Biomedical Informatics (BMI)

Research Output 1992 2019

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2017
2 Citations (Scopus)

Automatic Interpretation of Carotid Intima-Media Thickness Videos Using Convolutional Neural Networks

Tajbakhsh, N., Shin, J. Y., Hurst, R. T., Kendall, C. B. & Liang, J., Jan 30 2017, Deep Learning for Medical Image Analysis. Elsevier Inc., p. 105-131 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Thickness measurement
Ultrasonography
Neural networks
Analysis of variance (ANOVA)

Clinical Decision Support and Knowledge Management

Greenes, R., Jul 11 2017, Key Advances in Clinical Informatics: Transforming Health Care through Health Information Technology. Elsevier Inc., p. 161-182 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Clinical Decision Support Systems
Knowledge Management
Delivery of Health Care
Medical Informatics
Decision Support Techniques
1 Citation (Scopus)

Development and Evaluation of a Statewide HIV-HCV-STD Online Clinical Education Program for Primary Care Providers

Wang, D., Jan 1 2017, Health Professionals' Education in the Age of Clinical Information Systems, Mobile Computing and Social Networks. Elsevier Inc., p. 371-397 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Sexually Transmitted Diseases
Primary Health Care
HIV
Education
Multimedia

Interplay of self-heating and short-range coulomb interactions due to traps in a 10 nm channel length nanowire transistor

Hossain, A., Vasileska, D., Raleva, K. & Goodnick, S., Jan 1 2017, Nanoelectronic Device Applications Handbook. CRC Press, p. 711-716 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Telegraph
Coulomb interactions
Nanowires
Transistors
Heating

Monte carlo device simulations

Raleva, K., Shaik, A. R., Hathwar, R., Laturia, A., Qazi, S. S., Daugherty, R., Vasileska, D. & Goodnick, S., Jan 1 2017, Handbook of Optoelectronic Device Modeling and Simulation: Lasers, Modulators, Photodetectors, Solar Cells, and Numerical Methods. CRC Press, Vol. 2. p. 773-806 34 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Silicon
MOS devices
industries
semiconductor devices
Electronics industry
4 Citations (Scopus)

On the necessity of fine-tuned convolutional neural networks for medical imaging

Tajbakhsh, N., Shin, J. Y., Gurudu, S. R., Todd Hurst, R., Kendall, C. B., Gotway, M. B. & Liang, J., 2017, Advances in Computer Vision and Pattern Recognition. 9783319429984 ed. Springer London, p. 181-193 13 p. (Advances in Computer Vision and Pattern Recognition; no. 9783319429984).

Research output: Chapter in Book/Report/Conference proceedingChapter

Medical imaging
Tuning
Neural networks
2016

EEG-based user performance prediction using random forest in a dynamic learning environment

Lujan-Moreno, G. A., Atkinson, R. & Runger, G., Jan 1 2016, Intelligent Tutoring Systems: Structure, Applications and Challenges. Nova Science Publishers, Inc., p. 105-128 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Electroencephalography
Power spectral density
Feature extraction
Bandwidth
Sensors
2015

Electronic media for engaging patients in the research consent decision process

Schneider, Y., Grando, M., Obeid, J. S. & Bajwa, W., Jan 1 2015, Information Technology for Patient Empowerment in Healthcare. Walter de Gruyter GmbH, p. 179-197 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

electronic media
voluntariness
regulatory authority
respect
comprehension
2 Citations (Scopus)

Health information systems 2025

Greenes, R., Sep 21 2015, Healthcare Information Management Systems: Cases, Strategies, and Solutions: Fourth Edition. Springer International Publishing, p. 579-600 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Health Information Systems
Health
Technology
Delivery of Health Care
Ecosystem

How to move toward value-based healthcare?

Cortese, D. & Smoldt, R. K., Jan 1 2015, Perspectives on Complex Global Challenges: Education, Energy, Healthcare, and Security Resilience. Wiley Blackwell, p. 105-107 3 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Health care
Costs
2014
2 Citations (Scopus)

A Brief History of Clinical Decision Support. Technical, Social, Cultural, Economic, and Governmental Perspectives.

