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Research Output 1999 2020

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2020

A feature transfer enabled multi-task deep learning model on medical imaging

Gao, F., Yoon, H., Wu, T. & Chu, X., Apr 1 2020, In : Expert Systems With Applications. 143, 112957.

Research output: Contribution to journalArticle

Medical imaging
Deep learning
Cost functions
Image analysis
Costs
2019
Mammography
Learning systems
cancer
Breast Neoplasms
diagnostic

An effective and robust decomposition-ensemble energy price forecasting paradigm with local linear prediction

Qin, Q., Xie, K., He, H., Li, L., Chu, X., Wei, Y. M. & Wu, T., Sep 1 2019, In : Energy Economics. 83, p. 402-414 13 p.

Research output: Contribution to journalArticle

Decomposition
Time series
Natural Gas
Electricity
Petroleum
4 Citations (Scopus)

Deep Residual Inception Encoder-Decoder Network for Medical Imaging Synthesis

Gao, F., Wu, T., Chu, X., Yoon, H., Xu, Y. & Patel, B., Jan 1 2019, In : IEEE Journal of Biomedical and Health Informatics.

Research output: Contribution to journalArticle

Medical imaging
Diagnostic Imaging
Neuroimaging
Neural networks
Precision Medicine

ENTRNA: A framework to predict RNA foldability

Su, C., Weir, J. D., Zhang, F., Yan, H. & Wu, T., Jul 3 2019, In : BMC bioinformatics. 20, 1, 373.

Research output: Contribution to journalArticle

Open Access
RNA
Predict
Folding
Structure Prediction
Data-driven

Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI

Gaw, N., Hawkins-Daarud, A., Hu, L. S., Yoon, H., Wang, L., Xu, Y., Jackson, P. R., Singleton, K. W., Baxter, L. C., Eschbacher, J., Gonzales, A., Nespodzany, A., Smith, K., Nakaji, P., Mitchell, J. R., Wu, T., Swanson, K. R. & Li, J., Dec 1 2019, In : Scientific reports. 9, 1, 10063.

Research output: Contribution to journalArticle

Open Access
Glioblastoma
Cell Count
Magnetic Resonance Imaging
Neoplasms
Machine Learning
2018
2 Citations (Scopus)

A cross-study analysis for reproducible sub-classification of traumatic brain injury

Si, B., Dumkrieger, G., Wu, T., Zafonte, R., Dodick, D. W., Schwedt, T. J. & Li, J., Aug 13 2018, In : Frontiers in Neurology. 9, AUG, 606.

Research output: Contribution to journalArticle

Trail Making Test
Glasgow Outcome Scale
Cytidine Diphosphate Choline
Closed Head Injuries
Traumatic Brain Injury
12 Citations (Scopus)

Classification of Breast Masses Using a Computer-Aided Diagnosis Scheme of Contrast Enhanced Digital Mammograms

Danala, G., Patel, B., Aghaei, F., Heidari, M., Li, J., Wu, T. & Zheng, B., May 10 2018, (Accepted/In press) In : Annals of Biomedical Engineering. p. 1-13 13 p.

Research output: Contribution to journalArticle

Computer aided diagnosis
Mammography
Multilayer neural networks
Learning systems
Classifiers
4 Citations (Scopus)

Computed Tomography-Based Texture Analysis to Determine Human Papillomavirus Status of Oropharyngeal Squamous Cell Carcinoma

Ranjbar, S., Ning, S., Zwart, C. M., Wood, C. P., Weindling, S. M., Wu, T., Ross Mitchell, J., Li, J. & Hoxworth, J. M., Mar 1 2018, In : Journal of Computer Assisted Tomography. 42, 2, p. 299-305 7 p.

Research output: Contribution to journalArticle

Squamous Cell Carcinoma
Tomography
Papillomavirus Infections
Neck
Machine Learning
11 Citations (Scopus)

Computer-aided diagnosis of contrast-enhanced spectral mammography: A feasibility study

Patel, B. K., Ranjbar, S., Wu, T., Pockaj, B. A., Li, J., Zhang, N., Lobbes, M., Zhang, B. & Mitchell, J. R., Jan 1 2018, In : European Journal of Radiology. 98, p. 207-213 7 p.

Research output: Contribution to journalArticle

Feasibility Studies
Mammography
Breast
Research Ethics Committees
Radiologists

Integration of biological and statistical models toward personalized radiation therapy of cancer

Liu, X., Fatyga, M., Wu, T. & Li, J., Jan 1 2018, (Accepted/In press) In : IISE Transactions.

