selected publications
- Teaching AI for Radiology Applications: A Multisociety-Recommended Syllabus from the AAPM, ACR, RSNA, and SIIM. Radiology. Artificial intelligence. 2025 Academic Article GET IT
- Teaching AI for Radiology Applications: A Multisociety‑Recommended Syllabus from the AAPM, ACR, RSNA, and SIIM. Medical physics. 2025 Academic Article GET IT
- Teaching AI for Radiology Applications: a Multisociety-Recommended Syllabus from the AAPM, ACR, RSNA, and SIIM. Journal of imaging informatics in medicine. 2025 Article GET IT
-
CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray.
Medical image analysis.
2025
Academic Article
GET IT
Times cited: 1 -
The Evolution of Radiology Image Annotation in the Era of Large Language Models.
Radiology. Artificial intelligence.
2025
Review
GET IT
Times cited: 1 - Enhancing Disease Detection in Radiology Reports Through Fine-tuning Lightweight LLM on Weak Labels. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2025 Academic Article GET IT
- CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray. 2025 GET IT
- Best Practices and Checklist for Reviewing Artificial Intelligence-Based Medical Imaging Papers: Classification. Journal of imaging informatics in medicine. 2025 Academic Article GET IT
-
Generative Large Language Models Trained for Detecting Errors in Radiology Reports.
Radiology.
2025
Academic Article
GET IT
Times cited: 2 - MIDRC mRALE Mastermind Grand Challenge: AI to predict COVID severity on chest radiographs. Journal of medical imaging (Bellingham, Wash.). 2025 Academic Article GET IT
- DeepSeek is open-access and the next AI disrupter for radiology. Radiology advances. 2025 Academic Article GET IT
-
RSNA 2023 Abdominal Trauma AI Challenge: Review and Outcomes.
Radiology. Artificial intelligence.
2025
Academic Article
GET IT
Times cited: 2 -
The U.S. Radiologist Workforce: AJR Expert Panel Narrative Review.
AJR. American journal of roentgenology.
2024
Review
GET IT
Times cited: 6 -
The RSNA Abdominal Traumatic Injury CT (RATIC) Dataset.
Radiology. Artificial intelligence.
2024
Academic Article
GET IT
Times cited: 6 -
Pearls and Pitfalls for LLMs 2.0.
Radiology.
2024
Editorial Article
GET IT
Times cited: 3 -
Improving Fairness of Automated Chest Radiograph Diagnosis by Contrastive Learning.
Radiology. Artificial intelligence.
2024
Academic Article
GET IT
Times cited: 4 -
Optimizing GPT-4 Turbo Diagnostic Accuracy in Neuroradiology through Prompt Engineering and Confidence Thresholds.
Diagnostics (Basel, Switzerland).
2024
Academic Article
GET IT
Times cited: 16 - Summary of the National Cancer Institute 2023 Virtual Workshop on Medical Image De-identification-Part 2: Pathology Whole Slide Image De-identification, De-facing, the Role of AI in Image De-identification, and the NCI MIDI Datasets and Pipeline. Journal of imaging informatics in medicine. 2024 Editorial Article GET IT
-
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.
Medical image analysis.
2024
Academic Article
GET IT
Times cited: 16 - Deep learning-based liver cyst segmentation in MRI for autosomal dominant polycystic kidney disease. Radiology advances. 2024 Academic Article GET IT
- Beyond the AJR: Don't Believe Everything You Read-Nearly One-Fifth of Cleared Artificial Intelligence Devices May Have Discordant Documentation. AJR. American journal of roentgenology. 2024 Comment GET IT
- Erratum for: Evaluating GPT-4V (GPT-4 with Vision) on Detection of Radiologic Findings on Chest Radiographs. 2024 GET IT
-
Evaluating GPT-V4 (GPT-4 with Vision) on Detection of Radiologic Findings on Chest Radiographs.
Radiology.
2024
Academic Article
GET IT
Times cited: 41 -
Lessons Learned in Building Expertly Annotated Multi-Institution Datasets and Hosting the RSNA AI Challenges.
Radiology. Artificial intelligence.
2024
Academic Article
GET IT
Times cited: 7 - Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. 2024 GET IT
-
Improving model fairness in image-based computer-aided diagnosis.
