Dr. Bradley Erickson, MD

• Radiology

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• Mayo Clinic-rochester

  Fellowship Hospital

• Mayo Clinic Alix School Of Medicine

  Internship Hospital

• Deep Neural Network for Cardiac Magnetic Resonance Image Segmentation, 2022-05-23

• Automated measurement of total kidney volume from 3D ultrasound images of patients affected by polycystic kidney disease and comparison to MR measurements, 2022-04-27

• Phase I/II Trial of Temsirolimus and Sorafenib in Treatment of Patients with Recurrent Glioblastoma: North Central Cancer Treatment Group Study/Alliance N0572, 2018-01-03

• Utilizing Magnetization Transfer Imaging to Investigate Tissue Remodeling in a Murine Model of Autosomal Dominant Polycystic Kidney Disease, 2015-05-13

• Effect of Dataset Size and Medical Image Modality on Convolutional Neural Network Model Performance for Automated Segmentation: A CT and MR Renal Tumor Imaging Study, 2023-03-17

• Predicting Deletion of Chromosomal Arms 1p/19q in Low-Grade Gliomas from MR Images Using Machine Intelligence, 2017-06-09

• Brain gliomas: reporting essentials and treatment response, 2015-10-02

• Automatic semantic segmentation of kidney cysts in MR images of patients affected by autosomal-dominant polycystic kidney disease, 2020-09-17

• Deep Learning Artificial Intelligence Model for Assessment of Hip Dislocation Risk Following Primary Total Hip Arthroplasty from Postoperative Radiographs, 2021-02-16

• Toolkits and Libraries for Deep Learning, 2017-03-17

• Deep Learning Tool for Automated Radiographic Measurement of Acetabular Component Inclination and Version Following Total Hip Arthroplasty, 2021-02-16

• RIL-Contour: a Medical Imaging Dataset Annotation Tool for and with Deep Learning, 2019-05-14

• Performance of an Artificial Multi-observer Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys, 2017-05-26

• Analysis of Hemodynamics and Aneurysm Occlusion after Flow Diverting Treatment in Rabbit Models, 2014-04-10

• Applying Deep Learning to Establish a Total Hip Arthroplasty Radiography Registry A Stepwise Approach, 2022-07-21

• Automated segmentation of endometrial cancer on MR images using deep learning, 2021-01-08

• Generative Adversarial Networks to synthesize missing T1 and FLAIR MRI sequences for use in a multisequence brain tumor segmentation model., 2021-03-09

• Semantic Instance Segmentation of Kidney Cysts in MR Images: A Fully Automated 3D Approach Developed Through Active Learning, 2021-04-05

• Quantitative Imaging in Cancer Clinical Trials, 2016-01-15

• Beneficial Plasma Exchange Response in CNS Inflammatory Demyelination, 2011-03-14

• Dynamic Susceptibility Contrast-MRI Quantification Software Tool: Development and Evaluation, 2016-12-01

• ACR Imaging IT Reference Guide: Image Sharing: Evolving Solutions in the Age of Interoperability, 2014-12-01

• A Quantitative Symmetry-based Analysis of Hyperacute Ischemic Stroke Lesions in Non-Contrast Computed Tomography, 2017-01-08

• Semiautomated Segmentation of Polycystic Kidneys in T2-Weighted MR Images, 2016-06-24

• Semi-automated segmentation of pre-operative low grade gliomas in magnetic resonance imaging, 2015-08-14

• Dynamic Susceptibility Contrast-MRI Quantification Software Tool: Development and Evaluation, 2016-12-30

• Pituitary Stalk Interruption Syndrome in Chinese People: Clinical Characteristic Analysis of 55 Cases, 2013-01-14

• SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks, 2022-03-24

• Topological data analysis in medical imaging: current state of the art, 2023-04-01

• Machine Learning and Deep Learning in Cardiothoracic Imaging: A Scoping Review, 2022-10-17

• Analysis of Hemodynamics and Aneurysm Occlusion after Flow Diverting Treatment in Rabbit Models, 2014-04-14

• Algebraic topology-based machine learning using MRI predicts outcomes in primary sclerosing cholangitis, 2022-11-18

• Imaging in Clinical Trials, 2007-05-12

• Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions, 2017-06-02

• Image texture features predict renal function decline in patients with Autosomal Dominant Polycystic Kidney Disease, 2017-05-20