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1

Editorial: special issue on machine learning for health and medicine

Wiens, Jenna, Wallace, Byron C.

Journal:

Machine Learning

Year:

2016

Language:

english

File:

PDF, 294 KB

english, 2016

2

Toward systematic review automation: a practical guide to using machine learning tools in research synthesis

Marshall, Iain J., Wallace, Byron C.

Journal:

Systematic Reviews

Year:

2019

Language:

english

File:

PDF, 1018 KB

english, 2019

3

Computational irony: A survey and new perspectives

Wallace, Byron C.

Journal:

Artificial Intelligence Review

Year:

2015

Language:

english

File:

PDF, 302 KB

english, 2015

4

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - Class Imbalance, Redux

Wallace, Byron C., Small, Kevin, Brodley, Carla E., Trikalinos, Thomas A.

Year:

2011

Language:

english

File:

PDF, 719 KB

english, 2011

5

OpenMEE: Intuitive, open-source software for meta-analysis in ecology and evolutionary biology

Wallace, Byron C., Lajeunesse, Marc J., Dietz, George, Dahabreh, Issa J., Trikalinos, Thomas A., Schmid, Christopher H., Gurevitch, Jessica

Journal:

Methods in Ecology and Evolution

Year:

2016

Language:

english

File:

PDF, 881 KB

english, 2016

6

Methods for Evaluating Medical Tests and Biomarkers

Gopalakrishna, Gowri, Langendam, Miranda, Scholten, Rob, Bossuyt, Patrick, Leeflang, Mariska, Noel-Storr, Anna, Thomas, James, Marshall, Iain, Wallace, Byron, Whiting, Penny, Davenport, Clare, Leeflan

Journal:

Diagnostic and Prognostic Research

Year:

2017

Language:

english

File:

PDF, 1.52 MB

english, 2017

7

[ACM Press The 31st Annual ACM Symposium - Berlin, Germany (2018.10.14-2018.10.14)] The 31st Annual ACM Symposium on User Interface Software and Technology - UIST '18 - Believe it or not

Nguyen, An T., Kharosekar, Aditya, Krishnan, Saumyaa, Krishnan, Siddhesh, Tate, Elizabeth, Wallace, Byron C., Lease, Matthew

Year:

2018

Language:

english

File:

PDF, 2.35 MB

english, 2018

8

Semi-Automated Evidence Synthesis in Health Psychology: Current Methods and Future Prospects

Marshall, Iain J., Johnson, Blair T., Wang, Zigeng, Rajasekaran, Sanguthevar, Wallace, Byron C.

Journal:

Health Psychology Review

Year:

2020

Language:

english

File:

PDF, 844 KB

english, 2020

9

Visman equations in the design of sampling plans for chemical analysis of segregated bulk materials

Wallace, Dean., Kratochvil, Byron.

Journal:

Analytical Chemistry

Year:

1987

Language:

english

File:

PDF, 1.74 MB

english, 1987

10

[IEEE 2012 IEEE 12th International Conference on Data Mining (ICDM) - Brussels, Belgium (2012.12.10-2012.12.13)] 2012 IEEE 12th International Conference on Data Mining - Class Probability Estimates are Unreliable for Imbalanced Data (and How to Fix Them)

Wallace, Byron C., Dahabreh, Issa J.

Year:

2012

Language:

english

File:

PDF, 493 KB

english, 2012

11

Modernizing the systematic review process to inform comparative effectiveness: tools and methods

Wallace, Byron C, Dahabreh, Issa J, Schmid, Christopher H, Lau, Joseph, Trikalinos, Thomas A

Journal:

Journal of Comparative Effectiveness Research

Year:

2013

Language:

english

File:

PDF, 938 KB

english, 2013

12

Challenges and Opportunities in Applied Machine Learning

Brodley, Carla E., Rebbapragada, Umaa, Small, Kevin, Wallace, Byron

Journal:

Year:

2012

Language:

english

File:

PDF, 428 KB

english, 2012

13

A low cost Mercury orbiter mission

Kenneth J. Ely, Wallace T. Fowler, Byron D. Tapley

Journal:

Acta Astronautica

Year:

1995

Language:

english

File:

PDF, 740 KB

english, 1995

14

Product quality research institute evaluation of cascade impactor profiles of pharmaceutical aerosols, part 3: Final report on a statistical procedure for determining equivalence

David Christopher, Wallace Adams, Anthony Amann, Craig Bertha, Peter R. Byron, William Doub, Craig Dunbar, Walter Hauck, Svetlana Lyapustina, Jolyon Mitchell, Beth Morgan, Steve Nichols, Ziqing Pan, G