Nature communications.
2023
Academic Article
GET IT
Times cited: 23 -
Test Retest Reproducibility of Organ Volume Measurements in ADPKD Using 3D Multimodality Deep Learning.
Academic radiology.
2023
Academic Article
GET IT
Times cited: 11 -
How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers?.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention.
2023
Academic Article
GET IT
Times cited: 9 - How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers? 2023 GET IT
-
Machine Learning Classification of Body Part, Imaging Axis, and Intravenous Contrast Enhancement on CT Imaging.
Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes.
2023
Academic Article
GET IT
Times cited: 2 -
Clinical Quality Control of MRI Total Kidney Volume Measurements in Autosomal Dominant Polycystic Kidney Disease.
Tomography (Ann Arbor, Mich.).
2023
Academic Article
GET IT
Times cited: 7 -
Evaluating GPT4 on Impressions Generation in Radiology Reports.
Radiology.
2023
Academic Article
GET IT
Times cited: 103 -
Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access.
Computers in biology and medicine.
2023
Academic Article
GET IT
Times cited: 4 -
ChatGPT and Other Large Language Models Are Double-edged Swords.
Radiology.
2023
Editorial Article
GET IT
Times cited: 681 -
Effect of Averaging Measurements From Multiple MRI Pulse Sequences on Kidney Volume Reproducibility in Autosomal Dominant Polycystic Kidney Disease.
Journal of magnetic resonance imaging : JMRI.
2023
Academic Article
GET IT
Times cited: 9 -
The 2021 SIIM-FISABIO-RSNA Machine Learning COVID-19 Challenge: Annotation and Standard Exam Classification of COVID-19 Chest Radiographs.
Journal of digital imaging.
2022
Academic Article
GET IT
Times cited: 22 -
Few-Shot Learning Geometric Ensemble for Multi-label Classification of Chest X-Rays.
Data augmentation, labelling, and imperfections : second MICCAI workshop, DALI 2022, held in conjunction with MICCAI 2022, Singapore, September 22, 2022, proceedings. DALI (Workshop) (2nd : 2022 : Singapore).
2022
Academic Article
GET IT
Times cited: 6 -
Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study.
Data augmentation, labelling, and imperfections : second MICCAI workshop, DALI 2022, held in conjunction with MICCAI 2022, Singapore, September 22, 2022, proceedings. DALI (Workshop) (2nd : 2022 : Singapore).
2022
Academic Article
GET IT
Times cited: 35 -
Radiology Text Analysis System (RadText): Architecture and Evaluation.
Proceedings. IEEE International Conference on Healthcare Informatics.
2022
Academic Article
GET IT
Times cited: 10 -
Deep Learning Automation of Kidney, Liver, and Spleen Segmentation for Organ Volume Measurements in Autosomal Dominant Polycystic Kidney Disease.
Tomography (Ann Arbor, Mich.).
2022
Academic Article
GET IT
Times cited: 23 -
Trustworthy assertion classification through prompting.
Journal of biomedical informatics.
2022
Academic Article
GET IT
Times cited: 9 -
Prior Knowledge Enhances Radiology Report Generation.
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.
2022
Academic Article
GET IT
Times cited: 27 -
Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2022
Academic Article
GET IT
Times cited: 10 -
Deployed Deep Learning Kidney Segmentation for Polycystic Kidney Disease MRI.
Radiology. Artificial intelligence.
2022
Academic Article
GET IT
Times cited: 41 -
Federated Deep Learning to More Reliably Detect Body Part for Hanging Protocols, Relevant Priors, and Workflow Optimization.
Journal of digital imaging.
2022
Academic Article
GET IT
Times cited: 9 -
CLiP, catheter and line position dataset.
Scientific data.
2021
Academic Article
GET IT
Times cited: 20 -
DICOM in Dermoscopic Research: an Experience Report and a Way Forward.
Journal of digital imaging.
2021
Editorial Article
GET IT
Times cited: 5 -
Artificial intelligence and medical imaging: applications, challenges and solutions.
The Medical journal of Australia.
2021
Academic Article
GET IT
Times cited: 1 -
Publisher Correction: Author Correction: A patient-centric dataset of images and metadata for identifying melanomas using clinical context.
