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Author Details

Jeffrey D Rudie
Center for Intelligent Imaging (ci2), University of California san francisco
2010
50
26
PMIDPaper TitleJournal TitlePublished Year
36702828Author Correction: Federated learning enables big data for rare cancer boundary detection.Nat Commun2023
379652193D U-Net for automated detection of multiple sclerosis lesions: utility of transfer learning from other pathologies.Front Neurosci2023
38074791Bayesian Networks in Radiology.Radiol Artif Intell2023
37608937The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma.ArXiv2023
37396608The Brain Tumor Segmentation (BraTS) Challenge 2023: <i>Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)</i>.ArXiv2023
36549845Development of Gestational Age-Based Fetal Brain and Intracranial Volume Reference Norms Using Deep Learning.AJNR Am J Neuroradiol2023
36404039Neuroimaging Patterns of Intracranial Infections: Meningitis, Cerebritis, and Their Complications.Neuroimaging Clin N Am2023
35294074Economic impact of selective use of contrast for routine follow-up MRI of patients with multiple sclerosis.J Neuroimaging2022
35611269Combining radiomics and deep convolutional neural network features from preoperative MRI for predicting clinically relevant genetic biomarkers in glioblastoma.Neurooncol Adv2022
35391765Clinical Assessment of Deep Learning-based Super-Resolution for 3D Volumetric Brain MRI.Radiol Artif Intell2022
36470898Federated learning enables big data for rare cancer boundary detection.Nat Commun2022
36523646The University of California San Francisco Preoperative Diffuse Glioma MRI Dataset.Radiol Artif Intell2022
35906241The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, &amp; radiomics.Sci Data2022
36204543Longitudinal Assessment of Posttreatment Diffuse Glioma Tissue Volumes with Three-dimensional Convolutional Neural Networks.Radiol Artif Intell2022
34136817Three-dimensional U-Net Convolutional Neural Network for Detection and Segmentation of Intracranial Metastases.Radiol Artif Intell2021
33749724Rates of Incidental Findings in Brain Magnetic Resonance Imaging in Children.JAMA Neurol2021
35146430Interinstitutional Portability of a Deep Learning Brain MRI Lesion Segmentation Algorithm.Radiol Artif Intell2021
34617027Feasibility of Simulated Postcontrast MRI of Glioblastomas and Lower-Grade Gliomas by Using Three-dimensional Fully Convolutional Neural Networks.Radiol Artif Intell2021
34131794Brain MRI Deep Learning and Bayesian Inference System Augments Radiology Resident Performance.J Digit Imaging2021
32191542Cancer Imaging Phenomics via CaPTk: Multi-Institutional Prediction of Progression-Free Survival and Pattern of Recurrence in Glioblastoma.JCO Clin Cancer Inform2020
33937838Subspecialty-Level Deep Gray Matter Differential Diagnoses with Deep Learning and Bayesian Networks on Clinical Brain MRI: A Pilot Study.Radiol Artif Intell2020
31818388Medical Image Analysis: Human and Machine.Acad Radiol2020
32129893Histopathology-validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo-progression in glioblastoma.Cancer2020
32255417Artificial Intelligence System Approaching Neuroradiologist-level Differential Diagnosis Accuracy at Brain MRI.Radiology2020
30667332Emerging Applications of Artificial Intelligence in Neuro-Oncology.Radiology2019
31920609Multi-Disease Segmentation of Gliomas and White Matter Hyperintensities in the BraTS Data Using a 3D Convolutional Neural Network.Front Comput Neurosci2019
31920606Multivariate Analysis of Preoperative Magnetic Resonance Imaging Reveals Transcriptomic Classification of <i>de novo</i> Glioblastoma Patients.Front Comput Neurosci2019
31322909Artificial intelligence for precision education in radiology.Br J Radiol2019
31345943Convolutional Neural Network for Automated FLAIR Lesion Segmentation on Clinical Brain MR Imaging.AJNR Am J Neuroradiol2019
31092348An Initiative to Reduce Unnecessary Gadolinium-Based Contrast in Multiple Sclerosis Patients.J Am Coll Radiol2019
30990384A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop.Radiology2019
29280227Neuroimaging of Dilated Perivascular Spaces: From Benign and Pathologic Causes to Mimics.J Neuroimaging2018
25011468Neural signatures of autism spectrum disorders: insights into brain network dynamics.Neuropsychopharmacology2015
26421492Machine learning classification of mesial temporal sclerosis in epilepsy patients.Epilepsy Res2015