Research output: Contribution to journalArticle

Radiotherapy
Tissue
Radiation
Statistical Models
Parameter estimation
3 Citations (Scopus)

Learning–interaction–diversification framework for swarm intelligence optimizers: a unified perspective

Chu, X., Wu, T., Weir, J. D., Shi, Y., Niu, B. & Li, L., Jan 1 2018, (Accepted/In press) In : Neural Computing and Applications.

Research output: Contribution to journalArticle

Psychology computing
Swarm intelligence
Experiments
8 Citations (Scopus)

SD-CNN: A shallow-deep CNN for improved breast cancer diagnosis

Gao, F., Wu, T., Li, J., Zheng, B., Ruan, L., Shang, D. & Patel, B., Dec 1 2018, In : Computerized Medical Imaging and Graphics. 70, p. 53-62 10 p.

Research output: Contribution to journalArticle

Mammography
Breast Neoplasms
Neural networks
Area Under Curve
Imaging techniques
5 Citations (Scopus)

Sub-classifying patients with mild traumatic brain injury: A clustering approach based on baseline clinical characteristics and 90-day and 180-day outcomes

Si, B., Dumkrieger, G., Wu, T., Zafonte, R., Valadka, A. B., Okonkwo, D. O., Manley, G. T., Wang, L., Dodick, D. W., Schwedt, T. J. & Li, J., Jul 1 2018, In : PLoS One. 13, 7, e0198741.

Research output: Contribution to journalArticle

Brain Concussion
Cluster Analysis
Brain
brain
Blood pressure
2017
1 Citation (Scopus)

A clinical decision support system using multi-modality imaging data for disease diagnosis

Gaw, N., Schwedt, T. J., Chong, C. D., Wu, T. & Li, J., Nov 30 2017, (Accepted/In press) In : IISE Transactions on Healthcare Systems Engineering. p. 1-11 11 p.

Research output: Contribution to journalArticle

Clinical Decision Support Systems
multimodality
Diagnostic Imaging
Decision support systems
Disease

A sparse partitioned-regression model for nonlinear system-environment interactions

Ning, S., Byon, E., Wu, T. & Li, J., 2017, In : IISE Transactions. 49, 8, p. 814-826 13 p.

Research output: Contribution to journalArticle

Nonlinear systems
Energy utilization
Experiments
2 Citations (Scopus)

Coevolutionary Structure-Redesigned-Based Bacterial Foraging Optimization

Niu, B., Liu, J., Wu, T., Chu, X. H., Wang, Z. X. & Liu, Y. M., Aug 26 2017, (Accepted/In press) In : IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Research output: Contribution to journalArticle

Foraging
Bacteria
Optimization
Elimination
Benchmarking

Integration of multiple health information systems for quality improvement of radiologic care

Wang, K., Zwart, C., Wellnitz, C., Wu, T. & Li, J., Jul 3 2017, In : IISE Transactions on Healthcare Systems Engineering. 7, 3, p. 169-180 12 p.

Research output: Contribution to journalArticle

Health Information Systems
Radiology
Quality Improvement
health information
information system
18 Citations (Scopus)

Migraine classification using magnetic resonance imaging resting-state functional connectivity data

Chong, C. D., Gaw, N., Fu, Y., Li, J., Wu, T. & Schwedt, T. J., Aug 1 2017, In : Cephalalgia. 37, 9, p. 828-844 17 p.

Research output: Contribution to journalArticle

Migraine Disorders
Magnetic Resonance Imaging
Brain
Neuroimaging
Magnetic Resonance Spectroscopy
3 Citations (Scopus)

Migraine Subclassification via a Data-Driven Automated Approach Using Multimodality Factor Mixture Modeling of Brain Structure Measurements

Schwedt, T. J., Si, B., Li, J., Wu, T. & Chong, C. D., 2017, (Accepted/In press) In : Headache.

Research output: Contribution to journalArticle

Migraine Disorders
Brain
Hyperalgesia
Magnetic Resonance Imaging
Headache
9 Citations (Scopus)

Mri-based texture analysis to differentiate sinonasal squamous cell carcinoma from inverted papilloma

Ramkumar, S., Ranjbar, S., Ning, S., Lal, D., Zwart, C. M., Wood, C. P., Weindling, S. M., Wu, T., Mitchell, J. R., Li, J. & Hoxworth, J. M., May 1 2017, In : American Journal of Neuroradiology. 38, 5, p. 1019-1025 7 p.