2021
GET IT
Times cited: 2 -
Author Correction: A patient-centric dataset of images and metadata for identifying melanomas using clinical context.
2021
GET IT
Times cited: 5 - Emerging Technology Commission on AI report. Abdominal radiology (New York). 2021 Article GET IT
-
A patient-centric dataset of images and metadata for identifying melanomas using clinical context.
Scientific data.
2021
Academic Article
GET IT
Times cited: 407 -
Medical student education in the time of COVID-19: A virtual solution to the introductory radiology elective.
Clinical imaging.
2021
Academic Article
GET IT
Times cited: 32 -
The RSNA Pulmonary Embolism CT Dataset.
Radiology. Artificial intelligence.
2021
Academic Article
GET IT
Times cited: 87 -
The RSNA International COVID-19 Open Radiology Database (RICORD).
Radiology.
2021
Academic Article
GET IT
Times cited: 114 -
Erratum: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.
2020
GET IT
Times cited: 2 -
Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.
Radiology. Artificial intelligence.
2020
Academic Article
GET IT
Times cited: 188 -
Crowdsourcing pneumothorax annotations using machine learning annotations on the NIH chest X-ray dataset.
Journal of digital imaging.
2020
Academic Article
GET IT
Times cited: 51 - Correction to: Collaborative and Reproducible Research: Goals, Challenges, and Strategies. 2019 GET IT
- Analyze Patient Tests for Importance Before Ordering-Reply. JAMA internal medicine. 2019 Comment GET IT
- Teaching High-Value Care Through Conscious Ordering of Diagnostic Tests-Reply. JAMA internal medicine. 2019 Comment GET IT
-
Developing a More Responsive Radiology Resident Dashboard.
Journal of digital imaging.
2019
Academic Article
GET IT
Times cited: 11 -
Augmenting the National Institutes of Health Chest Radiograph Dataset with Expert Annotations of Possible Pneumonia.
Radiology. Artificial intelligence.
2019
Academic Article
GET IT
Times cited: 274 -
Challenges Related to Artificial Intelligence Research in Medical Imaging and the Importance of Image Analysis Competitions.
Radiology. Artificial intelligence.
2019
Academic Article
GET IT
Times cited: 136 -
Analysis of Diagnostic Test Ordering Habits Among Internal Medicine Residents.
JAMA internal medicine.
2018
Academic Article
GET IT
Times cited: 17 -
The RSNA Pediatric Bone Age Machine Learning Challenge.
Radiology.
2018
Academic Article
GET IT
Times cited: 370 -
Collaborative and Reproducible Research: Goals, Challenges, and Strategies.
Journal of digital imaging.
2018
Conference Paper
GET IT
Times cited: 8 -
Hello World Deep Learning in Medical Imaging.
Journal of digital imaging.
2018
Review
GET IT
Times cited: 99 -
Shear Wave Elastography to Assess False Vocal Folds in Healthy Adults: A Feasibility Study.
Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine.
2018
Academic Article
GET IT
Times cited: 3 -
Dentate Nucleus Signal Intensity Decrease on T1-weighted MR Images after Switching from Gadopentetate Dimeglumine to Gadobutrol.
Radiology.
2018
Academic Article
GET IT
Times cited: 23 -
Single-Center Experience Implementing the LOINC-RSNA Radiology Playbook for Adult Abdomen/Pelvis CT and MR Procedures Using a Semi-Automated Method.
Journal of digital imaging.
2018
Academic Article
GET IT
Times cited: 3 -
Imaging Properties of 3D Printed Materials: Multi-Energy CT of Filament Polymers.
Journal of digital imaging.
2017
Academic Article
GET IT
Times cited: 23 -
Effect of Renal Function on Gadolinium-Related Signal Increases on Unenhanced T1-Weighted Brain Magnetic Resonance Imaging.
Investigative radiology.
2016
Academic Article
GET IT
Times cited: 40 -
Extent of Signal Hyperintensity on Unenhanced T1-weighted Brain MR Images after More than 35 Administrations of Linear Gadolinium-based Contrast Agents.
Radiology.
2016
Academic Article
GET IT
Times cited: 103 -
Ultrasound strain elastography in assessment of resting biceps brachii muscle stiffness in patients with Parkinson's disease: a primary observation.
