Kyle J. Myers

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 22

Top Topics

Intelligent Assistant

Predictive Accuracy

Image Statistics

Top Venues

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Publications

Rucha Deshpande, Varun A. Kelkar, Dimitrios S. Gotsis, Prabhat K. C., Rongping Zeng, Kyle J. Myers, Frank J. Brooks, Mark A. Anastasio
Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics. CoRR (2024)
Qing Lyu, Josh Tan, Michael E. Zapadka, Janardhana Ponnatapura, Chuang Niu, Kyle J. Myers, Ge Wang, Christopher T. Whitlow
Translating radiology reports into plain language using ChatGPT and GPT-4 with prompt learning: results, limitations, and potential. Vis. Comput. Ind. Biomed. Art 6 (1) (2023)
Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Prabhat KC, Kyle J. Myers, Rongping Zeng, Mark A. Anastasio
Assessing the Ability of Generative Adversarial Networks to Learn Canonical Medical Image Statistics. IEEE Trans. Medical Imaging 42 (6) (2023)
Patrick M. Lenahan, E. B. Frantz, Sean W. King, Mark A. Anders, S. J. Moxim, James P. Ashton, Kyle J. Myers, M. E. Flatté, N. J. Harmon
Near Zero Field Magnetoresistance Spectroscopy: A New Tool in Semiconductor Reliability Physics. IRPS (2023)
Karen Drukker, Berkman Sahiner, Tingting Hu, Hyun J. Grace Kim, Heather M. Whitney, Natalie M. Baughan, Kyle J. Myers, Maryellen L. Giger, Michael F. McNitt-Gray
Assistance tools for the evaluation of machine learning algorithm performance: the decision tree-based tools developed by the Medical Imaging and Data Resource Center (MIDRC) Technology Development Project (TDP) 3c effort. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Varun A. Kelkar, Dimitrios S. Gotsis, Rucha Deshpande, Frank J. Brooks, Prabhat K. C., Kyle J. Myers, Rongping Zeng, Mark A. Anastasio
Evaluating generative stochastic image models using task-based image quality measures. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Craig K. Abbey, Frank W. Samuelson, Rongping Zeng, John M. Boone, Miguel P. Eckstein, Kyle J. Myers
Predictive accuracy of model observers in lesion discrimination tasks. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Craig K. Abbey, Sourya Sengupta, Weimin Zhou, Andreu Badal, Rongping Zeng, Frank W. Samuelson, Miguel P. Eckstein, Kyle J. Myers, Mark A. Anastasio, Jovan G. Brankov
Analyzing neural networks applied to an anatomical simulation of the breast. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Natalie M. Baughan, Heather M. Whitney, Karen Drukker, Berkman Sahiner, Tingting Hu, Hyun J. Grace Kim, Michael F. McNitt-Gray, Kyle J. Myers, Maryellen L. Giger
Sequestration of imaging studies in MIDRC: a multi-institutional data commons. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Brandon D. Gallas, Aldo Badano, Sarah Dudgeon, Katherine Elfer, Victor Garcia, Jochen K. Lennerz, Kyle J. Myers, Nicholas Petrick, Ed Margerrison
FDA fosters innovative approaches in research, resources and collaboration. Nat. Mach. Intell. 4 (2) (2022)
Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Kyle J. Myers, Prabhat KC, Rongping Zeng, Mark A. Anastasio
Evaluating Procedures for Establishing Generative Adversarial Network-based Stochastic Image Models in Medical Imaging. CoRR (2022)
Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Prabhat KC, Kyle J. Myers, Rongping Zeng, Mark A. Anastasio
Assessing the ability of generative adversarial networks to learn canonical medical image statistics. CoRR (2022)
Ge Wang, Andreu Badal, Xun Jia, Jonathan S. Maltz, Klaus Mueller, Kyle J. Myers, Chuang Niu, Michael W. Vannier, Pingkun Yan, Zhou Yu, Rongping Zeng
Development of metaverse for intelligent healthcare. Nat. Mac. Intell. 4 (11) (2022)
Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Kyle J. Myers, Prabhat K. C., Rongping Zeng, Mark A. Anastasio
Evaluating procedures for establishing generative adversarial network-based stochastic image models in medical imaging. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Chuang Niu, Ge Wang, Pingkun Yan, Juergen Hahn, Youfang Lai, Xun Jia, Arjun Krishna, Klaus Mueller, Andreu Badal, Kyle J. Myers, Rongping Zeng