Research output: Contribution to journalArticle

Inverted Papilloma
Squamous Cell Carcinoma
Neoplasms
Papilloma
Tumor Burden
47 Citations (Scopus)

Radiogenomics to characterize regional genetic heterogeneity in glioblastoma

Hu, L. S., Ning, S., Eschbacher, J. M., Baxter, L. C., Gaw, N., Ranjbar, S., Plasencia, J., Dueck, A. C., Peng, S., Smith, K. A., Nakaji, P., Karis, J. P., Quarles, C. C., Wu, T., Loftus, J. C., Jenkins, R. B., Sicotte, H., Kollmeyer, T. M., O'Neill, B. P., Elmquist, W. & 7 others, Hoxworth, J. M., Frakes, D., Sarkaria, J., Swanson, K. R., Tran, N. L., Li, J. & Mitchell, J. R., 2017, In : Neuro-Oncology. 19, 1, p. 128-137 10 p.

Research output: Contribution to journalArticle

Genetic Heterogeneity
Glioblastoma
erbB-1 Genes
Neoplasms
Biopsy
2 Citations (Scopus)

Rapid kV-switching single-source dual-energy CT ex vivo renal calculi characterization using a multiparametric approach: refining parameters on an expanded dataset

Kriegshauser, J. S., Paden, R. G., He, M., Humphreys, M. R., Zell, S. I., Fu, Y., Wu, T., Sugi, M. D. & Silva, A. C., Sep 26 2017, (Accepted/In press) In : Abdominal Radiology. p. 1-7 7 p.

Research output: Contribution to journalArticle

Kidney Calculi
Tomography
Kidney
Decision Trees
Calcium Oxalate
2016
4 Citations (Scopus)

Adaptive Energy Optimization Toward Net-Zero Energy Building Clusters

Odonkor, P., Lewis, K., Wen, J. & Wu, T., Jun 1 2016, In : Journal of Mechanical Design, Transactions Of the ASME. 138, 6, 061405.

Research output: Contribution to journalArticle

Energy resources
Simulators
Costs
16 Citations (Scopus)

A recommendation system for meta-modeling: A meta-learning based approach

Cui, C., Hu, M., Weir, J. D. & Wu, T., Mar 15 2016, In : Expert Systems with Applications. 46, p. 33-44 12 p.

Research output: Contribution to journalArticle

Recommender systems
Singular value decomposition
15 Citations (Scopus)

Efficient Small Blob Detection Based on Local Convexity, Intensity and Shape Information

Zhang, M., Wu, T., Beeman, S. C., Cullen-McEwen, L., Bertram, J. F., Charlton, J. R., Baldelomar, E. & Bennett, K. M., Apr 1 2016, In : IEEE Transactions on Medical Imaging. 35, 4, p. 1127-1137 11 p., 7359134.

Research output: Contribution to journalArticle

Kidney Glomerulus
Magnetic resonance imaging
Kidney
Unsupervised learning
Nephrons

Intervention strategies for the department of defense acquisition process

Worger, D., Jalao, E. R., Wirthlin, J. R., Colombi, J. & Wu, T., 2016, In : Journal of Defense Modeling and Simulation. 13, 2, p. 139-151 13 p.

Research output: Contribution to journalArticle

Discrete event simulation
Contractors
Process Mean
Process Variation
Completion Time
2 Citations (Scopus)

Prism-based single-camera system for stereo display

Zhao, Y., Cui, X., Wang, Z., Chen, H., Fan, H. & Wu, T., Jun 1 2016, In : Optical Engineering. 55, 6, 063106.

Research output: Contribution to journalArticle

Prisms
prisms
Cameras
Display devices
cameras
33 Citations (Scopus)

Short-term building energy model recommendation system: A meta-learning approach

Cui, C., Wu, T., Hu, M., Weir, J. D. & Li, X., Jun 15 2016, In : Applied Energy. 172, p. 251-263 13 p.

Research output: Contribution to journalArticle

Recommender systems
learning
energy
Energy utilization
recommendation
2015
33 Citations (Scopus)

Accurate classification of chronic migraine via brain magnetic resonance imaging

Schwedt, T. J., Chong, C. D., Wu, T., Gaw, N., Fu, Y. & Li, J., Jun 1 2015, In : Headache. 55, 6, p. 762-777 16 p.

Research output: Contribution to journalArticle

Migraine Disorders
Magnetic Resonance Imaging
Brain
Headache
Prefrontal Cortex
3 Citations (Scopus)

Ex Vivo Renal Stone Characterization with Single-Source Dual-Energy Computed Tomography: A Multiparametric Approach

Kriegshauser, J. S., Silva, A. C., Paden, R. G., He, M., Humphreys, M. R., Zell, S. I., Fu, Y. & Wu, T., Aug 7 2015, (Accepted/In press) In : Academic Radiology.

