Bloomberg School of Public Health

Research Output 1965 2018

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Conference contribution
2018

Exploring the epidemiological impact of universal access to rapid tuberculosis diagnosis using agent-based simulation

Kasaie, P., Sohn, H., Kendall, E., Gomez, G. B., Vassall, A., Pai, M. & Dowdy, D. W. Jan 4 2018 2017 Winter Simulation Conference, WSC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. Part F134102, p. 1097-1108 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tuberculosis
Agent-based Simulation
Drugs
Incidence
Decentralized

Projecting the impact of pre-exposure prophylaxis for HIV prevention in the context of gonorrhea and chlamydia infection

Kasaie, P., Buyon, L. & Dowdy, D. W. Jan 4 2018 2017 Winter Simulation Conference, WSC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. Part F134102, p. 4590-4591 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Infection
Marginal Structural Models
Screening
HIV Infection
Agent-based Simulation
2017

Automatic detection of pneumonia analyzing ultrasound digital images

Barrientos, R., Roman-Gonzalez, A., Barrientos, F., Solis, L., Correa, M., Pajuelo, M., Anticona, C., Lavarello, R., Castaneda, B., Oberhelman, R., Checkley, W., Gilman, R. H. & Zimic, M. Jun 7 2017 2016 IEEE 36th Central American and Panama Convention, CONCAPAN 2016. Institute of Electrical and Electronics Engineers Inc., 7942375

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ultrasound Image
Digital Image
Pneumonia
Lung
Ultrasonics

Decision-tree model for support of health policy choices based on Pneumococcal Conjugate Vaccine (PCV) program outcomes

Cohen, A., Kulikowski, C. A., Elbert, T., Clark, S., Constenla, D. & Sinha, A. Jan 1 2017 MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, p. 40-44 5 p. (Studies in Health Technology and Informatics; vol. 245)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Conjugate Vaccines
Pneumococcal Vaccines
Decision Trees
Vaccines
Decision trees

Diagnosis of autism using an eye tracking system

Vargas-Cuentas, N. I., Hidalgo, D., Roman-Gonzalez, A., Power, M., Gilman, R. H. & Zimic, M. Feb 15 2017 GHTC 2016 - IEEE Global Humanitarian Technology Conference: Technology for the Benefit of Humanity, Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 624-627 4 p. 7857343

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Autistic Disorder
autism
Costs
Language Development
disability

Filtering of the skin portion on lung ultrasound digital images to facilitate automatic diagnostics of pneumonia

Barrientos, F., Roman-Gonzalez, A., Barrientos, R., Solis, L., Alva, A., Correa, M., Pajuelo, M., Anticona, C., Lavarello, R., Castaneda, B., Oberhelman, R., Gilman, R. H. & Zimic, M. Jun 7 2017 2016 IEEE 36th Central American and Panama Convention, CONCAPAN 2016. Institute of Electrical and Electronics Engineers Inc., 7942376

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ultrasound Image
Lung
Digital Image
Skin
Pneumonia
2016

Arsenic and cardiovascular disease: 100 years advancing epidemiologic research

Navas-Acien, A. 2016 Arsenic Research and Global Sustainability - Proceedings of the 6th International Congress on Arsenic in the Environment, AS 2016. CRC Press/Balkema, p. 15-17 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

cardiovascular disease
Arsenic
arsenic
Potable water
Drinking Water

AS3MT, locus 10q24 and arsenic metabolism biomarkers in American Indians: The strong heart family study

Balakrishnan, P., Vaidya, D., Franceschini, N., Voruganti, V. S., Gribble, M., Haack, K., Laston, S., Umans, J., Francesconi, K., Goessler, W., North, K., Lee, E., Yracheta, J., Best, L., Maccluer, J., Kent, J., Cole, S. & Navas-Acien, A. 2016 Arsenic Research and Global Sustainability - Proceedings of the 6th International Congress on Arsenic in the Environment, AS 2016. CRC Press/Balkema, p. 443-445 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Arsenic
Biomarkers
Metabolism
biomarker
arsenic

