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Creative Data Solutions (CDS) is a Vanderbilt Shared Resource and has extensive experience in providing effective and robust solutions to challenges pertaining to research data using modern informatics and bioinformatics approaches.
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Matthew McKenna, BSE
Official Affiliation: Vanderbilt University Institute of Imaging Science (VUIIS)Profile
I am interested in mathematical modeling approaches to improve cancer therapy. Currently, I am developing image-based tumor models that leverage MRI and fluorescence microscopy data to predict therapeutic response. I am in my fourth year of the Medical Scientist Training Program in the Department of Biomedical Engineering. Long-term, I aspire to serve cancer patients as an oncologist-engineer, developing and translating methods that integrate cancer biology knowledge into mathematical models to optimize therapy.
Publications
The following timeline graph is generated from all co-authored publications.
Featured publications are shown below:- Strategies for improved interpretation of computer-aided detections for CT colonography utilizing distributed human intelligence. McKenna MT, Wang S, Nguyen TB, Burns JE, Petrick N, Summers RM (2012) Med Image Anal 16(6): 1280-92
› Primary publication · 22705287 (PubMed) · PMC3443285 (PubMed Central) - Seeing is believing: video classification for computed tomographic colonography using multiple-instance learning. Wang S, McKenna MT, Nguyen TB, Burns JE, Petrick N, Sahiner B, Summers RM (2012) IEEE Trans Med Imaging 31(5): 1141-53
› Primary publication · 22552333 (PubMed) · PMC3480731 (PubMed Central) - Distributed human intelligence for colonic polyp classification in computer-aided detection for CT colonography. Nguyen TB, Wang S, Anugu V, Rose N, McKenna M, Petrick N, Burns JE, Summers RM (2012) Radiology 262(3): 824-33
› Primary publication · 22274839 (PubMed) · PMC3285221 (PubMed Central)
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Keywords & MeSH Terms
MeSH terms are retrieved from PubMed records. Learn more.
Key: MeSH Term Keyword
Aged Algorithms Area Under Curve Artificial Intelligence Colonic Polyps Colonography, Computed Tomographic Colorectal Neoplasms Female Humans Imaging, Three-Dimensional Internet Intestinal Polyps Male Middle Aged Pattern Recognition, Automated Radiographic Image Enhancement Radiographic Image Interpretation, Computer-Assisted Reproducibility of Results Retrospective Studies ROC Curve Sensitivity and Specificity Software Statistics, Nonparametric Videotape Recording