Clinical imaging.
2015
Academic Article
GET IT
Times cited: 10 -
Signal Change in the Dentate Nucleus on T1-Weighted MR Images After Multiple Administrations of Gadopentetate Dimeglumine Versus Gadobutrol.
AJR. American journal of roentgenology.
2015
Academic Article
GET IT
Times cited: 129 -
Security Issues for Mobile Medical Imaging: A Primer.
Radiographics : a review publication of the Radiological Society of North America, Inc.
2015
Academic Article
GET IT
Times cited: 14 -
Use of mobile devices for medical imaging.
Journal of the American College of Radiology : JACR.
2014
Academic Article
GET IT
Times cited: 12 -
Visual Interpretation with Three-Dimensional Annotations (VITA): three-dimensional image interpretation tool for radiological reporting.
Journal of digital imaging.
2014
Academic Article
GET IT
Times cited: 10 -
Automated framework for digital radiation dose index reporting from CT dose reports.
AJR. American journal of roentgenology.
2011
Academic Article
GET IT
Times cited: 14 -
Preoperative radiographic parameters predict long-term renal impairment following partial nephrectomy.
World journal of urology.
2011
Academic Article
GET IT
Times cited: 20 -
Doppler angle correction in the measurement of intrarenal parameters.
International journal of nephrology and renovascular disease.
2011
Academic Article
GET IT
Times cited: 9 - Langerhans cell histiocytosis of the lung with probably skeletal involvement. 2011 GET IT
-
Wiimote viewer enhances resident case conferences.
Journal of the American College of Radiology : JACR.
2010
Academic Article
GET IT
Times cited: 1 -
Intrathoracic gastric activity on cholescintigraphy results in a large hiatus hernia with duodenogastric reflux.
2010
GET IT
Times cited: 3 -
Is android or iPhone the platform for innovation in imaging informatics.
Journal of digital imaging.
2010
Academic Article
GET IT
Times cited: 27 -
Follow-up 18F-FDG-PET for the detection of inguinal metastatic penile squamous cell carcinoma: an ultrasound guided fine-needle aspiration.
Hellenic journal of nuclear medicine.
2010
Letter
GET IT
Times cited: 2 -
Xenon 133 ventilation studies as an alternative for detecting and quantifying fatty infiltration of the liver.
Radiographics : a review publication of the Radiological Society of North America, Inc.
2010
Letter
GET IT
Times cited: 3 -
FDG uptake in an abdominal surgical scar from an exploratory laparotomy.
The British journal of radiology.
2009
Letter
GET IT
Times cited: 2 -
Changes in hepatic venous morphology with cirrhosis on MRI.
Journal of magnetic resonance imaging : JMRI.
2009
Academic Article
GET IT
Times cited: 22 - Photon-deficient Mass on FDG-PET Scan in Renal Cell Carcinoma: A Case Report. 2008 GET IT
-
Hashimoto thyroiditis and Takayasu aortitis: visualization of the thyroid gland and ring appearance of the mediastinum on F-18-FDG PET.
2008
GET IT
Times cited: 1 - Active bleeding in hematoma of the abdominal rectus muscle shown by Tc-99m red blood cell scintigraphy: compared with CT. 2008 GET IT
-
Duodenogastric reflux in a hiatal hernia seen as retrocardiac activity on 99mTc-tetrofosmin cardiac SPECT raw-data images.
2007
GET IT
Times cited: 1 -
Intrarenal color duplex ultrasonography: a window to vascular complications of renal transplants.
Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine.
2007
Academic Article
GET IT
Times cited: 40 -
Primary hepatic carcinoid tumor presenting as a large multicystic lesion of the liver and on Tc-99m RBC abdominal imaging showing photopenic areas.
2005
GET IT
Times cited: 6 -
Duodenogastric reflux shown on raw data images on dual-isotope gated cardiac Tc-99m tetrofosmin SPECT in a patient with esophagectomy for Barrett esophagus.
2005
GET IT
Times cited: 4 -
Plasminogen and plasminogen activator assembly on the human endothelial cell.
Proceedings of the Society for Experimental Biology and Medicine. Society for Experimental Biology and Medicine (New York, N.Y.).
1993
Review
GET IT
Times cited: 26