Automatic pneumonia detection based on ultrasound video analysis

Cisneros-Velarde, P., Correa, M., Mayta, H., Anticona, C., Pajuelo, M., Oberhelman, R., Checkley, W., Gilman, R. H., Figueroa, D., Zimic, M., Lavarello, R. & Castaneda, B. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 4117-4120 4 p. 7591632

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pneumonia
Ultrasonics
Ultrasonography
Developing countries
Child Mortality

Finding significant stress episodes in a discontinuous time series of rapidly varying mobile sensor data

Sarker, H., Tyburskir, M., Rahman, M. D. M., Hovsepian, K., Sharmin, M., Epsteinr, D. H., Prestonr, K. L., Furr-Holden, C. D., Milam, A., Nahum-Shani, I., Al'Absi, M. & Kumar, S. May 7 2016 CHI 2016 - Proceedings, 34th Annual CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, p. 4489-4501 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Sensors
Mobile devices
Global positioning system

Guidelines for design and analysis in agent-based simulation studies

Kasaie, P. & Kelton, W. D. Feb 16 2016 2015 Winter Simulation Conference, WSC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-February, p. 183-193 11 p. 7408163

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Agent-based Simulation
Simulation Study
Agent-based Model
Simulation Model
Discrete event simulation

In vivo airway imaging with high-speed ultrahighresolution endoscopic OCT

Mavadia-Shukla, J., Liang, W., Mitzner, W., Brown, R. & Li, X. Apr 18 2016 Optical Tomography and Spectroscopy, OTS 2016. OSA - The Optical Society, p. 3 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Catheters
Scanning
Imaging techniques

Projecting the impact of implementing pre-exposure prophylaxis for HIV among men who have sex with men in Baltimore city

Kasaie, P., Pennington, J., Berry, S. A., Shah, M. S., German, D., Flynn, C. P., Beyrer, C. & Dowdy, D. W. Feb 16 2016 Proceedings - Winter Simulation Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-February, p. 3140-3141 2 p. 7408439

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Marginal Structural Models
Coverage
Therapy
Incidence
Likely
2015

An explorative childhood pneumonia analysis based on ultrasonic imaging texture features

Zenteno, O., Diaz, K., Lavarello, R., Zimic, M., Correa, M., Mayta, H., Anticona, C., Pajuelo, M., Oberhelman, R., Checkley, W., Gilman, R. H., Figueroa, D. & Castañeda, B. 2015 Proceedings of SPIE - The International Society for Optical Engineering. SPIE, Vol. 9681, 968112

Research output: Chapter in Book/Report/Conference proceedingConference contribution

pneumonia
Ultrasonic imaging
Texture Feature
chest
textures

Assessing irregular extended sources

Sliney, D. H. 2015 The World's Leading Conference on Laser Safety, ILSC 2015 - International Laser Safety Conference, Conference Program and Proceedings. Laser Institute of America, p. 154-158 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Eye movements
Heat transfer

Assessing the safety of broken holmium laser fibers

Absten, G. T. & Sliney, D. H. 2015 The World's Leading Conference on Laser Safety, ILSC 2015 - International Laser Safety Conference, Conference Program and Proceedings. Laser Institute of America, p. 228-234 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Holmium
Fiber lasers
Eye protection
Lasers
Wear of materials

Energy production and newborn health: Lessons learned in assessment of the effect of mountain top mining

Afari-Dwamena, N. A., Ferdosi, H., Dissen, E., Chen, R., Li, J., Feinleib, M. & Lamm, S. H. 2015 2nd Environmental Considerations in Energy Production Conference. Society for Mining, Metallurgy and Exploration (SME), p. 260-272 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health
Regression analysis
Defects
Tobacco
Coal mines

Estimating the proportion of tuberculosis recent transmission via simulation

Kasaie, P., Dowdy, D. W. & Kelton, W. D. Jan 23 2015 Proceedings - Winter Simulation Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-January, p. 1469-1480 12 p. 7020000

