DM
David A. Mong
Computed tomographyChildrenCongenital heart diseaseHypertension, PulmonaryCoronary arteriesDeep LearningHeart Defects, CongenitalLungsPulmonary hypertension4D image construction
On Valency
published · living versionsW_xe24gwhn·v1 · currentpublished
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
with Jeremy Irvin, Pranav Rajpurkar, Michael Ko, Yifan Yu +15
1 version
Preprints & journals
15 papers in the corpus · 2016–2026Repurposing adult AI radiograph models for neonatal care through continual learning: an international multicentre study.42869977 · Rao, Vishwanatha M, Chen, Emma, Saenz, Agustina et al.2026 · 0 citationsNature biomedical engineering. 2026
Two unique cases of eosinophilic granulomatosis with polyangiitis in childhood treated with anti-interleukin-5 therapy: infantile-onset and submandibular salivary gland involvement.40457436 · Constantine, Evangelia, Bartholomeo, Adam M, Powers, Inna et al.2025 · 1 citationPediatric rheumatology online journal. 2025;23(1):60
25-OH Vitamin D Deficiency Does Not Significantly Predispose Young Children to Multiple Fractures From Minimal Trauma.40118169 · Dyba, Gregory, Capoot, Camryn, Becher, Nicole et al.2025 · 1 citationJournal of pediatric surgery. 2025;60(6):162281
Incidence and Risk Factors for Brown Adipose Tissue Uptake in PET Imaging in Pediatric Patients.37910816 · Smolik, Suzanne, Miller, Angie L, Mong, David A et al.2024 · 0 citationsJournal of pediatric hematology/oncology. 2024;46(1):e60-e64
Computed tomographic parenchymal lung findings in premature infants with pulmonary vein stenosis.37106091 · O'Callaghan, Barry, Zablah, Jenny E, Weinman, Jason P et al.2023 · 7 citationsPediatric radiology. 2023;53(9):1874-1884
Unexpected extracardiac findings in cardiac computed tomography from neonates to young adults.36697721 · Sassoon, Daniel J, Norris, Evan C, Malone, LaDonna J et al.2023 · 2 citationsPediatric radiology. 2023;53(5):885-891
Computed Tomographic Angiography Provides Reliable Coronary Artery Evaluation in Infants With Pulmonary Atresia Intact Ventricular Septum.36244628 · Malone, LaDonna J, Browne, Lorna P, Morgan, Gareth J et al.2024 · 2 citationsSeminars in thoracic and cardiovascular surgery. 2024;36(3):336-344
Chest computed tomography findings of ground-glass nodules with enhancing central vessel/nodule in pediatric patients with BMPR2 mutations and plexogenic arteriopathy.35689704 · Weinman, Jason P, Mong, David A, Malone, LaDonna J et al.2022 · 5 citationsPediatric radiology. 2022;52(13):2549-2556
Computed tomography evaluation of pediatric pulmonary hypertension.35648162 · Mong, David Andrew, Guillerman, R Paul, Weinman, Jason P2022 · 2 citationsPediatric radiology. 2022;52(10):1888-1894
Pediatric mediastinal mass algorithm: A quality improvement initiative to reduce time from presentation to biopsy.34002917 · Fleming, Jamie M, Ross, Savannah, Hoffman, Lindsey M et al.2021 · 7 citationsPaediatric anaesthesia. 2021;31(8):885-893
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.32696109 · Malone, LaDonna J, Olson, Andrew, Barker, Alex J et al.2021 · 9 citationsPediatric radiology. 2020;50(10):1375-1380
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison1901.07031v1 · Jeremy Irvin, Pranav Rajpurkar, Michael Ko et al.2019 · 2,972 citationsarXivon Valency
Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification.30477892 · Banerjee, Imon, Ling, Yuan, Chen, Matthew C et al.2020 · 285 citationsArtificial intelligence in medicine. 2019;97:79-88
Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists.30457988 · Rajpurkar, Pranav, Irvin, Jeremy, Ball, Robyn L et al.2019 · 1,447 citationsPLoS medicine. 2018;15(11):e1002686
Retrospective 4D MR image construction from free-breathing slice Acquisitions: A novel graph-based approach.27567735 · Tong, Yubing, Udupa, Jayaram K, Ciesielski, Krzysztof C et al.2018 · 40 citationsMedical image analysis. 2017;35:345-359
Career total: 31 works. 15 are in this corpus.
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