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Author Details

Ronald M Summers
National Institutes of Health (NIH) Clinical Center
1986
309
55
Ying Ding (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
37326816Universal detection and segmentation of lymph nodes in multi-parametric MRI.Int J Comput Assist Radiol Surg2024
36165792Abdominal CT Body Composition Thresholds Using Automated AI Tools for Predicting 10-year Adverse Outcomes.Radiology2023
37634138Artificial intelligence tool detection of intravenous contrast enhancement using spleen attenuation.Abdom Radiol (NY)2023
37953870CT image-based biomarkers acquired by AI-based algorithms for the opportunistic prediction of falls.BJR Open2023
37791108How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?ArXiv2023
37791106C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation.ArXiv2023
37576123Improving Segmentation and Detection of Lesions in CT Scans Using Intensity Distribution Supervision.ArXiv2023
37502627Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports.ArXiv2023
37219444Opportunistic Screening: <i>Radiology</i> Scientific Expert Panel.Radiology2023
37191484AI-based CT Body Composition Identifies Myosteatosis as Key Mortality Predictor in Asymptomatic Adults.Radiology2023
37124052Improving Small Lesion Segmentation in CT Scans using Intensity Distribution Supervision: Application to Small Bowel Carcinoid Tumor.Proc SPIE Int Soc Opt Eng2023
37453304Radiologic reporting of MRI-proven thoracolumbar epidural metastases on body CT: 12-Year single-institution experience.Clin Imaging2023
37348281Improving segmentation and detection of lesions in CT scans using intensity distribution supervision.Comput Med Imaging Graph2023
36988164Fully-automated detection of small bowel carcinoid tumors in CT scans using deep learning.Med Phys2023
37310890Fully Automated Longitudinal Assessment of Renal Stone Burden on Serial CT Imaging Using Deep Learning.J Endourol2023
37377359Automated Deep Learning Artificial Intelligence Tool for Spleen Segmentation on CT: Defining Volume-Based Thresholds for Splenomegaly.AJR Am J Roentgenol2023
37097138Radiomics to Predict Microvascular Invasion in Hepatocellular Carcinoma: A Promising Biomarker for Tumor Recurrence.Radiology2023
37095663Technical Adequacy of Fully Automated Artificial Intelligence Body Composition Tools: Assessment in a Heterogeneous Sample of External CT Examinations.AJR Am J Roentgenol2023
36542832Differential diagnosis of bone marrow failure syndromes guided by machine learning.Blood2023
36870800Role of Artificial Intelligence in PET/CT Imaging for Management of Lymphoma.Semin Nucl Med2023
36565447AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging.Med Phys2023
36000663Utility of Fully Automated Body Composition Measures on Pretreatment Abdominal CT for Predicting Survival in Patients With Colorectal Cancer.AJR Am J Roentgenol2023
36369528Fully automated CT-based adiposity assessment: comparison of the L1 and L3 vertebral levels for opportunistic prediction.Abdom Radiol (NY)2023
36333598Universal lymph node detection in T2 MRI using neural networks.Int J Comput Assist Radiol Surg2023
34809860Trustworthy Artificial Intelligence in Medical Imaging.PET Clin2022
35710994Confounding factors need to be accounted for in assessing bias by machine learning algorithms.Nat Med2022
35380492Fully Automated Abdominal CT Biomarkers for Type 2 Diabetes Using Deep Learning.Radiology2022
35607354SPIE Computer-Aided Diagnosis conference anniversary review.J Med Imaging (Bellingham)2022
35761820Fifty years of SPIE Medical Imaging proceedings papers.J Med Imaging (Bellingham)2022
37126470Deep Reinforcement Learning for Small Bowel Path Tracking using Different Types of Annotations.Med Image Comput Comput Assist Interv2022
37124457GRAPH-BASED SMALL BOWEL PATH TRACKING WITH CYLINDRICAL CONSTRAINTS.Proc IEEE Int Symp Biomed Imaging2022
37123104A Graph-theoretic Algorithm for Small Bowel Path Tracking in CT Scans.Proc SPIE Int Soc Opt Eng2022
37093905Automated Assessment of Renal Calculi in Serial Computed Tomography Scans.Appl Med Artif Intell (2022)2022
36204542Improved CT-based Osteoporosis Assessment with a Fully Automated Deep Learning Tool.Radiol Artif Intell2022
36204530Fully Automated and Explainable Liver Segmental Volume Ratio and Spleen Segmentation at CT for Diagnosing Cirrhosis.Radiol Artif Intell2022
36318048Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study.Data Augment Label Imperfections (2022)2022