Research output: Contribution to journalArticle

Tomography
Kidney
Calcium Oxalate
Kidney Calculi
Cystine
22 Citations (Scopus)

Magnetic resonance elastography: evaluation of new inversion algorithm and quantitative analysis method

Silva, A. M., Grimm, R. C., Glaser, K. J., Fu, Y., Wu, T., Ehman, R. L. & Silva, A. C., Apr 1 2015, In : Abdominal Imaging. 40, 4, p. 810-817 8 p.

Research output: Contribution to journalArticle

Elasticity Imaging Techniques
Masks
Liver
Liver Diseases
Chronic Disease
32 Citations (Scopus)

MRI texture analysis predicts p53 status in head and neck squamous cell carcinoma

Dang, M., Lysack, J. T., Wu, T., Matthews, T. W., Chandarana, S. P., Brockton, N. T., Bose, P., Bansal, G., Cheng, H., Mitchell, J. R. & Dort, J. C., Jan 1 2015, In : American Journal of Neuroradiology. 36, 1, p. 166-170 5 p.

Research output: Contribution to journalArticle

Squamous Cell Carcinoma
Tumor Biomarkers
Neoplasms
Statistical Models
Head and Neck Neoplasms
41 Citations (Scopus)

Multi-parametric MRI and texture analysis to visualize spatial histologic heterogeneity and tumor extent in glioblastoma

Hu, L. S., Ning, S., Eschbacher, J. M., Gaw, N., Dueck, A. C., Smith, K. A., Nakaji, P., Plasencia, J., Ranjbar, S., Price, S. J., Tran, N., Loftus, J., Jenkins, R., O'Neill, B. P., Elmquist, W., Baxter, L. C., Gao, F., Frakes, D., Karis, J. P., Zwart, C. & 5 others, Swanson, K. R., Sarkaria, J., Wu, T., Mitchell, J. R. & Li, J., Nov 1 2015, In : PLoS One. 10, 11, e0141506.

Research output: Contribution to journalArticle

Glioblastoma
Magnetic resonance imaging
Tumors
Textures
texture
10 Citations (Scopus)

Perspective projection model for prism-based stereovision

Cui, X., Zhao, Y., Lim, K. & Wu, T., Oct 19 2015, In : Optics Express. 23, 21, p. 27542-27557 16 p.

Research output: Contribution to journalArticle

prisms
projection
lenses
geometry
22 Citations (Scopus)

Phenotyping by magnetic resonance imaging nondestructively measures glomerular number and volume distribution in mice with and without nephron reduction

Baldelomar, E. J., Charlton, J. R., Beeman, S. C., Hann, B. D., Cullen-McEwen, L., Pearl, V. M., Bertram, J. F., Wu, T., Zhang, M. & Bennett, K. M., Nov 4 2015, (Accepted/In press) In : Kidney International.

Research output: Contribution to journalArticle

Nephrons
Magnetic Resonance Imaging
Kidney
Chronic Renal Insufficiency
Population
25 Citations (Scopus)

Small Blob Identification in Medical Images Using Regional Features From Optimum Scale

Zhang, M., Wu, T. & Bennett, K. M., Apr 1 2015, In : IEEE Transactions on Biomedical Engineering. 62, 4, p. 1051-1062 12 p., 6910292.

Research output: Contribution to journalArticle

Detectors
Imaging techniques
Medical imaging
Clustering algorithms
2014
16 Citations (Scopus)

AHPS2: An optimizer using adaptive heterogeneous particle swarms

Chu, X., Hu, M., Wu, T., Weir, J. D. & Lu, Q., Oct 1 2014, In : Information Sciences. 280, p. 26-52 27 p.

Research output: Contribution to journalArticle

Particle Swarm
Swarm
Particle swarm optimization (PSO)
Particle Swarm Optimization
Learning Strategies
28 Citations (Scopus)

An augmented multi-objective particle swarm optimizer for building cluster operation decisions

Hu, M., Weir, J. D. & Wu, T., 2014, In : Applied Soft Computing Journal. 25, p. 347-359 13 p.

Research output: Contribution to journalArticle

Particle swarm optimization (PSO)
Intelligent buildings
Evolutionary algorithms
Energy efficiency
Costs
12 Citations (Scopus)

An intelligent decomposition of pairwise comparison matrices for large-scale decisions

Jalao, E. R., Wu, T. & Shunk, D., Oct 1 2014, In : European Journal of Operational Research. 238, 1, p. 270-280 11 p.

