Frederic D. McKenzie

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 18

Top Topics

Decision Process

Manifold Learning

Laplacian Eigenmaps

Minimally Invasive

Top Venues

Publications

Haben Yhdego, Nahom Kidane, Frederic D. McKenzie, Michel A. Audette
Development of deep-learning models for a hybrid simulation of auscultation training on standard patients using an ECG-based virtual pathology stethoscope. Simul. 99 (9) (2023)
Mohammad F. Obeid, Robert E. Kelly, Frederic D. McKenzie
Development and Validation of a Hybrid Nuss Procedure Surgical Simulator and Trainer. IEEE Trans. Biomed. Eng. 68 (8) (2021)
Nahom B. Kidane, Mohammad F. Obeid, Frederic D. McKenzie, Robert J. Obermeyer, Robert E. Kelly
Statistical Chest Shape Modeling: Application to the Evaluation of Pectus Excavatum Treatment Outcomes. BIBM (2020)
Haben Yhdego, Nahom Kidane, Frederic D. McKenzie, Michel A. Audette
ECG-Based Virtual Pathology Stethoscope Tracking Using Transfer Learning. SpringSim (2020)
Haben Yhdego, Nahom Kidane, Sahil Aggarwal, Andrew E. Cross, Frederic D. McKenzie, Michel A. Audette
Convolutional Neural Network for ECG-based Virtual Pathology Stethoscope Tracking in Patient Heart Auscultation. BIBM (2019)
Nahom Kidane, Mohammad F. Obeid, Antarius Daniel, Robert Obermeyer, Robert E. Kelly, Frederic D. McKenzie
An Accurate and Efficient Instrument for Monitoring Chest Wall Therapy. BHI (2019)
Saturnina Fabian Nisperos, Frederic D. McKenzie
Assessing Crop Rotation Sustainability Using Analytical Hierarchy Process. ECMS (2018)
Feng Li, Guangfan Zhang, Wei Wang, Roger Xu, Tom Schnell, Jonathan Wen, Frederic D. McKenzie, Jiang Li
Deep Models for Engagement Assessment With Scarce Label Information. IEEE Trans. Hum. Mach. Syst. 47 (4) (2017)
Feng Li, Guangfan Zhang, Wei Wang, Roger Xu, Tom Schnell, Jonathan Wen, Frederic D. McKenzie, Jiang Li
Deep Models for Engagement Assessment With Scarce Label Information. CoRR (2016)
Mohammad F. Obeid, Robert Obermeyer, Nahom Kidane, Robert E. Kelly, Frederic D. McKenzie
Investigating the fidelity of an improvement-assessment tool after one vacuum bell treatment session. SummerSim (2016)
Mohammad F. Obeid, Nahom Kidane, Krzysztof J. Rechowicz, Salim Chemlal, Robert E. Kelly, Frederic D. McKenzie
Validation of an Objective Assessment Instrument for Non-Surgical Treatments of Chest Wall Deformities. MMVR (2016)
Gerd Wagner, Mamadou D. Seck, Frederic D. McKenzie
Process modeling for simulation: Observations and open issues. WSC (2016)
Shuo Ren, Frederic D. McKenzie
Collaborative Virtual Environment For Engineering Laboratory. ECMS (2015)
James F. Leathrum Jr., Roland R. Mielke, Michel A. Audette, Frederic D. McKenzie, Robert K. Armstrong, Geoffrey T. Miller, Andrew E. Cross, Mark W. Scerbo
An architecture to support integrated manikin-based simulations. SummerSim (2015)
Shuo Ren, Frederic D. McKenzie, Sushil K. Chaturvedi, Ramamurthy Prabhakaran, Jaewan Yoon, Petros J. Katsioloudis, Hector M. Garcia
Design and Comparison of Immersive Interactive Learning and Instructional Techniques for 3D Virtual Laboratories. Presence Teleoperators Virtual Environ. 24 (2) (2015)
Kasi Bharath Vegesana, Frederic D. McKenzie
An agent based model to simulate farmer decision process. SpringSim (ADS) (2015)
Frederic D. McKenzie, Roland R. Mielke, James F. Leathrum Jr.
A successful EAC-ABET accredited undergraduate program in modeling and simulation engineering (M&SE). WSC (2015)
Krzysztof J. Rechowicz, Mohammad F. Obeid, Salim Chemlal, Frederic D. McKenzie
Simulation of the critical steps of the Nuss procedure. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 3 (4) (2015)
Kasi Bharath Vegesana, Frederic D. McKenzie
A mathematical model for representing farmer decision processes. SummerSim (2014)
Mohammad F. Obeid, Salim Chemlal, Krzysztof J. Rechowicz, Eun-sil Heo, Robert E. Kelly, Frederic D. McKenzie
