matthew P.
出版年 Case Rep Radiol (2015)

Assessment of Convolutional Neural Networks for Automated Classification of Chest Radiographs

著者: Dunnmon, Jared A., Yi, Darvin, Langlotz, Curtis P., Ré, Christopher, Rubin, Daniel L., Lungren, Matthew P.
出版年 Radiology (2019)

Bacteriophage K Antimicrobial-Lock Technique for Treatment of Staphylococcus aureus Central Venous Catheter–Related Infection: A Leporine Model Efficacy Analysis

著者: Lungren, Matthew P., Donlan, Rodney M., Kankotia, Ravi, Paxton, Ben E., Falk, Irene, Christensen, Diana, Kim, Charles Y.
出版年 J Vasc Interv Radiol (2014)

Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT

著者: Eyuboglu, Sabri, Angus, Geoffrey, Patel, Bhavik N., Pareek, Anuj, Davidzon, Guido, Long, Jin, Dunnmon, Jared, Lungren, Matthew P.
出版年 Nat Commun (2021)

Impact of Upstream Medical Image Processing on Downstream Performance of a Head CT Triage Neural Network

著者: Hooper, Sarah M., Dunnmon, Jared A., Lungren, Matthew P., Mastrodicasa, Domenico, Rubin, Daniel L., Ré, Christopher, Wang, Adam, Patel, Bhavik N.
出版年 Radiol Artif Intell (2021)

Treatment of Low-Flow Vascular Malformations of the Extremities Using MR-Guided High Intensity Focused Ultrasound: Preliminary Experience

著者: Ghanouni, Pejman, Kishore, Sirish, Lungren, Matthew P., Bitton, Rachelle, Chan, Lauren, Avedian, Raffi, Bazzocchi, Alberto, Pauly, Kim Butts, Napoli, Alessandro, Hovsepian, David M.
出版年 J Vasc Interv Radiol (2017)

MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports

著者: Johnson, Alistair E. W., Pollard, Tom J., Berkowitz, Seth J., Greenbaum, Nathaniel R., Lungren, Matthew P., Deng, Chih-ying, Mark, Roger G., Horng, Steven
出版年 Sci Data (2019)

AppendiXNet: Deep Learning for Diagnosis of Appendicitis from A Small Dataset of CT Exams Using Video Pretraining

著者: Rajpurkar, Pranav, Park, Allison, Irvin, Jeremy, Chute, Chris, Bereket, Michael, Mastrodicasa, Domenico, Langlotz, Curtis P., Lungren, Matthew P., Ng, Andrew Y., Patel, Bhavik N.
出版年 Sci Rep (2020)

Preparing Medical Imaging Data for Machine Learning

著者: Willemink, Martin J., Koszek, Wojciech A., Hardell, Cailin, Wu, Jie, Fleischmann, Dominik, Harvey, Hugh, Folio, Les R., Summers, Ronald M., Rubin, Daniel L., Lungren, Matthew P.
出版年 Radiology (2020)

Cross-Modal Data Programming Enables Rapid Medical Machine Learning

著者: Dunnmon, Jared A., Ratner, Alexander J., Saab, Khaled, Khandwala, Nishith, Markert, Matthew, Sagreiya, Hersh, Goldman, Roger, Lee-Messer, Christopher, Lungren, Matthew P., Rubin, Daniel L., Ré, Christopher
出版年 Patterns (N Y) (2020)

Comparative Effectiveness of Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) Architectures for Radiology Text Report Classification

著者: Banerjee, Imon, Ling, Yuan, Chen, Matthew C., Hasan, Sadid A., Langlotz, Curtis P., Moradzadeh, Nathaniel, Chapman, Brian, Amrhein, Timothy, Mong, David, Rubin, Daniel L., Farri, Oladimeji, Lungren, Matthew P.
出版年 Artif Intell Med (2018)

A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop

著者: Langlotz, Curtis P., Allen, Bibb, Erickson, Bradley J., Kalpathy-Cramer, Jayashree, Bigelow, Keith, Cook, Tessa S., Flanders, Adam E., Lungren, Matthew P., Mendelson, David S., Rudie, Jeffrey D., Wang, Ge, Kandarpa, Krishna
出版年 Radiology (2019)