Timothy L. Kline

Publications

• Semantic Instance Segmentation of Kidney Cysts in MR Images: A Fully Automated 3D Approach Developed Through Active Learning
  Journal of Digital Imaging. Apr, 2021  |   Pubmed ID: 33821360
• Characteristics of Patients with End-Stage Kidney Disease in ADPKD
  Kidney International Reports. Mar, 2021  |   Pubmed ID: 33732990
• The Genetic Background Significantly Impacts the Severity of Kidney Cystic Disease in the Pkd1 Mouse Model of Autosomal Dominant Polycystic Kidney Disease
  Kidney International. 06, 2021  |   Pubmed ID: 33705824
• Borderline Resectable and Locally Advanced Pancreatic Cancer: FDG PET/MRI and CT Tumor Metrics for Assessment of Pathologic Response to Neoadjuvant Therapy and Prediction of Survival
  AJR. American Journal of Roentgenology. Jul, 2021  |   Pubmed ID: 33084382
• Automatic Semantic Segmentation of Kidney Cysts in MR Images of Patients Affected by Autosomal-dominant Polycystic Kidney Disease
  Abdominal Radiology (New York). 03, 2021  |   Pubmed ID: 32940759
• Automated Total Kidney Volume Measurements in Pre-clinical Magnetic Resonance Imaging for Resourcing Imaging Data, Annotations, and Source Code
  Kidney International. 03, 2021  |   Pubmed ID: 32828755
• Reproducible Artificial Intelligence Research Requires Open Communication of Complete Source Code
  Radiology. Artificial Intelligence. Jul, 2020  |   Pubmed ID: 33937836
• Assessing Polycystic Kidney Disease in Rodents: Comparison of Robotic 3D Ultrasound and Magnetic Resonance Imaging
  Kidney360. Oct, 2020  |   Pubmed ID: 33521650
• Epidemiology of Autosomal-dominant Polycystic Liver Disease in Olmsted County
  JHEP Reports : Innovation in Hepatology. Dec, 2020  |   Pubmed ID: 33145487
• Impaired Hedgehog-Gli1 Pathway Activity Underlies the Vascular Phenotype of Polycystic Kidney Disease
  Hypertension (Dallas, Tex. : 1979). 12, 2020  |   Pubmed ID: 33012205
• The Value of Genotypic and Imaging Information to Predict Functional and Structural Outcomes in ADPKD
  JCI Insight. 08, 2020  |   Pubmed ID: 32634120
• Influence of Water Based Embedding Media Composition on the Relaxation Properties of Fixed Tissue
  Magnetic Resonance Imaging. 04, 2020  |   Pubmed ID: 31821849
• In Vivo Magnetic Resonance Imaging Techniques for Structural and Functional Characterization of Murine Model Kidneys
  Methods in Cell Biology. 2019  |   Pubmed ID: 31493815
• Kidney and Cystic Volume Imaging for Disease Presentation and Progression in the Cat Autosomal Dominant Polycystic Kidney Disease Large Animal Model
  BMC Nephrology. 07, 2019  |   Pubmed ID: 31299928
• Automatic Measurement of Kidney and Liver Volumes from MR Images of Patients Affected by Autosomal Dominant Polycystic Kidney Disease
  Journal of the American Society of Nephrology : JASN. 08, 2019  |   Pubmed ID: 31270136
• RIL-Contour: a Medical Imaging Dataset Annotation Tool for and with Deep Learning
  Journal of Digital Imaging. 08, 2019  |   Pubmed ID: 31089974
• Standardizing Total Kidney Volume Measurements for Clinical Trials of Autosomal Dominant Polycystic Kidney Disease
  Clinical Kidney Journal. Feb, 2019  |   Pubmed ID: 30746130
• Automated Abdominal Segmentation of CT Scans for Body Composition Analysis Using Deep Learning
  Radiology. 03, 2019  |   Pubmed ID: 30526356
• Three-dimensional NMR Microscopy of Zebrafish Specimens
  NMR in Biomedicine. 01, 2019  |   Pubmed ID: 30431194
• What Does Deep Learning See? Insights From a Classifier Trained to Predict Contrast Enhancement Phase From CT Images
  AJR. American Journal of Roentgenology. 12, 2018  |   Pubmed ID: 30403527
• Long-Term Administration of Tolvaptan in Autosomal Dominant Polycystic Kidney Disease
  Clinical Journal of the American Society of Nephrology : CJASN. 08, 2018  |   Pubmed ID: 30026287
• Deep Learning in Radiology: Does One Size Fit All?
