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Author Details

Daniel L Rubin
Stanford University.
1981
343
54
PMIDPaper TitleJournal TitlePublished Year
36370180Differentiation of benign from malignant solid renal lesions using CT-based radiomics and machine learning: comparison with radiologist interpretation.Abdom Radiol (NY)2023
36370180Differentiation of benign from malignant solid renal lesions using CT-based radiomics and machine learning: comparison with radiologist interpretation.Abdom Radiol (NY)2023
37573581Erratum: "MRI pulse sequence integration for deep-learning-based brain metastases segmentation".Med Phys2023
37218941Co-Clinical Imaging Metadata Information (CIMI) for Cancer Research to Promote Open Science, Standardization, and Reproducibility in Preclinical Imaging.Tomography2023
37018684Predicting 30-day all-cause hospital readmission using multimodal spatiotemporal graph neural networks.IEEE J Biomed Health Inform2023
37018314Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging.IEEE Trans Med Imaging2023
36753979PlexusNet: A neural network architectural concept for medical image classification.Comput Biol Med2023
36633614Low-count whole-body PET/MRI restoration: an evaluation of dose reduction spectrum and five state-of-the-art artificial intelligence models.Eur J Nucl Med Mol Imaging2023
37388280Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients.J Med Imaging (Bellingham)2023
37128395Graph-based Fusion Modeling and Explanation forDisease Trajectory Prediction.AMIA Annu Symp Proc2023
36934383Atrial fibrillation ablation outcome prediction with a machine learning fusion framework incorporating cardiac computed tomography.J Cardiovasc Electrophysiol2023
367434392.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data.Front Neuroinform2023
37055475Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models.Sci Rep2023
36615186Segmentation-Assisted Fully Convolutional Neural Network Enhances Deep Learning Performance to Identify Proliferative Diabetic Retinopathy.J Clin Med2023
37293349AI Transformers for Radiation Dose Reduction in Serial Whole-Body PET Scans.Radiol Artif Intell2023
37104137Toward Practical Integration of Omic and Imaging Data in Co-Clinical Trials.Tomography2023
37544983Examination of fully automated mammographic density measures using LIBRA and breast cancer risk in a cohort of 21,000 non-Hispanic white women.Breast Cancer Res2023
37544983Examination of fully automated mammographic density measures using LIBRA and breast cancer risk in a cohort of 21,000 non-Hispanic white women.Breast Cancer Res2023
37573581Erratum: "MRI pulse sequence integration for deep-learning-based brain metastases segmentation".Med Phys2023
37218941Co-Clinical Imaging Metadata Information (CIMI) for Cancer Research to Promote Open Science, Standardization, and Reproducibility in Preclinical Imaging.Tomography2023
37055475Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models.Sci Rep2023
37388280Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients.J Med Imaging (Bellingham)2023
37018684Predicting 30-day all-cause hospital readmission using multimodal spatiotemporal graph neural networks.IEEE J Biomed Health Inform2023
37018314Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging.IEEE Trans Med Imaging2023
37104137Toward Practical Integration of Omic and Imaging Data in Co-Clinical Trials.Tomography2023
37128395Graph-based Fusion Modeling and Explanation forDisease Trajectory Prediction.AMIA Annu Symp Proc2023
37293349AI Transformers for Radiation Dose Reduction in Serial Whole-Body PET Scans.Radiol Artif Intell2023
36753979PlexusNet: A neural network architectural concept for medical image classification.Comput Biol Med2023
36615186Segmentation-Assisted Fully Convolutional Neural Network Enhances Deep Learning Performance to Identify Proliferative Diabetic Retinopathy.J Clin Med2023
367434392.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data.Front Neuroinform2023
36934383Atrial fibrillation ablation outcome prediction with a machine learning fusion framework incorporating cardiac computed tomography.J Cardiovasc Electrophysiol2023
36633614Low-count whole-body PET/MRI restoration: an evaluation of dose reduction spectrum and five state-of-the-art artificial intelligence models.Eur J Nucl Med Mol Imaging2023
34864210A weakly supervised model for the automated detection of adverse events using clinical notes.J Biomed Inform2022
35390737Handling data heterogeneity with generative replay in collaborative learning for medical imaging.Med Image Anal2022
35652118Toward Reduction in False-Positive Thyroid Nodule Biopsies with a Deep Learning-based Risk Stratification System Using US Cine-Clip Images.Radiol Artif Intell2022
35749336SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging.IEEE J Biomed Health Inform2022
35802836Accuracy of Electronic Medical Record Follow-Up Data for Estimating the Survival Time of Patients With Cancer.JCO Clin Cancer Inform2022
35867397Machine Learning-Enabled Multimodal Fusion of Intra-Atrial and Body Surface Signals in Prediction of Atrial Fibrillation Ablation Outcomes.Circ Arrhythm Electrophysiol2022
36324799Graph-based Fusion Modeling and Explanation for Disease Trajectory Prediction.medRxiv2022
36195599A whole-body FDG-PET/CT Dataset with manually annotated Tumor Lesions.Sci Data2022
36624800Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning.Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit2022
37520117Erratum: Author Correction: Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence.Nat Mach Intell2022
34864210A weakly supervised model for the automated detection of adverse events using clinical notes.J Biomed Inform2022
35296449Federated Learning for Multicenter Collaboration in Ophthalmology: Improving Classification Performance in Retinopathy of Prematurity.Ophthalmol Retina2022
35308953A Fusion NLP Model for the Inference of Standardized Thyroid Nodule Malignancy Scores from Radiology Report Text.AMIA Annu Symp Proc2022
35149938Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports.J Digit Imaging2022
35197467Uncovering interpretable potential confounders in electronic medical records.Nat Commun2022
35197110Transfer language space with similar domain adaptation: a case study with hepatocellular carcinoma.J Biomed Semantics2022
37520117Erratum: Author Correction: Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence.Nat Mach Intell2022
35652118Toward Reduction in False-Positive Thyroid Nodule Biopsies with a Deep Learning-based Risk Stratification System Using US Cine-Clip Images.Radiol Artif Intell2022
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Collaborators

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Rivka R Colen
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Stacey E Alexeeff
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Judy Wawira Gichoya
Emory University
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Gerald J Berry
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Jessica A Turner
Georgia State University
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Jose L V Mejino
Department of Biological Structure University of Washington
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Bhavik N Patel
Gold Coast University Hospital
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Steffen Schmitz-Valckenberg
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Release 1.2