Noise Entangled GAN For Low-Dose CT Simulation. CoRR (2021)
Prabhat KC, Rongping Zeng, M. Mehdi Farhangi, Kyle J. Myers
Deep neural networks-based denoising models for CT imaging and their efficacy. CoRR (2021)
Craig K. Abbey, Frank W. Samuelson, Rongping Zeng, John M. Boone, Miguel P. Eckstein, Kyle J. Myers
Human observer templates for lesion discrimination tasks. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
Craig K. Abbey, Frank W. Samuelson, Rongping Zeng, John M. Boone, Miguel P. Eckstein, Kyle J. Myers
Template models for forced-localization tasks. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Rongping Zeng, Congxian Jia, Nima Akhlaghi, Mahsa Torkaman, Brian S. Garra, Karen Alton, Rachel Brem, Tahira Ahmed, Richard Kaczmarek, Kyle J. Myers
Measuring breast motion at multiple DBT compression levels using ultrasound speckle-tracking techniques. IWBI (2018)
Kyle J. Myers
FDA's role in the innovation and evaluation of evolving CAD solutions (Conference Presentation). Medical Imaging: Computer-Aided Diagnosis (2017)
Subok Park, George Zhang, Kyle J. Myers
Comparison of Channel Methods and Observer Models for the Task-Based Assessment of Multi-Projection Imaging in the Presence of Structured Anatomical Noise. IEEE Trans. Medical Imaging 35 (6) (2016)
Predrag R. Bakic, Kyle J. Myers, Stephen J. Glick, Andrew D. A. Maidment
Virtual Tools for the Evaluation of Breast Imaging: State-of-the Science and Future Directions. Digital Mammography / IWDM (2016)
Qin Li, Marios A. Gavrielides, Rongping Zeng, Kyle J. Myers, Berkman Sahiner, Nicholas Petrick
Factors affecting uncertainty in lung nodule volume estimation with CT: comparisons of findings from two estimation methods in a phantom study. Medical Imaging: Computer-Aided Diagnosis (2015)
Qin Li, Rongping Zeng, Kyle J. Myers, Berkman Sahiner, Marios A. Gavrielides, Nicholas Petrick
Relating Fisher Information to Detectability of Changes in Nodule Characteristics with CT. IPMI (2013)
Rui Peng, Rongping Zeng, Eugene O'Bryan, Cecilia Marini-Bettolo, Berkman Sahiner, Kyle J. Myers, Robert J. Jennings
An Experimental Comparison of Continuous Motion and Step-and-Shoot Modes in Digital Breast Tomosynthesis. Digital Mammography / IWDM (2012)
Rongping Zeng, Subok Park, Predrag R. Bakic, Kyle J. Myers
Is the Outcome of Optimizing the System Acquisition Parameters Sensitive to the Reconstruction Algorithm in Digital Breast Tomosynthesis? Digital Mammography / IWDM (2012)
Stefano Young, Andreu Badal, Kyle J. Myers, Subok Park
A Task-Specific Argument for Variable-Exposure Breast Tomosynthesis. Digital Mammography / IWDM (2012)
Jerry L. Prince, Dzung L. Pham, Kyle J. Myers
Editorial. Medical Image Anal. 15 (4) (2011)
Christian G. Graff, Kyle J. Myers
The Ideal Observer Objective Assessment Metric for Magnetic Resonance Imaging - Application to Signal Detection Tasks. IPMI (2011)
Rongping Zeng, Nicholas Petrick, Marios A. Gavrielides, Kyle J. Myers
Approximations of noise structures in helical multi-detector CT scans: application to lung nodule volume estimation. Medical Imaging: Computer-Aided Diagnosis (2010)
Joel M. Witten, Subok Park, Kyle J. Myers
Partial Least Squares: A Method to Estimate Efficient Channels for the Ideal Observers. IEEE Trans. Medical Imaging 29 (4) (2010)
Marios A. Gavrielides, Lisa M. Kinnard, Kyle J. Myers, Rongping Zeng, Nicholas Petrick
FDA phantom CT database: a resource for the assessment of lung nodule size estimation methodologies and software development. Medical Imaging: Computer-Aided Diagnosis (2010)
Marios A. Gavrielides, Rongping Zeng, Lisa Kinnard, Kyle J. Myers, Nicholas Petrick
Information-Theoretic Approach for Analyzing Bias and Variance in Lung Nodule Size Estimation With CT: A Phantom Study. IEEE Trans. Medical Imaging 29 (10) (2010)
Lisa M. Kinnard, Marios A. Gavrielides, Kyle J. Myers, Rongping Zeng, B. Whiting, Sheng Lin-Gibson, Nicholas Petrick
Micro CT based truth estimation of nodule volume. Medical Imaging: Computer-Aided Diagnosis (2010)
Subok Park, Joel M. Witten, Kyle J. Myers
