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Research Output 1977 2017

2017

Predicting Pulmonary Function from Phone Sensors

Cheng, Q., Juen, J., Bellam, S., Fulara, N., Close, D., Silverstein, J. C. & Schatz, B., Nov 2017, In : Telemedicine and e-Health. 23, 11, p. 913-919 7 p.

Research output: Contribution to journalArticle

Lung
Running
Spirometry
Chronic Obstructive Pulmonary Disease
Health Status
2016

Classification Models for Pulmonary Function using Motion Analysis from Phone Sensors

Cheng, Q., Juen, J., Bellam, S., Fulara, N., Close, D., Silverstein, J. C. & Schatz, B., Jan 1 2016, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2016, p. 401-410 10 p.

Research output: Contribution to journalArticle

Lung
Running
Spirometry
Health Status
Walking

Mining discriminative patterns to predict health status for cardiopulmonary patients

Cheng, Q., Shang, J., Juen, J., Han, J. & Schatz, B. R., Oct 2 2016, ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 41-49 9 p. (ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

Health Status
Health
Walking
Demography
Learning
2015

A Natural Walking Monitor for Pulmonary Patients Using Mobile Phones

Juen, J., Cheng, Q. & Schatz, B. R., Jul 1 2015, In : IEEE Journal of Biomedical and Health Informatics. 19, 4, p. 1399-1405 7 p., 7096915.

Research output: Contribution to journalArticle

Cell Phones
Mobile phones
Walking
Lung
Smartphones

Guest editorial: Predictive modeling in health informatics

Schatz, B., Jul 1 2015, In : IEEE Journal of Biomedical and Health Informatics. 19, 4, 1 p., 7165719.

Research output: Contribution to journalEditorial

Medical Informatics
Informatics
Statistical Models
Health

National surveys of population health: Big data analytics for mobile health monitors

Schatz, B. R., Dec 1 2015, In : Big Data. 3, 4, p. 219-229 11 p.

Research output: Contribution to journalReview article

Health
Medicine
Smartphones
Telephone
Mobile devices
2014

Health monitors for chronic disease by gait analysis with mobile phones

Juen, J., Cheng, Q., Prieto-Centurion, V., Krishnan, J. A. & Schatz, B., Nov 1 2014, In : Telemedicine journal and e-health : the official journal of the American Telemedicine Association. 20, 11, p. 1035-1041 7 p.

Research output: Contribution to journalArticle

Cell Phones
Gait
Chronic Disease
Walking
Health

Interventions to reduce rehospitalizations after chronic obstructive pulmonary disease exacerbations: A systematic review

Prieto-Centurion, V., Markos, M. A., Ramey, N. I., Gussin, H. A., Nyenhuis, S. M., Joo, M. J., Prasad, B., Bracken, N., DiDomenico, R., Godwin, P. O., Jaffe, H. A., Kalhan, R., Pickard, A. S., Pittendrigh, B. R., Schatz, B., Sullivan, J. L., Thomashow, B. M., Williams, M. V. & Krishnan, J. A., Mar 2014, In : Annals of the American Thoracic Society. 11, 3, p. 417-424 8 p.

Research output: Contribution to journalReview article

Chronic Obstructive Pulmonary Disease
Disease Progression
Hospitalization
Centers for Medicare and Medicaid Services (U.S.)
Patient Readmission

Resolving healthcare forum posts via similar thread retrieval

Cho, J. H. D., Sondhi, P., Zhai, C. & Schatz, B., Sep 20 2014, ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 33-42 10 p. (ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

Semantics
Delivery of Health Care

Towards a natural walking monitor for pulmonary patients using simple smart phones

Juen, J., Cheng, Q. & Schatz, B. R., Sep 20 2014, ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 53-62 10 p.

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

Walking
Lung
Equipment and Supplies
Exercise equipment
Smartphones

Using mobile phones to simulate pulse oximeters: Gaitanalysis predicts oxygen saturation

Cheng, Q., Juen, J. & Schatz, B. R., Sep 20 2014, ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 331-340 10 p. (ACM BCB 2014 - 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

Oximeters
Cell Phones
Mobile phones
Pulse
Oxygen
2013

Aggregating personal health messages for scalable comparative effectiveness research

Cho, J. H. D., Liao, V. Q. Z., Jiang, Y. & Schatz, B. R., Nov 28 2013, 2013 ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics, ACM-BCB 2013. p. 907-916 10 p. (2013 ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics, ACM-BCB 2013).