Journal:

AAPS PharmSciTech

Year:

2007

Language:

english

File:

PDF, 357 KB

english, 2007

15

A numeric, geographic and structural analysis of the Hakea falcata group (Proteaceae)

BYRON LAMONT, BRONWEN KEIGHERY, LINDA PENNY, JOHN WALLACE

Journal:

Botanical Journal of the Linnean Society

Year:

1987

Language:

english

File:

PDF, 1008 KB

english, 1987

16

Semi-automated screening of biomedical citations for systematic reviews

Byron C Wallace, Thomas A Trikalinos, Joseph Lau, Carla Brodley, Christopher H Schmid

Journal:

BMC Bioinformatics

Year:

2010

Language:

english

File:

PDF, 774 KB

english, 2010

17

Meta-Analyst: software for meta-analysis of binary, continuous and diagnostic data

Byron C Wallace, Christopher H Schmid, Joseph Lau, Thomas A Trikalinos

Journal:

BMC Medical Research Methodology

Year:

2009

Language:

english

File:

PDF, 706 KB

english, 2009

18

Syphilis and neurosyphilis in a human immunodeficiency virus type-1 seropositive population: Evidence for frequent serologic relapse after therapy

Joseph L. Malone, Mark R. Wallace, Byron B. Hendrick, Anthony LaRocco Jr., Elizabeth Tonon, Stephanie K. Brodine, William A. Bowler, Bruce S. Lavin, Richard E. Hawkins, Edward C. Oldfield III

Journal:

The American Journal of Medicine

Year:

1995

Language:

english

File:

PDF, 1.10 MB

english, 1995

19

Sampling for chemical analysis

Kratochvil, Byron., Wallace, Dean., Taylor, John K.

Journal:

Analytical Chemistry

Year:

1984

Language:

english

File:

PDF, 4.14 MB

english, 1984

20

Sensory-motor function in the aging rat

E. Evan Krauter, Julia E. Wallace, Byron A. Campbell

Journal:

Behavioral and Neural Biology

Year:

1981

Language:

english

File:

PDF, 1.49 MB

english, 1981

21

Toward modernizing the systematic review pipeline in genetics: efficient updating via data mining

Wallace, Byron C., Small, Kevin, Brodley, Carla E., Lau, Joseph, Schmid, Christopher H., Bertram, Lars, Lill, Christina M., Cohen, Joshua T., Trikalinos, Thomas A.

Journal:

Genetics in Medicine

Year:

2012

Language:

english

File:

PDF, 363 KB

english, 2012

22

Improving class probability estimates for imbalanced data

Byron C. Wallace, Issa J. Dahabreh

Journal:

Knowledge and Information Systems

Year:

2014

Language:

english

File:

PDF, 682 KB

english, 2014

23

Effect of Cataract on Automated Perimetry

Lam, Byron L., Alward, Wallace L.M., Kolder, Hansjoerg E.

Journal:

Year:

1991

Language:

english

File:

PDF, 474 KB

english, 1991

24

Clinical Decision Support || Modernizing Evidence Synthesis for Evidence-Based Medicine

Wallace, Byron C.

Year:

2014

Language:

english

File:

PDF, 1.17 MB

english, 2014

25

A large-scale quantitative analysis of latent factors and sentiment in online doctor reviews

Wallace, Byron C, Paul, Michael J, Sarkar, Urmimala, Trikalinos, Thomas A, Dredze, Mark

Journal:

Journal of the American Medical Informatics Association

Year:

2014

Language:

english

File:

PDF, 1.05 MB

english, 2014

26

Rhetoric and general education: A symposium continued

McEwen, Robert W., Hollinshad, Byron S., Weaver, A. T., Brigance, W. Norwood, Wallace, Karl R., Perrin, Porter G., Pettet, Edwin Burr, Leyden, Ralph C.

Journal:

Quarterly Journal of Speech

Year:

1950

Language:

english

File:

PDF, 608 KB

english, 1950

27

Three-Times-Daily Subcutaneous Unfractionated Heparin and Neuraxial Anesthesia

Davis, Jennifer J., Bankhead, Byron R., Eckman, Erik J., Wallace, Austin, Strunk, Joseph

Journal:

Regional Anesthesia and Pain Medicine

Year:

2012

Language:

english

File:

PDF, 224 KB

english, 2012

28

[ACM Press the 5th ACM Conference - Newport Beach, California (2014.09.20-2014.09.23)] Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics - BCB '14 - Automating risk of bias assessment for clinical trials

Marshall, Iain J., Kuiper, Joël, Wallace, Byron C.