Improvement of a Virtual Pivot for Minimally Invasive Surgery Simulators Using Haptic Augmentation. AE-CAI (2014)
Salim Chemlal, Krzysztof J. Rechowicz, Mohammad F. Obeid, Frederic D. McKenzie
Poster: Modeling insertion point for general purpose haptic device simulations for minimally invasive surgeries. 3DUI (2014)
Salim Chemlal, Krzysztof J. Rechowicz, Mohammad F. Obeid, Robert E. Kelly, Frederic D. McKenzie
Developing Clinically Relevant Aspects of the Nuss Procedure Surgical Simulator. MMVR (2014)
Emin Kugu, Jiang Li, Frederic D. McKenzie, Ozgur Koray Sahingoz
Fuzzy logic approach and sensitivity analysis for agent-based crowd injury modeling. Simul. 90 (3) (2014)
Mohammad F. Obeid, Krzysztof J. Rechowicz, Frederic D. McKenzie
Incorporating reflection for real-time multi-configuration haptic-interactive virtual environments. SummerSim (2014)
Krzysztof J. Rechowicz, Frederic D. McKenzie
Development and validation methodology of the Nuss procedure surgical planner. Simul. 89 (12) (2013)
Nahom Kidane, Salim Chemlal, Jiang Li, Frederic D. McKenzie, Tom Hubbard
Orientation invariant ECG-based stethoscope tracking for heart auscultation training on augmented standardized patients. Simul. 89 (12) (2013)
Loc Tran, Frederic D. McKenzie, Jihong Wang, Jiang Li
Large-Scale Manifold Learning Using an Adaptive Sparse Neighbor Selection Approach for Brain Tumor Progression Prediction. MLMI (2013)
Loc Tran, Debrup Banerjee, Jihong Wang, Ashok J. Kumar, Frederic D. McKenzie, Yaohang Li, Jiang Li
High-dimensional MRI data analysis using a large-scale manifold learning approach. Mach. Vis. Appl. 24 (5) (2013)
Hoang-Anh T. Nguyen, John Musson, Feng Li, Wei Wang, Guangfan Zhang, Roger Xu, Carl Richey, Tom Schnell, Frederic D. McKenzie, Jiang Li
EOG artifact removal using a wavelet neural network. Neurocomputing 97 (2012)
Shao-Hui Chuang, Jiang Li, Xiaoyan Sun, Ayyappa Vadlamudi, Bo Sun, Lisa H. Cazares, Julius Nyalwidhe, Dean Troyer, O. John Semmes, Frederic D. McKenzie
Prostate cancer region prediction by fusing results from MALDI spectra-processing and texture analysis. Simul. 88 (10) (2012)
Emin Kugu, Jiang Li, Frederic D. McKenzie, Ozgur Koray Sahingoz
Fuzzy logic injury design for crowd modeling. SpringSim (MMS) (2011)
Loc Tran, Debrup Banerjee, Xiaoyan Sun, Jihong Wang, Ashok J. Kumar, David Vinning, Frederic D. McKenzie, Yaohang Li, Jiang Li
A Large-Scale Manifold Learning Approach for Brain Tumor Progression Prediction. MLMI (2011)
Christopher J. Lynch, Ross Lambert, Frederic D. McKenzie, Adam Williams
A remote monitoring system for treating Pectus Carinatum. BMEI (2011)
Xiaoyan Sun, Frederic D. McKenzie, Sebastian Y. Bawab, Jiang Li, Yongki Yoon, Jen-K. Huang
Automated dental implantation using image-guided robotics: registration results. Int. J. Comput. Assist. Radiol. Surg. 6 (5) (2011)
Krzysztof J. Rechowicz, Robert E. Kelly, Michael Goretsky, Frazier W. Frantz, Stephen B. Knisley, Donald Nuss, Frederic D. McKenzie
A Design for Simulating and Validating the Nuss Procedure for the Minimally Invasive Correction of Pectus Excavatum. MMVR (2011)
Shao-Hui Chuang, Xiaoyan Sun, Wen-Yu Chang, Gwo-Shing Chen, Adam Huang, Jiang Li, Frederic D. McKenzie
BCC skin cancer diagnosis based on texture analysis techniques. Medical Imaging: Computer-Aided Diagnosis (2011)
Debrup Banerjee, Loc Tran, Jiang Li, Yuzhong Shen, Frederic D. McKenzie, Jihong Wang
Prediction of brain tumor progression using multiple histogram matched MRI scans. Medical Imaging: Computer-Aided Diagnosis (2011)
Krzysztof J. Rechowicz, Frederic D. McKenzie
A strategy for simulating and validating the Nuss procedure for the minimally invasive correction of pectus excavatum. BMEI (2011)
Jiang Li, Ayyappa Vadlamudi, Shao-Hui Chuang, Xiaoyan Sun, Bo Sun, Frederic D. McKenzie, Lisa H. Cazares, Julius Nyalwidhe, Dean Troyer, O. John Semmes
Combining Prostate Cancer Region Predictions from MALDI Spectra Processing and Texture Analysis. BIBE (2010)