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

Comparative Effectiveness Research
Health
Demography
Scalability
Costs and Cost Analysis

GaitTrack: Health monitoring of body motion from spatio-temporal parameters of simple smart phones

Cheng, Q., Juen, J., Li, Y., Prieto-Centurion, V., Krishnan, J. A. & Schatz, B. R., Nov 28 2013, 2013 ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics, ACM-BCB 2013. p. 897-906 10 p. (2013 ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics, ACM-BCB 2013).

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

Health
Gait
Monitoring
Sensors
Pulmonary diseases
2012

Designing and evaluating a clustering system for organizing and integrating patient drug outcomes in personal health messages.

Jiang, Y., Liao, Q. V., Cheng, Q., Berlin, R. B. & Schatz, B. R., 2012, In : Unknown Journal. 2012, p. 417-426 10 p.

Research output: Contribution to journalArticle

Cluster Analysis
Health
Pharmaceutical Preparations
Expert Testimony
Medical Students
2011

BeeSpace Navigator: Exploratory analysis of gene function using semantic indexing of biological literature

Sen Sarma, M., Arcoleo, D., Khetani, R. S., Chee, B., Ling, X., He, X., Jiang, J., Mei, Q., Zhai, C. & Schatz, B., Jul 1 2011, In : Nucleic acids research. 39, SUPPL. 2, p. W462-W469

Research output: Contribution to journalArticle

Semantics
Software
Genes
Gene Ontology
Genome

Behavior-specific changes in transcriptional modules lead to distinct and predictable neurogenomic states

Chandrasekaran, S., Ament, S. A., Eddy, J. A., Rodriguez-Zas, S. L., Schatz, B. R., Price, N. D. & Robinson, G. E., Nov 1 2011, In : Proceedings of the National Academy of Sciences of the United States of America. 108, 44, p. 18020-18025 6 p.

Research output: Contribution to journalArticle

Transcription Factors
Gene Regulatory Networks
Brain
Bees
Genes

Healthcare infrastructure health systems for individuals and populations

Schatz, B. R. & Berlin, R. B., 2011, London: Springer.

Research output: Book/ReportBook

Drug-Related Side Effects and Adverse Reactions
Health
Pharmaceutical Preparations
Natural Language Processing
Information Storage and Retrieval
2010

BSQA: Integrated text mining using entity relation semantics extracted from biological literature of insects

He, X., Li, Y., Khetani, R., Sanders, B., Lu, Y., Ling, X., Zhai, C. X. & Schatz, B., Jun 21 2010, In : Nucleic acids research. 38, SUPPL. 2, p. W175-W181 gkq544.

Research output: Contribution to journalArticle

Data Mining
Semantics
Insects
Insect Genes
Drosophila melanogaster

Feasibility of mobile phone-based management of chronic illness

Smith, J. C. & Schatz, B. R., Jan 1 2010, In : AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium. 2010, p. 757-761 5 p.

Research output: Contribution to journalArticle

Cell Phones
Chronic Disease
Technology
Equipment and Supplies
Heart Neoplasms

Identifying overrepresented concepts in gene lists from literature: A statistical approach based on Poisson mixture model

He, X., Sarma, M. S., Ling, X., Chee, B., Zhai, C. & Schatz, B., May 20 2010, In : BMC bioinformatics. 11, 272.

Research output: Contribution to journalArticle

Poisson Mixture
Poisson Model
Mixture Model
Genes
Gene

Toward Dietary Assessment via Mobile Phone Video Cameras

Chen, N., Lee, Y. Y. O., Rabb, M. & Schatz, B. R., Jan 1 2010, In : AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium. 2010, p. 106-110 5 p.

Research output: Contribution to journalArticle

Cell Phones
Diet
Meals
Software
Obesity
2009

Information visualization of drug regimens from health messages

Chee, B., Berlin, R. B. & Schatz, B. R., Jul 21 2009, HEALTHINF 2009 - Proceedings of the 2nd International Conference on Health Informatics. p. 282-287 6 p. (HEALTHINF 2009 - Proceedings of the 2nd International Conference on Health Informatics).