Year:

2014

Language:

english

File:

PDF, 259 KB

english, 2014

29

[ACM Press the ACM international conference - Arlington, Virginia, USA (2010.11.11-2010.11.12)] Proceedings of the ACM international conference on Health informatics - IHI '10 - Modeling annotation time to reduce workload in comparative effectiveness reviews

Wallace, Byron C., Small, Kevin, Brodley, Carla E., Lau, Joseph, Trikalinos, Thomas A.

Year:

2010

Language:

english

File:

PDF, 999 KB

english, 2010

30

[ACM Press the 2nd ACM SIGHIT symposium - Miami, Florida, USA (2012.01.28-2012.01.30)] Proceedings of the 2nd ACM SIGHIT symposium on International health informatics - IHI '12 - Deploying an interactive machine learning system in an evidence-based practice center

Wallace, Byron C., Small, Kevin, Brodley, Carla E., Lau, Joseph, Trikalinos, Thomas A.

Year:

2012

Language:

english

File:

PDF, 847 KB

english, 2012

31

[ACM Press the 16th ACM SIGKDD international conference - Washington, DC, USA (2010.07.25-2010.07.28)] Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '10 - Active learning for biomedical citation screening

Wallace, Byron C., Small, Kevin, Brodley, Carla E., Trikalinos, Thomas A.

Year:

2010

Language:

english

File:

PDF, 1.30 MB

english, 2010

32

Atmospheric CO_2 column measurements in cloudy conditions using intensity-modulated continuous-wave lidar at 157 micron

Lin, Bing, Nehrir, Amin R., Harrison, F. Wallace, Browell, Edward V., Ismail, Syed, Obland, Michael D., Campbell, Joel, Dobler, Jeremy, Meadows, Byron, Fan, Tai-Fang, Kooi, Susan

Journal:

Year:

2015

Language:

english

File:

PDF, 1.95 MB

english, 2015

33

Automating Risk of Bias Assessment for Clinical Trials

Marshall, Iain J, Kuiper, Joel, Wallace, Byron C

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2015

Language:

english

File:

PDF, 521 KB

english, 2015

34

Improving the Utility of MeSH® Terms Using the TopicalMeSH Representation

Yu, Zhiguo, Bernstam, Elmer, Cohen, Trevor, Wallace, Byron C., Johnson, Todd R.

Journal:

Journal of Biomedical Informatics

Year:

2016

File:

PDF, 2.31 MB

2016

35

Improving the Utility of MeSH® Terms Using the TopicalMeSH Representation

Yu, Zhiguo, Bernstam, Elmer, Cohen, Trevor, Wallace, Byron C., Johnson, Todd R.

Journal:

Journal of Biomedical Informatics

Year:

2016

Language:

english

File:

PDF, 2.31 MB

english, 2016

36

Influence of Infant Diets on the Ecology of the Intestinal Tract of Human Flora-Associated Mice

Hentges, David J., Marsh, Wallace W., Petschow, Byron W., Thai, Wendy R., Carter, Melody K.

Journal:

Journal of Pediatric Gastroenterology & Nutrition

Year:

1992

File:

PDF, 552 KB

1992

37

[IEEE 2016 IEEE International Conference on Healthcare Informatics (ICHI) - Chicago, IL, USA (2016.10.4-2016.10.7)] 2016 IEEE International Conference on Healthcare Informatics (ICHI) - Using Electronic Medical Records and Physician Data to Improve Information Retrieval for Evidence-Based Care

Jin, Mengqi, Li, Hongli, Schmid, Christopher H., Wallace, Byron C.

Year:

2016

Language:

english

File:

PDF, 672 KB

english, 2016

38

An exploration of crowdsourcing citation screening for systematic reviews

Mortensen, Michael L., Adam, Gaelen P., Trikalinos, Thomas A., Kraska, Tim, Wallace, Byron C.