Shao-Hui Chuang, Xiaoyan Sun, Lisa H. Cazares, Julius Nyalwidhe, Dean Troyer, O. John Semmes, Jiang Li, Frederic D. McKenzie
Adjacent slice prostate cancer prediction to inform MALDI imaging biomarker analysis. Medical Imaging: Computer-Aided Diagnosis (2010)
Emin Kugu, Frederic D. McKenzie, Jiang Li, Ozgur Koray Sahingoz
Multi agent design and implementation of crowd injury model. SpringSim (2010)
Ayyappa Vadlamudi, Shao-Hui Chuang, Xiaoyan Sun, Lisa H. Cazares, Julius Nyalwidhe, Dean Troyer, O. John Semmes, Jiang Li, Frederic D. McKenzie
Prostate cancer region prediction using MALDI mass spectra. Medical Imaging: Computer-Aided Diagnosis (2010)
Yuzhong Shen, Debrup Banerjee, Jiang Li, Adam Chandler, Yu-Fei Shen, Frederic D. McKenzie, Jihong Wang
Prediction of brain tumor progression using a machine learning technique. Medical Imaging: Computer-Aided Diagnosis (2010)
Bo Sun, Frederic D. McKenzie
PSTK: A Graphic Tool for Prostate Specimen Analysis and Visualization. IPCV (2010)
Xiaoyan Sun, Shao-Hui Chuang, Jiang Li, Frederic D. McKenzie
Automatic diagnosis for prostate cancer using run-length matrix method. Medical Imaging: Computer-Aided Diagnosis (2009)
Krzysztof J. Rechowicz, Frederic D. McKenzie, Zhenzhen Yan, Sebastian Y. Bawab, Stacie Ringleb
Investigating an approach to identifying the biomechanical differences between intercostal cartilage in subjects with pectus excavatum and normals in vivo: preliminary assessment of normal subjects. Medical Imaging: Image-Guided Procedures (2009)
Bo Sun, Frederic D. McKenzie
Medical Student Evaluation using Virtual Pathology Echocardiography (VPE) for Augmented Standardized Patients. MMVR (2008)
Bo Sun, Frederic D. McKenzie, Hector M. Garcia, Thomas W. Hubbard, John A. Ullian, Gayle A. Gliva
Medical Student Evaluation using Augmented Standardized Patients: New Development and Results. MMVR (2007)
Rania Hussein, Frederic D. McKenzie
Identifying ambiguous prostate gland contours from histology using capsule shape information and least squares curve fitting. Int. J. Comput. Assist. Radiol. Surg. 2 (3-4) (2007)
Frederic D. McKenzie, Herbie H. Piland III, Min Song
Incorporating a PMF-Based Injury Model into a Multi-Agent Representation of Crowd Behavior. SNPD (3) (2007)
Frederic D. McKenzie, Mikel D. Petty, Paul Kruszewski, Ryland C. Gaskins, Jennifer Seevinck, Eric W. Weisel, Quynh-Ah H. Nguyen
Crowd Modelling for Military Simulations Using Game Technology. Int. J. Intell. Games Simul. 4 (1) (2006)
R. Bowen Loftin, Mark W. Scerbo, Frederic D. McKenzie, Jean M. Catanzaro
Training in Peacekeeping Operations Using Virtual Environments. IEEE Computer Graphics and Applications 24 (4) (2004)
Rania Hussein, Frederic D. McKenzie, Ravindra Joshi
Automating prostate capsule contour estimation for 3D model reconstruction using shape and histological features. Medical Imaging: Image-Guided Procedures (2004)
Frederic D. McKenzie, Mikel D. Petty, Qingwen Xu
Usefulness of Software Architecture Description Languages for Modeling and Analysis of Federates and Federation Architectures. Simul. 80 (11) (2004)
Frederic D. McKenzie, Hector M. Garcia, Reynel J. Castelino, Thomas W. Hubbard, John A. Ullian, Gayle A. Gliva
Augmented Standardized Patients Now Virtually a Reality. ISMAR (2004)
Mikel D. Petty, Frederic D. McKenzie, Qingwen Xu
Using a Software Architecture Description Language to Model the Architecture and Run-Time Performance of a Federate. DS-RT (2002)
Avelino J. Gonzalez, Robert A. Morris, Frederic D. McKenzie, Daniel J. Carreira, Brian K. Gann
Model-based, real-time control of electrical power systems. IEEE Trans. Syst. Man Cybern. Part A 26 (4) (1996)
Avelino J. Gonzalez, Harley R. Myler, Frederic D. McKenzie, Massood Towhidnejad, Robin R. Kladke
Validation of an Automated System Model Generator. IEEE Trans. Knowl. Data Eng. 6 (4) (1994)