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tuberculosis
Proportion
Cluster analysis
Cluster Analysis
Simulation

Objective evaluation of reconstruction methods for quantitative SPECT imaging in the absence of ground truth

Jha, A. K., Song, N., Caffo, B. & Frey, E. C. 2015 Medical Imaging 2015: Image Perception, Observer Performance, and Technology Assessment. SPIE, Vol. 9416, 94161K

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Single photon emission computed tomography
ground truth
Single-Photon Emission-Computed Tomography
tomography
Imaging techniques

Optimization of energy window and evaluation of scatter compensation methods in MPS using the ideal observer with model mismatch

Ghaly, M., Links, J. M. & Frey, E. 2015 Medical Imaging 2015: Image Perception, Observer Performance, and Technology Assessment. SPIE, Vol. 9416, 94160N

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Single-Photon Emission-Computed Tomography
optimization
evaluation
Perfusion
Image processing

Robust estimation of transition matrices in high dimensional heavy-tailed vector autoregressive processes

Qiu, H., Xu, S., Han, F., Liu, H. & Caffo, B. 2015 32nd International Conference on Machine Learning, ICML 2015. International Machine Learning Society (IMLS), Vol. 3, p. 1843-1851 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Finance
Economics

Robust portfolio optimization

Qiu, H., Han, F., Liu, H. & Caffo, B. 2015 Advances in Neural Information Processing Systems. Neural information processing systems foundation, Vol. 2015-January, p. 46-54 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Statistics

ROC analysis for multiple markers with tree-based classification

Wang, M. C. & Li, S. 2015 Lecture Notes in Statistics. Springer Science and Business Media, LLC, Vol. 215, p. 179-198 20 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ROC Analysis
Biomarkers
Univariate
Classifier
Classification Rules
2014

Arsenic, obesity, and inflammation cytokines in Mexican adolescents

Rubio-Andrade, M., García-Vargas, G. G., Silbergeld, E. K., Zamoiski, R., Resnick, C., Weaver, V., Navas-Acien, A., Guallar, E., Rothenberg, S. J., Steuerwald, A. J. & Parsons, P. 2014 One Century of the Discovery of Arsenicosis in Latin America (1914-2014): As 2014 - Proceedings of the 5th International Congress on Arsenic in the Environment. CRC Press/Balkema, p. 622-624 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Arsenic
Cytokines
Creatinine
Oils and fats
Fats

Rapid transdermal bloodless and reagent-free malaria detection

Lukianova-Hleb, E. Y., Campbell, K. M., Constantinou, P. E., Braam, J., Olson, J. S., Ware, R. E., Sullivan, D. S. & Lapotko, D. 2014 Progress in Biomedical Optics and Imaging - Proceedings of SPIE. SPIE, Vol. 8935, 893509

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Malaria
blood
reagents
Blood
infectious diseases
2013

An agent-based simulation of a Tuberculosis epidemic: Understanding the timing of transmission

Kasaie, P., Dowdy, D. W. & David Kelton, W. 2013 Proceedings of the 2013 Winter Simulation Conference - Simulation: Making Decisions in a Complex World, WSC 2013. p. 2227-2238 12 p. 6721599

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tuberculosis
Agent-based Simulation
Timing
Contact
Disease control

Effects of data transformation methods on classification of patients diagnosed with myocardial infarction

Mehrabi, S., Mohammadi, I., Kunjan, K. & Kharrazi, H. 2013 Studies in Health Technology and Informatics. 1-2 ed. Vol. 192, p. 1203 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Independent component analysis
Principal component analysis
Support vector machines
Myocardial Infarction
Principal Component Analysis

Information criteria for dynamic contrast-enhanced magnetic resonance imaging

Shinohara, R. T., Crainiceanu, C. S., Caffo, B. S. & Reich, D. S. 2013 Proceedings - 2013 3rd International Workshop on Pattern Recognition in Neuroimaging, PRNI 2013. p. 37-41 5 p. 6603551

