Search Results - "Mong, David"

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists by Rajpurkar, Pranav, Irvin, Jeremy, Ball, Robyn L, Zhu, Kaylie, Yang, Brandon, Mehta, Hershel, Duan, Tony, Ding, Daisy, Bagul, Aarti, Langlotz, Curtis P, Patel, Bhavik N, Yeom, Kristen W, Shpanskaya, Katie, Blankenberg, Francis G, Seekins, Jayne, Amrhein, Timothy J, Mong, David A, Halabi, Safwan S, Zucker, Evan J, Ng, Andrew Y, Lungren, Matthew P

“…Chest radiograph interpretation is critical for the detection of thoracic diseases, including tuberculosis and lung cancer, which affect millions of people…”
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Incidence and Risk Factors for Brown Adipose Tissue Uptake in PET Imaging in Pediatric Patients by Smolik, Suzanne, Miller, Angie L, Mong, David A, Trenbeath, Zachary, Miller, Kristen R, Cost, Carrye, Demedis, Jenna

“…Positron emission tomography (PET) scans are used in disease diagnosis and evaluation for pediatric oncology patients. Brown adipose tissue (BAT) 18…”
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Chest computed tomography findings of ground-glass nodules with enhancing central vessel/nodule in pediatric patients with BMPR2 mutations and plexogenic arteriopathy by Weinman, Jason P., Mong, David A., Malone, LaDonna J., Ivy, Dunbar D., Deterding, Robin R., Galambos, Csaba

“…Background Germline mutation in bone morphogenetic protein type II ( BMPR2 ) is the most common cause of idiopathic/heritable pulmonary hypertension in…”
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Pediatric mediastinal mass algorithm: A quality improvement initiative to reduce time from presentation to biopsy by Fleming, Jamie M., Ross, Savannah, Hoffman, Lindsey M., Coughlin, Rebecca, Crombleholme, Timothy M., Mong, David A., Hilden, Joanne, Maloney, Kelly, Tan, Gee Mei

“…Background Mediastinal masses in children may present with compression of the great vessels and airway. An interdisciplinary plan for rapid diagnosis, acute…”
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Unexpected extracardiac findings in cardiac computed tomography from neonates to young adults by Sassoon, Daniel J., Norris, Evan C., Malone, LaDonna J., Weinman, Jason P., Mong, David A., Barker, Alex J., Browne, Lorna P.

“…Background Modern CT scanners with lower radiation doses have resulted in large numbers of cardiac CTs being performed in children. As seen in adults,…”
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Visualization of proximal coronary arteries on high-pitch electrocardiogram-triggered computed tomography in pediatric congenital heart disease: effects of heart rate and body surface area by Malone, LaDonna J., Olson, Andrew, Barker, Alex J., Mong, David Andrew, Weinman, Jason P., Browne, Lorna P.

“…Background As CT technology has advanced, techniques for pediatric cardiac CT in congenital heart disease have evolved from retrospective electrocardiography…”
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Computed Tomographic Angiography Provides Reliable Coronary Artery Evaluation in Infants With Pulmonary Atresia Intact Ventricular Septum by Malone, LaDonna J., Browne, Lorna P., Morgan, Gareth J., Lovell, Mark A., Campbell, David N., Jaggers, James J., Leahy, Ryan A., Mitchell, Max B., Mong, David A., Weinman, Jason P., Zablah, Jenny E., Stone, Matthew L.

“…Evaluate the use of coronary CTA as an initial assessment for determining Right Ventricle Dependent Coronary Circulation (RVDCC) in neonates with Pulmonary…”
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Retrospective 4D MR image construction from free-breathing slice Acquisitions: A novel graph-based approach by Tong, Yubing, Udupa, Jayaram K., Ciesielski, Krzysztof C., Wu, Caiyun, McDonough, Joseph M., Mong, David A., Campbell, Robert M.

“…•Free-breathing MRI slice acquisition of pediatric thoraces with ailments.•Novel globally optimal graph-based method of 4D construction from 1000s of…”
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Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification by 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.

“…•Proposed two distinct deep learning models – (i) CNN Word – Glove, and (ii) Domain phrase attention-based hierarchical neural network (DPA-HNN), for…”
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Computed tomography evaluation of pediatric pulmonary hypertension by Mong, David Andrew, Guillerman, R. Paul, Weinman, Jason P.

“…Although rare in the pediatric population, pulmonary hypertension is a significant cause of morbidity and mortality in affected individuals. In addition to…”
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Computed tomographic parenchymal lung findings in premature infants with pulmonary vein stenosis by O’Callaghan, Barry, Zablah, Jenny E., Weinman, Jason P., Englund, Erin K., Morgan, Gareth J., Ivy, D. Dunbar, Frank, Benjamin S., Mong, David Andrew, Malone, LaDonna J., Browne, Lorna P.

“…Background Developmental pulmonary vein pulmonary vein stenosis in the setting of prematurity is a rare and poorly understood condition. Diagnosis can be…”
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CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison by Irvin, Jeremy, Rajpurkar, Pranav, Ko, Michael, Yu, Yifan, Ciurea-Ilcus, Silviana, Chute, Chris, Marklund, Henrik, Haghgoo, Behzad, Ball, Robyn, Shpanskaya, Katie, Seekins, Jayne, Mong, David A, Halabi, Safwan S, Sandberg, Jesse K, Jones, Ricky, Larson, David B, Langlotz, Curtis P, Patel, Bhavik N, Lungren, Matthew P, Ng, Andrew Y

“…Large, labeled datasets have driven deep learning methods to achieve expert-level performance on a variety of medical imaging tasks. We present CheXpert, a…”
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