Research output: Contribution to journalArticle

Pairwise Comparisons
Analytic hierarchy process
Decomposition
Decompose
Pulse code modulation
40 Citations (Scopus)

A stochastic AHP decision making methodology for imprecise preferences

Jalao, E. R., Wu, T. & Shunk, D., Jun 20 2014, In : Information Sciences. 270, p. 192-203 12 p.

Research output: Contribution to journalArticle

Pairwise Comparisons
Analytic hierarchy process
Analytic Hierarchy Process
Probability distributions
Stochastic Processes
2 Citations (Scopus)

Automated Detection of Z-Axis Coverage with Abdomen-Pelvis Computed Tomography Examinations

Zhang, M., Wellnitz, C., Cui, C., Pavlicek, W. & Wu, T., Nov 21 2014, In : Journal of Digital Imaging. 28, 3, p. 362-367 6 p.

Research output: Contribution to journalArticle

Pelvis
Abdomen
Tomography
Feedforward neural networks
Cone-Beam Computed Tomography
7 Citations (Scopus)

Design of a decentralized framework for collaborative product design using memetic algorithms

Li, F., Wu, T. & Hu, M., Sep 30 2014, In : Optimization and Engineering. 15, 3, p. 657-676 20 p.

Research output: Contribution to journalArticle

Collaborative Design
Memetic Algorithm
Product Design
Product design
Decentralized
51 Citations (Scopus)

MRI-based glomerular morphology and pathology in whole human kidneys

Beeman, S. C., Cullen-McEwen, L. A., Puelles, V. G., Zhang, M., Wu, T., Baldelomar, E. J., Dowling, J., Charlton, J. R., Forbes, M. S., Ng, A., Wu, Q. Z., Armitage, J. A., Egan, G. F., Bertram, J. F. & Bennett, K. M., Jun 1 2014, In : American Journal of Physiology - Renal Physiology. 306, 11

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Pathology
Kidney
Cardiovascular Diseases
Nephrons
4 Citations (Scopus)

Pilot Study: Evaluation of Dual-Energy Computed Tomography Measurement Strategies for Positron Emission Tomography Correlation in Pancreatic Adenocarcinoma

Oldan, J., He, M., Wu, T., Silva, A. C., Li, J., Mitchell, J. R., Pavlicek, W. M., Roarke, M. C. & Hara, A. K., Nov 6 2014, In : Journal of Digital Imaging. 27, 6, p. 824-832 9 p.

Research output: Contribution to journalArticle

Positron emission tomography
Positron-Emission Tomography
Tomography
Adenocarcinoma
Multivariate Analysis
20 Citations (Scopus)

Prediction of near-term risk of developing breast cancer using computerized features from bilateral mammograms

Sun, W., Zheng, B., Lure, F., Wu, T., Zhang, J., Wang, B. Y., Saltzstein, E. C. & Qian, W., 2014, In : Computerized Medical Imaging and Graphics. 38, 5, p. 348-357 10 p.

Research output: Contribution to journalArticle

Screening
Breast
Breast Neoplasms
Mammography
Risk analysis
2013
133 Citations (Scopus)

An adaptive particle swarm optimization with multiple adaptive methods

Hu, M., Wu, T. & Weir, J. D., 2013, In : IEEE Transactions on Evolutionary Computation. 17, 5, p. 705-720 16 p., 6376160.

Research output: Contribution to journalArticle

Adaptive Method
Particle swarm optimization (PSO)
Particle Swarm Optimization
Control Parameter
Particle Swarm Optimization Algorithm
36 Citations (Scopus)

A single-loop deterministic method for reliability-based design optimization

Li, F., Wu, T., Badiru, A., Hu, M. & Soni, S., Apr 1 2013, In : Engineering Optimization. 45, 4, p. 435-458 24 p.

Research output: Contribution to journalArticle

Optimization Problem
Probabilistic Constraints
Design optimization
Stochastic Optimization
Engineering Design
33 Citations (Scopus)

A sparse structure learning algorithm for Gaussian Bayesian network identification from high-dimensional data

Huang, S., Li, J., Ye, J., Fleisher, A., Chen, K., Wu, T. & Reiman, E., 2013, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 35, 6, p. 1328-1342 15 p.

Research output: Contribution to journalArticle

Structure Learning
Bayesian networks
High-dimensional Data
Bayesian Networks
Learning algorithms
Monitoring
Network dynamics
Supply network
Kalman filtering
Control charts