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic resonance
Brain
Imaging techniques
Blood
Inspection

Landslides in Bududa, Eastern Uganda: Preliminary assessment and proposed solutions

Gorokhovich, Y., Doocy, S., Walyawula, F., Muwanga, A. & Nardi, F. 2013 Landslide Science and Practice: Global Environmental Change. Vol. 4, p. 145-149 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

landslide
coffee
disaster
village
monitoring system

Model mismatch and the ideal observer in SPECT

Ghaly, M., Links, J. M., Du, Y. & Frey, E. C. 2013 Proceedings of SPIE - The International Society for Optical Engineering. Vol. 8673, 86730K

Research output: Chapter in Book/Report/Conference proceedingConference contribution

SPECT
Observer
acquisition
Model
human performance

Non-proportionality of hazards in the competing risks framework

Muñoz, A., Abraham, A. G., Matheson, M. & Wada, N. 2013 Lecture Notes in Statistics. Springer Science and Business Media, LLC, Vol. 215, p. 3-22 20 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Competing Risks
Hazard
Cause-specific Hazard
Timing
Incidence

Principal component analysis on non-gaussian dependent data

Han, F. & Liu, H. 2013 30th International Conference on Machine Learning, ICML 2013. PART 1 ed. International Machine Learning Society (IMLS), p. 240-248 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parameter estimation
Principal component analysis
Statistical methods
Recovery
statistical method

Quantiles of residual survival

Cox, C., Schneider, M. F. & Muñoz, A. 2013 Lecture Notes in Statistics. Springer Science and Business Media, LLC, Vol. 215, p. 87-103 17 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantile
Quantile Function
Generalized gamma Distribution
Parametric Estimation
Survival Distribution

Robust sparse principal component regression under the high dimensional elliptical model

Han, F. & Liu, H. 2013 Advances in Neural Information Processing Systems. Neural information processing systems foundation

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Finance
Logistics
Imaging techniques
Experiments

Using knowledge management tools and techniques to increase the rate of attendance at breast screening

Bali, R. K., Binnersley, J., Baskaran, V. & Gibbons, M. C. 2013 IC3K 2013; KDIR 2013 - 5th International Conference on Knowledge Discovery and Information Retrieval and KMIS 2013 - 5th International Conference on Knowledge Management and Information Sharing, Proc.. SciTePress, p. 344-350 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Knowledge management
Screening
Health
Data mining
Education
2012

Accelerating investigation of food-borne disease outbreaks using pro-active geospatial modeling of food supply chains

Doerr, D., Hu, K., Renly, S., Edlund, S., Davis, M., Kaufman, J. H., Lessler, J., Filter, M., Käsbohrer, A. & Appel, B. 2012 GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. p. 44-47 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Food supply
Food Chain
food supply
Supply Chain
Supply chains

ATP release from the carotid bodies of DBA/2J and A/J inbred mouse strains

Pashai, P., Kostuk, E. W., Pilchard, L. E. & Shirahata, M. 2012 Advances in Experimental Medicine and Biology. Vol. 758, p. 279-285 7 p. (Advances in Experimental Medicine and Biology; vol. 758)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Carotid Body
Inbred Strains Mice
Adenosine Triphosphate
Hypercapnia
Superior Cervical Ganglion

Chemical and biological sensing needs for health effects studies

Breysse, P. N. 2012 Proceedings of SPIE - The International Society for Optical Engineering. Vol. 8371, 837115

Research output: Chapter in Book/Report/Conference proceedingConference contribution

health
Health
Sensing
air sampling
markers

Discontinuity in arsenic slope factor based on SW Taiwan data

Lamm, S. H., Robbins, S., Goodrich, B., Chen, R., Lu, J., Zhou, C. & Feinleib, M. 2012 Understanding the Geological and Medical Interface of Arsenic, As 2012 - 4th International Congress: Arsenic in the Environment. p. 337-338 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Arsenic
arsenic
cancer
discontinuity
Regression analysis