35156216A deep learning system for automated kidney stone detection and volumetric segmentation on noncontrast CT scans.Med Phys2022
35314627Assessment of Aortoiliac Atherosclerotic Plaque on CT in Prostate Cancer Patients Undergoing Treatment.Tomography2022
35051899Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in MR images.Med Image Anal2022
34817193Hepatic Steatosis: CT-Based Prevalence in Adults in China and the United States and Associations With Age, Sex, and Body Mass Index.AJR Am J Roentgenol2022
34406056Fully Automated Deep Learning Tool for Sarcopenia Assessment on CT: L1 Versus L3 Vertebral Level Muscle Measurements for Opportunistic Prediction of Adverse Clinical Outcomes.AJR Am J Roentgenol2022
34698566Deep Learning CT-based Quantitative Visualization Tool for Liver Volume Estimation: Defining Normal and Hepatomegaly.Radiology2022
34809864Artificial Intelligence in Lymphoma PET Imaging:: A Scoping Review (Current Trends and Future Directions).PET Clin2022
34809862Artificial Intelligence in Medical Imaging and its Impact on the Rare Disease Community: Threats, Challenges and Opportunities.PET Clin2022
34809861Applications of Artificial Intelligence in <sup>18</sup>F-Sodium Fluoride Positron Emission Tomography/Computed Tomography:: Current State and Future Directions.PET Clin2022
32948910Fully automated CT imaging biomarkers of bone, muscle, and fat: correcting for the effect of intravenous contrast.Abdom Radiol (NY)2021
37786449A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises.Proc IEEE Inst Electr Electron Eng2021
35601480Unsupervised Domain Adaptation for Small Bowel Segmentation using Disentangled Representation.Med Image Comput Comput Assist Interv2021
33874734CT Evaluation of Lymph Nodes That Merge or Split during the Course of a Clinical Trial: Limitations of RECIST 1.1.Radiol Imaging Cancer2021
33646902Opportunistic Screening at Abdominal CT: Use of Automated Body Composition Biomarkers for Added Cardiometabolic Value.Radiographics2021
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Collaborators

Marius George Linguraru
George Washington University School of Medicine and Health Sciences
Co-authored papers 28
Peter L Choyke
National Cancer Institute, National Institutes of Health
Co-authored papers 21
Baris Turkbey
National Cancer Institute, National Institutes of Health
Co-authored papers 15
Holger R Roth
NVIDIA Corporation
Co-authored papers 13
Bradford J Wood
National Cancer Institute, National Institutes of Health
Co-authored papers 12
Elizabeth C Jones
Clinical Center, National Institutes of Health
Co-authored papers 9
Electron Kebebew
Stanford University School of Medicine
Co-authored papers 7
William Marston Linehan
Co-authored papers 6
Jesse K Sandberg
Stanford University, Lucile Packard Children's Hospital
Co-authored papers 5
Maria J Merino
National Cancer Institute, National Institutes of Health
Co-authored papers 5
Joel G Fletcher
Mayo Clinic
Co-authored papers 5
Babak Saboury
Clinical Center
Co-authored papers 5
Zhiyong Lu
National Center for Biotechnology Information, National Institutes of Health.
Co-authored papers 5
Yifan Peng
National Center for Biotechnology Information, National Institutes of Health
Co-authored papers 5
David S Schrump
Center for Cancer Research, National Cancer Institute
Co-authored papers 4
John W Garrett
University of Wisconsin School of Medicine & Public Health
Co-authored papers 4
Michael A Morris
Clinical Center, National Institutes of Health
Co-authored papers 3
Stephanie A Harmon
National Cancer Institute, National Institutes of Health
Co-authored papers 3
George Shih
Cornell University
Co-authored papers 2
Eliot L Siegel
University of Maryland Medical Intelligent Imaging (UM2ii) Center
Co-authored papers 2
Samira M Sadowski
Center for Cancer Research, National Cancer Institute, National Institutes of Health
Co-authored papers 2
Mark T Gladwin
University of Maryland School of Medicine
Co-authored papers 2
Anne Y Warren
Cambridge University Hospitals National Health Service Foundation Trust
Co-authored papers 2
Thomas L Spray
Children's Hospital of Philadelphia
Co-authored papers 2
Michael T Collins
National Institute of Dental and Craniofacial Research
Co-authored papers 2
Daniel J Margolis
Weill Cornell Medical College
Co-authored papers 2
Keith J Dreyer
Chief Science Officer ACR Data Science Institute, Massachusetts General Hospital
Co-authored papers 2
Yifan Peng
Hunan University of Science and Technology
Co-authored papers 2
Nicholas J Patronas
Co-authored papers 2
Danica Marinac-Dabic
Center for Devices and Radiological Health
Co-authored papers 1
Release 1.2