23774715The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism.Mol Psychiatry2014
25282602Development of the default mode and central executive networks across early adolescence: a longitudinal study.Dev Cogn Neurosci2014
22760337Neural and behavioral responses during self-evaluative processes differ in youth with and without autism.J Autism Dev Disord2013
24157390Overreactive brain responses to sensory stimuli in youth with autism spectrum disorders.J Am Acad Child Adolesc Psychiatry2013
24238089Convergent evidence of brain overconnectivity in children with autism?Cell Rep2013
21784971Reduced functional integration and segregation of distributed neural systems underlying social and emotional information processing in autism spectrum disorders.Cereb Cortex2012
24497750Atypical Neural Processing of Ironic and Sincere Remarks in Children and Adolescents with Autism Spectrum Disorders.Metaphor Symb2012
24179761Altered functional and structural brain network organization in autism.Neuroimage Clin2012
23226127The UCLA multimodal connectivity database: a web-based platform for brain connectivity matrix sharing and analysis.Front Neuroinform2012
22958829Autism-associated promoter variant in MET impacts functional and structural brain networks.Neuron2012
22773540Regional fMRI hypoactivation and altered functional connectivity during emotion processing in nonmedicated depressed patients with bipolar II disorder.Am J Psychiatry2012
22912605Insights into multimodal imaging classification of ADHD.Front Syst Neurosci2012
22472800Frontostriatal connectivity in children during working memory and the effects of prenatal methamphetamine, alcohol, and polydrug exposure.Dev Neurosci2012
22318914An fMRI investigation of responses to peer rejection in adolescents with autism spectrum disorders.Dev Cogn Neurosci2011
22500773Altered structural brain connectivity in healthy carriers of the autism risk gene, CNTNAP2.Brain Connect2011
21048216Altered functional connectivity in frontal lobe circuits is associated with variation in the autism risk gene CNTNAP2.Sci Transl Med2010
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Collaborators

Andreas M Rauschecker
University of California San Francisco
Co-authored papers 20
Spyridon Bakas
Richards Medical Research Laboratories (S.B.)
Co-authored papers 10
Evan Calabrese
University of California San Francisco
Co-authored papers 9
Javier E Villanueva-Meyer
University of California san francisco
Co-authored papers 9
Christos Davatzikos
University of Pennsylvania
Co-authored papers 8
Michel Bilello
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 7
Robert Nick Bryan
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 6
Soonmee Cha
Co-authored papers 5
Christopher P Hess
University of California san francisco
Co-authored papers 5
Adam E Flanders
Thomas Jefferson University
Co-authored papers 5
Benedikt Wiestler
Technical University
Co-authored papers 4
Farouk Dako
Center for Global Health, Perelman School of Medicine, University of Pennsylvania
Co-authored papers 4
James C Gee
University of Pennsylvania
Co-authored papers 4
Donald M O'Rourke
Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania
Co-authored papers 4
Bjoern H Menze
Technische Universitat Munchen, University of Zurich
Co-authored papers 4
Ilya M Nasrallah
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 3
Paul M Thompson
University of Southern California
Co-authored papers 3
Jill S Barnholtz-Sloan
National Cancer Institute
Co-authored papers 3
Anahita Fathi Kazerooni
University of Pennsylvania.
Co-authored papers 3
Raymond Y Huang
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 2
Elizabeth R Sowell
Children's Hospital Los Angeles
Co-authored papers 2
Andrew E Sloan
Co-authored papers 2
Walter F Wiggins
Center for Advanced Magnetic Resonance Development (M.R.B.), Duke University
Co-authored papers 2
Michael A Vogelbaum
Moffit Cancer Center
Co-authored papers 2
Pim J French
Erasmus MC Cancer Institute
Co-authored papers 2
Verena Chung
Blavatnik Institute, Harvard Medical School
Co-authored papers 2
Felix Sahm
Hopp Children's Cancer Center Heidelberg (KiTZ)
Co-authored papers 2
John Mongan
University of California San Francisco
Co-authored papers 2
Michael Weller
University Hospital and University of Zurich
Co-authored papers 2
Koen Van Leemput
Technical University of Denmark
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Release 1.2