Singular Vectors of a Linear Imaging System as Efficient Channels for the Bayesian Ideal Observer. IEEE Trans. Medical Imaging 28 (5) (2009)
Subok Park, Aldo Badano, Brandon D. Gallas, Kyle J. Myers
Incorporating Human Contrast Sensitivity in Model Observers for Detection Tasks. IEEE Trans. Medical Imaging 28 (3) (2009)
Hela Masmoudi, Stephen M. Hewitt, Nicholas Petrick, Kyle J. Myers, Marios A. Gavrielides
Automated Quantitative Assessment of HER-2/neu Immunohistochemical Expression in Breast Cancer. IEEE Trans. Medical Imaging 28 (6) (2009)
Marios A. Gavrielides, Rongping Zeng, Lisa M. Kinnard, Kyle J. Myers, Nicholas Petrick
A template-based approach for the analysis of lung nodules in a volumetric CT phantom study. Medical Imaging: Computer-Aided Diagnosis (2009)
Lisa M. Kinnard, Marios A. Gavrielides, Kyle J. Myers, Rongping Zeng, Jennifer Peregoy, William F. Pritchard, John W. Karanian, Nicholas Petrick
Volume error analysis for lung nodules attached to pulmonary vessels in an anthropomorphic thoracic phantom. Medical Imaging: Computer-Aided Diagnosis (2008)
Marios A. Gavrielides, Hela Masmoudi, Nicholas Petrick, Kyle J. Myers, Stephen M. Hewitt
Automated evaluation of HER-2/neu immunohistochemical expression in breast cancer using digital microscopy. ISBI (2008)
Diem Phuc Banh, Iacovos S. Kyprianou, Sophie Paquerault, Kyle J. Myers
Morphology-based three-dimensional segmentation of coronary artery tree from CTA scans. Medical Imaging: Image Processing (2007)
Iacovos S. Kyprianou, Andreu Badal, Aldo Badano, Diem Phuc Banh, Melanie Freed, Kyle J. Myers, Laura Thompson
Monte Carlo simulated coronary angiograms of realistic anatomy and pathology models. Medical Imaging: Image-Guided Procedures (2007)
Marios A. Gavrielides, Nicholas Petrick, Kyle J. Myers
Automated alignment of serial thoracic scans using bone structure descriptors. Medical Imaging: Computer-Aided Diagnosis (2007)
Iacovos S. Kyprianou, Sophie Paquerault, Brandon D. Gallas, Aldo Badano, Subok Park, Kyle J. Myers
Framework for determination of geometric parameters of a cone beam CT scanner for measuring the system response function and improved object reconstruction. ISBI (2006)
Marios A. Gavrielides, Nicholas Petrick, Kyle J. Myers
Alignment of full and partial CT thoracic scans using bony structures. Medical Imaging: Image Processing (2006)
Sophie Paquerault, Nicholas Petrick, Berkman Sahiner, Kyle J. Myers, Heang-Ping Chan
Potential improvement of computerized mass detection on mammograms using a bilateral pairing technique. Medical Imaging: Image Processing (2006)
Nicholas Petrick, Kyle J. Myers, Sophie Paquerault, Frank W. Samuelson, Brandon D. Gallas, Robert F. Wagner
Leveraging the Digital Mammography Image Screening Trial (DMIST) Data for the Evaluation of Computer-Aided Detection (CAD) Devices: A Proposal. Digital Mammography / IWDM (2006)
Harrison H. Barrett, Kyle J. Myers, Sreeram Dhurjaty
Foundations of Image Science. J. Electronic Imaging 14 (2) (2005)
Aldo Badano, Brandon D. Gallas, Kyle J. Myers, Arthur E. Burgess
Effect of viewing angle on visual detection in liquid crystal displays. Medical Imaging: Image-Guided Procedures (2003)
Rik Van de Walle, Harrison H. Barrett, Kyle J. Myers, Maria I. Altbach, Bart Desplanques, Arthur F. Gmitro, Jan Cornelis, Ignace Lemahieu
Reconstruction of MRI Images from Data Acquired on a General Non-Regular Grid by Pseudoinverse Calculation. IEEE Trans. Medical Imaging 19 (12) (2000)
David G. Brown, Mary S. Pastel, Kyle J. Myers
Transform neural network for Fourier detection task. Medical Imaging: Image Processing (1999)
David G. Brown, Mary S. Pastel, Kyle J. Myers
Neural network decision functions for a limited-view reconstruction task. Medical Imaging: Image Processing (1998)
Keith A. Wear, Kyle J. Myers, S. S. Rajan, L. W. Grossman
Constrained Reconstruction Applied to 2-D Chemical Shift Imaging. IEEE Trans. Medical Imaging 16 (5) (1997)
Robert F. Wagner, David G. Brown, Jean-Pierre Guédon, Kyle J. Myers, Keith A. Wear
Multivariate Gaussian Pattern Classification: Effects of Finite Sample Size and the Addition of Correlated of Noisy Features on Summary Measures of Goodness. IPMI (1993)