Hydrogen sulfide acting at the carotid body and elsewhere in the organism

Fitzgerald, R. S., Shirahata, M., Chang, I., Kostuk, E. W. & Kiihl, S. 2012 Advances in Experimental Medicine and Biology. Vol. 758, p. 241-247 7 p. (Advances in Experimental Medicine and Biology; vol. 758)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gasotransmitters
Carotid Body
Hydrogen Sulfide
Tissue

Pulse pileup statistics for energy sensitive photon counting detectors with pulse height analysis

Taguchi, K., Srivastava, S., Tang, Q., Caffo, B. S., Iwanczyk, J. S., Hartsough, N. E., Barber, W. C. & Cammin, J. 2012 Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 8313, 83130Z

Research output: Chapter in Book/Report/Conference proceedingConference contribution

pulse amplitude
Photons
counting
Statistics
statistics

Semiparametric principal component analysis

Han, F. & Liu, H. 2012 Advances in Neural Information Processing Systems. Vol. 1, p. 171-179 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Principal component analysis
Gaussian distribution
Covariance matrix
Eigenvalues and eigenfunctions
Feature extraction

The nonparanormal SKEPTIC

Liu, H., Han, F., Yuan, M., Lafferty, J. & Wasserman, L. 2012 Proceedings of the 29th International Conference on Machine Learning, ICML 2012. Vol. 2, p. 1415-1422 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parameter estimation

Towards automatic quantitative quality control for MRI

Lauzon, C. B., Caffo, B. C. & Landman, B. A. 2012 Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 8314, 83140K

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Diffusion tensor imaging
Diffusion Tensor Imaging
quality control
Quality Control
Quality control

Transelliptical component analysis

Han, F. & Liu, H. 2012 Advances in Neural Information Processing Systems. Vol. 1, p. 359-367 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Eigenvalues and eigenfunctions
Principal component analysis
Logistics
Feature extraction
Computer simulation

Transelliptical graphical models

Liu, H., Han, F. & Zhang, C. H. 2012 Advances in Neural Information Processing Systems. Vol. 1, p. 800-808 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parameter estimation
Recovery
2011

Accounting for random regressors: A unified approach to multi-modality imaging

Yang, X., Lauzon, C. B., Crainiceanu, C., Caffo, B., Resnick, S. M. & Landman, B. A. 2011 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7012 LNCS, p. 1-9 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7012 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multimodality
Regression
Imaging
Imaging techniques
Neuroimaging

Cough detection algorithm for monitoring patient recovery from pulmonary tuberculosis

Tracey, B. H., Comina, G., Larson, S., Bravard, M., López, J. W. & Gilman, R. H. 2011 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 6017-6020 4 p. 6091487

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Patient monitoring
Physiologic Monitoring
Pulmonary Tuberculosis
Cough
Recovery

Demo: Chronic care continuum (C3): Mobile-ready life skills training for adolescents with chronic diseases

Stokes, T. H., Poole, E. S., Bonafide, C. P., Labrique, A. B., Willig, J. H., Cheng, C. & Wang, M. D. 2011 mHealthSys 2011 - Proceedings of the 1st ACM Workshop on Mobile Systems, Applications, and Services for HealthCare - Co-held with ACM SenSys 2011. 8

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pediatrics
Continuity of Patient Care
Chronic Disease
Medical problems
Glucose

Design and optimization of a dedicated cone-beam CT system for musculoskeletal extremities imaging

Zbijewski, W., De Jean, P., Prakash, P., Ding, Y., Stayman, J. W., Packard, N., Senn, R., Yang, D., Yorkston, J., MacHado, A., Carrino, J. A. & Siewerdsen, J. H. 2011 Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 7961, 796104

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Musculoskeletal System
Bearings (structural)
scanners
fluoroscopy
Cones