  Journal of the American College of Radiology : JACR. 03, 2018  |   Pubmed ID: 29396120
• Randomised Controlled Trial to Determine the Efficacy and Safety of Prescribed Water Intake to Prevent Kidney Failure Due to Autosomal Dominant Polycystic Kidney Disease (PREVENT-ADPKD)
  BMJ Open. 01, 2018  |   Pubmed ID: 29358433
• Quantitative MRI of Kidneys in Renal Disease
  Abdominal Radiology (New York). 03, 2018  |   Pubmed ID: 28660330
• Residual Deep Convolutional Neural Network Predicts MGMT Methylation Status
  Journal of Digital Imaging. Oct, 2017  |   Pubmed ID: 28785873
• Performance of an Artificial Multi-observer Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys
  Journal of Digital Imaging. Aug, 2017  |   Pubmed ID: 28550374
• Image Texture Features Predict Renal Function Decline in Patients with Autosomal Dominant polycystic Kidney Disease
  Kidney International. 11, 2017  |   Pubmed ID: 28532709
• Machine Learning for Medical Imaging
  Radiographics : a Review Publication of the Radiological Society of North America, Inc. Mar-Apr, 2017  |   Pubmed ID: 28212054
• Noninvasive Assessment of Renal Fibrosis with Magnetization Transfer MR Imaging: Validation and Evaluation in Murine Renal Artery Stenosis
  Radiology. Apr, 2017  |   Pubmed ID: 27697008
• Dynamic Susceptibility Contrast-MRI Quantification Software Tool: Development and Evaluation
  Tomography (Ann Arbor, Mich.). Dec, 2016  |   Pubmed ID: 28066810
• Automated Segmentation of Hyperintense Regions in FLAIR MRI Using Deep Learning
  Tomography (Ann Arbor, Mich.). Dec, 2016  |   Pubmed ID: 28066806
• Semiautomated Segmentation of Polycystic Kidneys in T2-Weighted MR Images
  AJR. American Journal of Roentgenology. Sep, 2016  |   Pubmed ID: 27341140
• MRI Texture Features As Biomarkers to Predict MGMT Methylation Status in Glioblastomas
  Medical Physics. Jun, 2016  |   Pubmed ID: 27277032
• Automatic Total Kidney Volume Measurement on Follow-up Magnetic Resonance Images to Facilitate Monitoring of Autosomal Dominant Polycystic Kidney Disease Progression
  Nephrology, Dialysis, Transplantation : Official Publication of the European Dialysis and Transplant Association - European Renal Association. Feb, 2016  |   Pubmed ID: 26330562
• MIRMAID: A Content Management System for Medical Image Analysis Research
  Radiographics : a Review Publication of the Radiological Society of North America, Inc. Sep-Oct, 2015  |   Pubmed ID: 26284301
• Semi-automated Segmentation of Pre-operative Low Grade Gliomas in Magnetic Resonance Imaging
  Cancer Imaging : the Official Publication of the International Cancer Imaging Society. Aug, 2015  |   Pubmed ID: 26268363
• Utilizing Magnetization Transfer Imaging to Investigate Tissue Remodeling in a Murine Model of Autosomal Dominant Polycystic Kidney Disease
  Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine. May, 2015  |   Pubmed ID: 25974140
• Coronary Microcirculation Changes in Non-ischemic Dilated Cardiomyopathy Identified by Novel Perfusion CT
  The International Journal of Cardiovascular Imaging. Apr, 2015  |   Pubmed ID: 25712168
• Anatomy of Hepatic Arteriolo-portal Venular Shunts Evaluated by 3D Micro-CT Imaging
  Journal of Anatomy. Jun, 2014  |   Pubmed ID: 24684343
• Early Changes in Myocardial Microcirculation in Asymptomatic Hypercholesterolemic Subjects: As Detected by Perfusion CT
  Annals of Biomedical Engineering. Mar, 2014  |   Pubmed ID: 24232745
• IVUS Detection of Vasa Vasorum Blood Flow Distribution in Coronary Artery Vessel Wall
  JACC. Cardiovascular Imaging. Sep, 2012  |   Pubmed ID: 22974807
• Relating Function to Branching Geometry: a Micro-CT Study of the Hepatic Artery, Portal Vein, and Biliary Tree
  Cells, Tissues, Organs. 2011  |   Pubmed ID: 21494011
• Algorithm-enabled Low-dose Micro-CT Imaging
  IEEE Transactions on Medical Imaging. Mar, 2011  |   Pubmed ID: 20977983
• Synchrotron-based Micro-CT Imaging of the Human Lung Acinus
  Anatomical Record (Hoboken, N.J. : 2007). Sep, 2010  |   Pubmed ID: 20687188
• Accuracy of Microvascular Measurements Obtained from Micro-CT Images
  Annals of Biomedical Engineering. Sep, 2010  |   Pubmed ID: 20458628