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

Visualization
Health
Social Networking
Pharmaceutical Preparations
Health care
Natural Language Processing
Pharmacovigilance
Aptitude
Health
Drug-Related Side Effects and Adverse Reactions

Social visualization of health messages

Chee, B., Karahalios, K. G. & Schatz, B., Apr 3 2009, Proceedings of the 42nd Annual Hawaii International Conference on System Sciences, HICSS. 4755501. (Proceedings of the 42nd Annual Hawaii International Conference on System Sciences, HICSS).

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

Visualization
Health
Internet
2008

Mining multi-faceted overviews of arbitrary topics in a text collection

Ling, X., Mei, Q., Zhai, C. & Schatz, B. R., Dec 1 2008, KDD 2008 - Proceedings of the 14th ACMKDD International Conference on Knowledge Discovery and Data Mining. p. 497-505 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Navigation
Experiments
2007

Document clustering using small world communities

Chee, B. W. & Schatz, B., Nov 29 2007, Proceedings of the 7th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2007: Building and Sustaining the Digital Environment. p. 53-62 10 p. (Proceedings of the ACM International Conference on Digital Libraries).

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

community
Physics
physics
Small-world networks
Information retrieval

Generating gene summaries from biomedical literature: A study of semi-structured summarization

Ling, X., Jiang, J., He, X., Mei, Q., Zhai, C. & Schatz, B. R., Nov 1 2007, In : Information Processing and Management. 43, 6, p. 1777-1791 15 p.

Research output: Contribution to journalArticle

Genes
semantics
Semantics
literature
Summarization
2006

Automatically generating gene summaries from biomedical literature

Ling, X., Jiang, J., He, X., Mei, Q., Zhai, C. & Schatz, B. R., Dec 1 2006, Proceedings of the Pacific Symposium on Biocomputing 2006, PSB 2006. p. 40-51 12 p. (Proceedings of the Pacific Symposium on Biocomputing 2006, PSB 2006).

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

Genes
Molecular interactions
Drosophila
Reading
Software
2002
Genes
Information retrieval
Information technology

The interspace: Concept navigation across distributed communities

Schatz, B. R., Jan 1 2002, Computer, 35, 1, p. 54-62 9 p.

Research output: Contribution to specialist publicationArticle

Navigation
Internet
Semantics
2001

Monitoring of quality of life in congestive heart failure populations

Berlin, R. B. & Schatz, B. R., Jan 1 2001, In : Congestive Heart Failure. 7, 1, p. 13-21+29

Research output: Contribution to journalReview article

Heart Failure
Quality of Life
Population
Health
Internet
2000

Digital libraries of community knowledge: The coming world of the Interspace

Schatz, B. R., Jan 1 2000, Proceedings - 2000 Kyoto International Conference on Digital Libraries: Research and Practice, KyotoDL 2000. Institute of Electrical and Electronics Engineers Inc., p. 455-466 12 p. 942209. (Proceedings - 2000 Kyoto International Conference on Digital Libraries: Research and Practice, KyotoDL 2000).

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

Digital libraries
Pattern recognition
Navigation
Semantics

Exploring the use of concept spaces to improve medical information retrieval

Houston, A. L., Chen, H., Schatz, B. R., Hubbard, S. M., Sewell, R. R. & Ng, T. D., Dec 27 2000, In : Decision Support Systems. 30, 2, p. 171-186 16 p.

Research output: Contribution to journalArticle

Controlled Vocabulary
Thesauri
Information Storage and Retrieval
Information retrieval
Unified Medical Language System

Exploring the Use of Concept Spaces to Improve Medical Information Retrieval.

Schatz, B. R., Hubbard, S. M., Chen, H., Ng, T. D., Houston, A. L. & Sewell, R. R., 2000, Ft, Belvoir: Defense Technical Information Center.

Research output: Book/ReportBook

1999

A collection of visual thesauri for browsing large collections of geographic images

Ramsey, M. C., Chen, H., Zhu, B. & Schatz, B. R., Jul 1999, In : Journal of the American Society for Information Science. 50, 9, p. 826-834 9 p.

Research output: Contribution to journalArticle

Thesauri
thesaurus
indexing
Satellites
Geological surveys

Creating a Large-Scale Digital Library for Georeferenced Information

Zhu, B., Ramsey, M., Ng, T. D., Chen, H. & Schatz, B., Jul 1 1999, In : D-Lib Magazine. 5, 7-8, p. 51-66 16 p.