Greenes, R., May 2014, Clinical Decision Support: The Road to Broad Adoption: Second Edition. Elsevier Inc., p. 49-109 61 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Clinical Decision Support Systems
Health care
History
Economics
Delivery of Health Care
8 Citations (Scopus)

Automatic polyp detection using global geometric constraints and local intensity variation patterns

Tajbakhsh, N., Gurudu, S. R. & Liang, J., 2014, Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. Vol. 17. p. 179-187 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Polyps
Politics
Colonoscopy
Databases
139 Citations (Scopus)

Clinical decision-support systems

Musen, M. A., Middleton, B. & Greenes, R., Jan 1 2014, Biomedical Informatics: Computer Applications in Health Care and Biomedicine: Fourth Edition. Springer London, p. 643-674 32 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

Cognitive science and biomedical informatics

Patel, V. & Kaufman, D., Jan 1 2014, Biomedical Informatics: Computer Applications in Health Care and Biomedicine: Fourth Edition. Springer London, p. 109-148 40 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Cognitive Science
Informatics

Current State of CDS Utilization

Greenes, R., May 2014, Clinical Decision Support: The Road to Broad Adoption: Second Edition. Elsevier Inc., p. 269-282 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

American Recovery and Reinvestment Act
Momentum
Innovation
Health
5 Citations (Scopus)

Definition, Scope, and Challenges

Greenes, R., May 2014, Clinical Decision Support: The Road to Broad Adoption: Second Edition. Elsevier Inc., p. 3-47 45 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Clinical Decision Support Systems
2 Citations (Scopus)

Features of Computer-Based Clinical Decision Support

Greenes, R., May 2014, Clinical Decision Support: The Road to Broad Adoption: Second Edition. Elsevier Inc., p. 111-144 34 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Clinical Decision Support Systems
Delivery of Health Care
Health care
Industry
2 Citations (Scopus)

Formal Representations and Semantic Web Technologies

Rector, A. & Sottara, D., Jan 1 2014, Clinical Decision Support: The Road to Broad Adoption: Second Edition. Elsevier Inc., p. 551-598 48 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Formal methods
Knowledge representation
Semantic Web
Health care
Semantics
2 Citations (Scopus)

Human-Intensive Techniques

Patel, V. & Shortliffe, E. H., Jan 1 2014, Clinical Decision Support: The Road to Broad Adoption: Second Edition. Elsevier Inc., p. 285-308 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Decision support systems

Imaging systems in radiology

Erickson, B. & Greenes, R., Jan 1 2014, Biomedical Informatics: Computer Applications in Health Care and Biomedicine: Fourth Edition. Springer London, p. 593-611 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Integration of Knowledge Resources into Applications to Enable CDS. Architectural Considerations.

Kawamoto, K., Fry, E. & Greenes, R., May 2014, Clinical Decision Support: The Road to Broad Adoption: Second Edition. Elsevier Inc., p. 819-849 31 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Information systems
Health care
Information Systems
Service oriented architecture (SOA)
Application programs
1 Citation (Scopus)

Looking Ahead. The Road to Broad Adoption.

Greenes, R., May 2014, Clinical Decision Support: The Road to Broad Adoption: Second Edition. Elsevier Inc., p. 851-864 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

The Role of Standards. What We Can Expect and When.

Kawamoto, K. & Greenes, R., May 2014, Clinical Decision Support: The Road to Broad Adoption: Second Edition. Elsevier Inc., p. 599-615 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Clinical Decision Support Systems
2012

Realizing terawatt-scale solar electricity: Nanotechnology-enabled physical mechanisms and material properties

Honsberg, C. & Goodnick, S., 2012, IEEE Nanotechnology Magazine. 2 ed. Vol. 6. p. 6-14 9 p. 6198867

Research output: Chapter in Book/Report/Conference proceedingChapter

Nanotechnology
Materials properties
Electricity
Geographical distribution
Global warming
2011
2 Citations (Scopus)

Economic Burden

Butler, R. J., Johnson, W. & Gubler, T., 2011, Work and Cancer Survivors. Springer New York, p. 25-71 47 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Economics
Survivors
Neoplasms
Quality of Life
Therapeutics

Learning markov blankets for continuous or discrete networks via feature selection

Deng, H., Davila, S., Runger, G. & Tuv, E., 2011, Studies in Computational Intelligence. Vol. 373. p. 117-131 15 p. (Studies in Computational Intelligence; vol. 373).

Research output: Chapter in Book/Report/Conference proceedingChapter

Feature extraction
Linear networks
Bayesian networks
Model structures
Redundancy
2009

A two-level approach towards semantic colon segmentation: removing extra-colonic findings.

Lu, L., Wolf, M., Liang, J., Dundar, M., Bi, J. & Salganicoff, M., 2009, Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. Pt 2 ed. Vol. 12. p. 1009-1016 8 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Semantics
Colon
Computed Tomographic Colonography
Colonic Polyps
Diagnostic Imaging
2006
32 Citations (Scopus)

A critical review of studies of discrimination against workers with disabilities

Baldwin, M. & Johnson, W., 2006, Handbook on the Economics of Discrimination. Edward Elgar Publishing Ltd., p. 119-160 42 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Workers
Discrimination