Journal:

Research Synthesis Methods

Year:

2017

Language:

english

File:

PDF, 494 KB

english, 2017

39

Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach

Wallace, Byron C, Noel-Storr, Anna, Marshall, Iain J, Cohen, Aaron M, Smalheiser, Neil R, Thomas, James

Journal:

Journal of the American Medical Informatics Association

Year:

2017

Language:

english

File:

PDF, 170 KB

english, 2017

40

[ACM Press the 7th ACM International Conference - Seattle, WA, USA (2016.10.02-2016.10.05)] Proceedings of the 7th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics - BCB '16 - Automated Verification of Phenotypes using PubMed

Bridges, Ryan, Henderson, Jette, Ho, Joyce C., Wallace, Byron C., Ghosh, Joydeep

Year:

2016

Language:

english

File:

PDF, 680 KB

english, 2016

41

Living systematic reviews: 2. Combining human and machine effort

Thomas, James, Noel-Storr, Anna, Marshall, Iain, Wallace, Byron, McDonald, Steven, Mavergames, Chris, Glasziou, Paul, Shemilt, Ian, Synnot, Anneliese, Turner, Tari, Elliott, Julian, Agoritsas, Thomas,

Journal:

Journal of Clinical Epidemiology

Year:

2017

Language:

english

File:

PDF, 678 KB

english, 2017

42

Machine Learning for Identifying Randomized Controlled Trials: an evaluation and practitioner's guide

Marshall, Iain, Storr, Anna Noel, Kuiper, Joël, Thomas, James, Wallace, Byron C.

Journal:

Research Synthesis Methods

Year:

2018

Language:

english

File:

PDF, 1.19 MB

english, 2018

43

[ACM Press the 2017 ACM - Singapore, Singapore (2017.11.06-2017.11.10)] Proceedings of the 2017 ACM on Conference on Information and Knowledge Management - CIKM '17 - A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation

Singh, Gaurav, Marshall, Iain J., Thomas, James, Shawe-Taylor, John, Wallace, Byron C.

Year:

2017

Language:

english

File:

PDF, 1.69 MB

english, 2017

44

Calorie Restriction-Induced Increase in Skeletal Muscle Insulin Sensitivity Is Not Prevented by Overexpression of the p55α Subunit of Phosphoinositide 3-Kinase

Martins, Vitor F., Tahvilian, Shahriar, Kang, Ji H., Svensson, Kristoffer, Hetrick, Byron, Chick, Wallace S., Schenk, Simon, McCurdy, Carrie E.

Journal:

Frontiers in Physiology

Year:

2018

Language:

english

File:

PDF, 1.07 MB

english, 2018

45

Perceptions of cervical cancer prevention on Twitter uncovered by different sampling strategies

Le, Gem M., Radcliffe, Kate, Lyles, Courtney, Lyson, Helena C., Wallace, Byron, Sawaya, George, Pasick, Rena, Centola, Damon, Sarkar, Urmimala, Gruebner, Oliver

Journal:

Year:

2019

File:

PDF, 944 KB

2019

46

Perceptions of cervical cancer prevention on Twitter uncovered by different sampling strategies

Le, Gem M., Radcliffe, Kate, Lyles, Courtney, Lyson, Helena C., Wallace, Byron, Sawaya, George, Pasick, Rena, Centola, Damon, Sarkar, Urmimala, Gruebner, Oliver

Journal:

Year:

2019

Language:

english

File:

PDF, 944 KB

english, 2019

47

[Association for Computational Linguistics Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) - Vancouver, Canada (2017.7.-2017.7.)] Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) - Aggregating and Predicting Sequence Labels from Crowd Annotations

Nguyen, An Thanh, Wallace, Byron, Li, Junyi Jessy, Nenkova, Ani, Lease, Matthew

Year:

2017

Language:

english

File:

PDF, 582 KB

english, 2017

48

Toward systematic review automation: a practical guide to using machine learning tools in research synthesis

Marshall, Iain J., Wallace, Byron C.

Journal:

Systematic Reviews

Year:

2019

File:

PDF, 1018 KB

2019

49

A randomized trial provided new evidence on the accuracy and efficiency of traditional vs. electronically annotated abstraction approaches in systematic reviews

Li, Tianjing, Saldanha, Ian J., Jap, Jens, Smith, Bryant T., Canner, Joseph, Hutfless, Susan M., Branch, Vernal, Carini, Simona, Chan, Wiley, de Bruijn, Berry, Wallace, Byron C., Walsh, Sandra A., Wha

Journal:

Journal of Clinical Epidemiology

Year:

2019

Language:

english

File:

PDF, 346 KB

english, 2019

50

A randomized trial provided new evidence on the accuracy and efficiency of traditional vs. electronically annotated abstraction approaches in systematic reviews

Li, Tianjing, Saldanha, Ian J., Jap, Jens, Smith, Bryant T., Canner, Joseph, Hutfless, Susan M., Branch, Vernal, Carini, Simona, Chan, Wiley, de Bruijn, Berry, Wallace, Byron C., Walsh, Sandra A., Wha

Journal:

Journal of Clinical Epidemiology

Year:

2019

File:

PDF, 346 KB

2019