Research output: Contribution to journalReview article

information retrieval
knowledge
artificial intelligence
neural network
activation

Digital Libraries: Technological Advances and Social Impacts

Schatz, B. & Chen, H., Feb 1 1999, Computer, 32, 2, p. 45-X.

Research output: Contribution to specialist publicationArticle

Critical infrastructures
Digital libraries
Information retrieval

Extracting noun phrases for all of MEDLINE.

Bennett, N. A., He, Q., Powell, K. & Schatz, B. R., 1999, In : Proceedings / AMIA ... Annual Symposium. AMIA Symposium. p. 671-675 5 p.

Research output: Contribution to journalArticle

MEDLINE
Information Storage and Retrieval
Language

Federated Search of Scientific Literature: A Retrospective on the Illinois Digital Library Project

Schatz, B. R., Mischo, W. H., Cole, T. W., Bishop, A., Harum, S., Johnson, E., Neumann, L., Chen, H. & Ng, D., Feb 1 1999, In : Computer. 32, 2, p. 51-60 8 p.

Research output: Contribution to journalArticle

Digital libraries
Testbeds

Medical data mining on the internet: research on a cancer information system

Houston, A. L., Chen, H., Hubbard, S. M., Schatz, B. R., Ng, T. D., Sewell, R. R. & Tolle, K. M., Dec 1 1999, In : Artificial Intelligence Review. 13, 5, p. 437-466 30 p.

Research output: Contribution to journalArticle

Data mining
information system
Information systems
cancer
Internet

Medical Data Mining on the Internet: Research on a Cancer Information System.

Ng, T. D., Sewell, R. R., Tolle, K. M., Hubbard, S. M., Chen, H., Houston, A. L. & Schatz, B. R., 1999, Ft, Belvoir: Defense Technical Information Center.

Research output: Book/ReportBook

Performance and implications of semantic indexing in a distributed environment

Chang, C. T. K. & Schatz, B. R., Dec 1 1999, International Conference on Information and Knowledge Management, Proceedings. ACM, p. 391-398 8 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Indexing
Information retrieval
Prototype
Statistics
Query

Semantic indexing for a complete subject discipline

Chung, Y. M., He, Q., Powell, K. & Schatz, B. R., Dec 1 1999, Proceedings of the ACM International Conference on Digital Libraries. ACM, p. 39-48 10 p. (Proceedings of the ACM International Conference on Digital Libraries).

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

indexing
Semantics
semantics
Digital libraries
Supercomputers
1998

Alleviating search uncertainty through concept associations: Automatic indexing, co-occurrence analysis, and parallel computing

Chen, H., Martinez, J., Kirchhoff, A., Ng, T. D. & Schatz, B. R., Dec 1 1998, In : Journal of the American Society for Information Science. 49, 3, p. 206-216 11 p.

Research output: Contribution to journalArticle

Automatic indexing
Thesauri
thesaurus
Parallel processing systems
indexing

Automatic subject indexing using an associative neural network

Chung, Y. M., Pottenger, W. M. & Schatz, B. R., Jan 1 1998, p. 59-68. 10 p.

Research output: Contribution to conferencePaper

Automatic indexing
Thesauri
indexing
neural network
Semantics

High-performance distributed digital libraries: Building the Interspace on the grid

Schatz, B. R., Jan 1 1998, Proceedings - 7th International Symposium on High Performance Distributed Computing, HPDC 1998. Institute of Electrical and Electronics Engineers Inc., p. 224-234 11 p. (Proceedings - 7th International Symposium on High Performance Distributed Computing, HPDC 1998; vol. 1998-July).

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

Digital libraries
Semantics
Information analysis
Supercomputers
Switching networks

Internet browsing and searching: User evaluations of category map and concept space techniques

Chen, H., Houston, A. L., Sewell, R. R. & Schatz, B. R., Jan 1 1998, In : Journal of the American Society for Information Science. 49, 7, p. 582-603 22 p.

Research output: Contribution to journalArticle

Internet
evaluation
Testbeds
vocabulary
Evaluation

Internet browsing and searching: User evaluations of category map and concept space techniques

Chen, H., Houston, A. L., Sewell, R. R. & Schatz, B. R., Jan 1 1998, In : Journal of the American Society for Information Science. 49, 7, p. 582-603 22 p.

Research output: Contribution to journalReview article

Thesauri
Internet
thesaurus
evaluation
website
1997
Thesauri
thesaurus
Information retrieval
information retrieval
vocabulary