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Automated Abdominal Segmentation of CT Scans for Body Composition Analysis Using Deep Learning

Radiology, 2019-03, Vol.290 (3), p.669-679

2019

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Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis

Gastroenterology (New York, N.Y. 1943), 2022-11, Vol.163 (5), p.1435-1446.e3

2022

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A systematic review on the use of artificial intelligence in gynecologic imaging – Background, state of the art, and future directions

Gynecologic oncology, 2022-09, Vol.166 (3), p.596-605

2022

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MRI texture features as biomarkers to predict MGMT methylation status in glioblastomas

Medical physics (Lancaster), 2016-06, Vol.43 (6), p.2835-2844

2016

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What Does Deep Learning See? Insights From a Classifier Trained to Predict Contrast Enhancement Phase From CT Images

American journal of roentgenology (1976), 2018-12, Vol.211 (6), p.1184-1193

2018

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Abdominal Imaging in ADPKD: Beyond Total Kidney Volume

Journal of clinical medicine, 2023-08, Vol.12 (15), p.5133

2023

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An Improved Method for Estimating Nephron Number and the Association of Resulting Nephron Number Estimates with Chronic Kidney Disease Outcomes

Journal of the American Society of Nephrology, 2023-07, Vol.34 (7), p.1264-1278

2023

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Machine Learning for Medical Imaging

Radiographics, 2017-03, Vol.37 (2), p.505-515

2017

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Performance of an Artificial Multi-observer Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys

Journal of digital imaging, 2017-08, Vol.30 (4), p.442-448

2017

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Long-Term Administration of Tolvaptan in Autosomal Dominant Polycystic Kidney Disease

Clinical journal of the American Society of Nephrology, 2018-08, Vol.13 (8), p.1153-1161

2018

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Deep learning-based automated kidney and cyst segmentation of autosomal dominant polycystic kidney disease using single vs. multi-institutional data

Clinical imaging, 2024-02, Vol.106, p.110068-110068, Article 110068

2024

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The genetic background significantly impacts the severity of kidney cystic disease in the Pkd1RC/RC mouse model of autosomal dominant polycystic kidney disease

Kidney international, 2021-06, Vol.99 (6), p.1392-1407

2021

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Automated Segmentation of Hyperintense Regions in FLAIR MRI Using Deep Learning

Tomography (Ann Arbor), 2016-12, Vol.2 (4), p.334-340

2016

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Three‐dimensional NMR microscopy of zebrafish specimens

NMR in biomedicine, 2019-01, Vol.32 (1), p.e4031-n/a

2019

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AI in the Loop: functionalizing fold performance disagreement to monitor automated medical image segmentation workflows

Frontiers in radiology, 2023-09, Vol.3, p.1223294-1223294

2023

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The value of genotypic and imaging information to predict functional and structural outcomes in ADPKD

JCI insight, 2020-08, Vol.5 (15)

2020

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Kidney and cystic volume imaging for disease presentation and progression in the cat autosomal dominant polycystic kidney disease large animal model

BMC nephrology, 2019-07, Vol.20 (1), p.259-259, Article 259

2019

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Weight loss and cystic disease progression in autosomal dominant polycystic kidney disease

iScience, 2022-01, Vol.25 (1), p.103697-103697, Article 103697

2022

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Biocompatible high-moment FeCo-Au magnetic nanoparticles for magnetic hyperthermia treatment optimization

Journal of magnetism and magnetic materials, 2009-05, Vol.321 (10), p.1525-1528

2009

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Epidemiology of autosomal-dominant polycystic liver disease in Olmsted county

JHEP reports, 2020-12, Vol.2 (6), p.100166-100166, Article 100166

2020

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Beyond the Protons-Sodium MR Imaging Provides New Kidney Insights

Kidney360, 2023-05, Vol.4 (5), p.569-571

Kline, Timothy L

2023

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Deep Learning in Radiology: Does One Size Fit All?

Journal of the American College of Radiology, 2018-03, Vol.15 (3), p.521-526

2018

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Bone health in autosomal dominant polycystic kidney disease (ADPKD) patients after kidney transplantation

Bone Reports, 2023-06, Vol.18, p.101655-101655, Article 101655

2023

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Visceral Adiposity and Progression of ADPKD: A Cohort Study of Patients From the TEMPO 3:4 Trial

American journal of kidney diseases, 2024-09, Vol.84 (3), p.275-285.e1

2024

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Relating Function to Branching Geometry: A Micro-CT Study of the Hepatic Artery, Portal Vein, and Biliary Tree

Cells, tissues, organs, 2011-01, Vol.194 (5), p.431-442

2011

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Automated Abdominal Segmentation of CT Scans for Body Composition Analysis Using Deep Learning

Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis

A systematic review on the use of artificial intelligence in gynecologic imaging – Background, state of the art, and future directions

MRI texture features as biomarkers to predict MGMT methylation status in glioblastomas

What Does Deep Learning See? Insights From a Classifier Trained to Predict Contrast Enhancement Phase From CT Images

Abdominal Imaging in ADPKD: Beyond Total Kidney Volume

An Improved Method for Estimating Nephron Number and the Association of Resulting Nephron Number Estimates with Chronic Kidney Disease Outcomes

Machine Learning for Medical Imaging

Performance of an Artificial Multi-observer Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys

Long-Term Administration of Tolvaptan in Autosomal Dominant Polycystic Kidney Disease

Deep learning-based automated kidney and cyst segmentation of autosomal dominant polycystic kidney disease using single vs. multi-institutional data

The genetic background significantly impacts the severity of kidney cystic disease in the Pkd1RC/RC mouse model of autosomal dominant polycystic kidney disease

Automated Segmentation of Hyperintense Regions in FLAIR MRI Using Deep Learning

Three‐dimensional NMR microscopy of zebrafish specimens

AI in the Loop: functionalizing fold performance disagreement to monitor automated medical image segmentation workflows

The value of genotypic and imaging information to predict functional and structural outcomes in ADPKD

Kidney and cystic volume imaging for disease presentation and progression in the cat autosomal dominant polycystic kidney disease large animal model

Weight loss and cystic disease progression in autosomal dominant polycystic kidney disease

Biocompatible high-moment FeCo-Au magnetic nanoparticles for magnetic hyperthermia treatment optimization

Epidemiology of autosomal-dominant polycystic liver disease in Olmsted county

Beyond the Protons-Sodium MR Imaging Provides New Kidney Insights

Deep Learning in Radiology: Does One Size Fit All?

Bone health in autosomal dominant polycystic kidney disease (ADPKD) patients after kidney transplantation

Visceral Adiposity and Progression of ADPKD: A Cohort Study of Patients From the TEMPO 3:4 Trial

Relating Function to Branching Geometry: A Micro-CT Study of the Hepatic Artery, Portal Vein, and Biliary Tree

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