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1

Suicide Note Classification Using Natural Language Processing: A Content Analysis

Pestian, John, Nasrallah, Henry, Matykiewicz, Pawel, Bennett, Aurora, Leenaars, Antoon

Journal:

Biomedical Informatics Insights

Year:

2010

Language:

english

File:

PDF, 573 KB

english, 2010

2

Neurolinguistic approach to natural language processing with applications to medical text analysis

Włodzisław Duch, Paweł Matykiewicz, John Pestian

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 4.50 MB

english, 2008

3

A Machine Learning Approach to Identifying the Thought Markers of Suicidal Subjects: A Prospective Multicenter Trial

Pestian, John P., Sorter, Michael, Connolly, Brian, Bretonnel Cohen, Kevin, McCullumsmith, Cheryl, Gee, Jeffry T., Morency, Louis-Philippe, Scherer, Stefan, Rohlfs, Lesley

Journal:

Suicide and Life-Threatening Behavior

Year:

2016

Language:

english

File:

PDF, 117 KB

english, 2016

4

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - What’s in a Word? Detecting Partisan Affiliation from Word Use in Congressional Speeches

Bayram, Ulya, Pestian, John, Santel, Daniel, Minai, Ali A.

Year:

2019

Language:

english

File:

PDF, 5.58 MB

english, 2019

5

Influences of environmental exposures on individuals living with cystic fibrosis

Szczesniak, Rhonda, Rice, Jessica L., Brokamp, Cole, Ryan, Patrick, Pestian, Teresa, Ni, Yizhao, Andrinopoulou, Eleni-Rosalina, Keogh, Ruth H., Gecili, Emrah, Huang, Rui, Clancy, John P., Collaco, Jos

Journal:

Expert Review of Respiratory Medicine

Year:

2020

File:

PDF, 1.70 MB

2020

6

What’s In a Note: Construction of a Suicide Note Corpus

Pestian, John, Pestian, John, Pawel Matykiewicz,, Linn-Gust, Michelle

Journal:

Biomedical Informatics Insights

Year:

2012

Language:

english

File:

PDF, 544 KB

english, 2012

7

Adolescent Suicidal Risk Assessment in Clinician-Patient Interaction

Venek, Verena, Scherer, Stefan, Morency, Louis-Philippe, Rizzo, Albert, Pestian, John

Journal:

IEEE Transactions on Affective Computing

Year:

2016

Language:

english

File:

PDF, 11.14 MB

english, 2016

8

[IEEE 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017) - Washington, DC, DC, USA (2017.5.30-2017.6.3)] 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017) - Investigating Facial Behavior Indicators of Suicidal Ideation

Laksana, Eugene, Baltrusaitis, Tadas, Morency, Louis-Philippe, Pestian, John P.

Year:

2017

Language:

english

File:

PDF, 300 KB

english, 2017

9

[IEEE 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018) - Xi'an, China (2018.5.15-2018.5.19)] 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018) - Toward Visual Behavior Markers of Suicidal Ideation

Eigbe, Naomi, Baltrusaitis, Tadas, Morency, Louis-Philippe, Pestian, John

Year:

2018

Language:

english

File:

PDF, 177 KB

english, 2018

10

A Machine Learning Approach to Identifying Changes in Suicidal Language

Pestian, John, Santel, Daniel, Sorter, Michael, Bayram, Ulya, Connolly, Brian, Glauser, Tracy, DelBello, Melissa, Tamang, Suzanne, Cohen, Kevin

Journal:

Suicide and Life-Threatening Behavior

Year:

2020

File:

PDF, 85 KB

2020

11

Data driven decision making to characterize clinical personas of parents of children with cystic fibrosis: a mixed methods study

Szczesniak, Rhonda D., Pestian, Teresa, Duan, Leo L., Li, Dan, Stamper, Sophia, Ferrara, Brycen, Kramer, Elizabeth, Clancy, John P., Grossoehme, Daniel

Journal:

BMC Pulmonary Medicine

Year:

2020

File:

PDF, 1.89 MB

2020

12

A Feasibility Study Using a Machine Learning Suicide Risk Prediction Model Based on Open-Ended Interview Language in Adolescent Therapy Sessions

Cohen, Joshua, Wright-Berryman, Jennifer, Rohlfs, Lesley, Wright, Donald, Campbell, Marci, Gingrich, Debbie, Santel, Daniel, Pestian, John

Journal:

International Journal of Environmental Research and Public Health

Year:

2020

File:

PDF, 961 KB

2020

13

A Web-based family problem-solving intervention for families of children with traumatic brain injury

Shari L. Wade, Christopher R. Wolfe, John P. Pestian

Journal:

Behavior Research Methods

Year:

2004

Language:

english

File:

PDF, 287 KB

english, 2004

14

A Conversation with Edwin Shneidman

Journal:

Suicide and Life-Threatening Behavior

Year:

2010

Language:

english

File:

PDF, 70 KB

english, 2010

15

Themes in biomedical natural language processing: BioNLP08

Dina Demner-Fushman, Sophia Ananiadou, K Bretonnel Cohen, John Pestian, Jun'ichi Tsujii, Bonnie Webber

Journal:

BMC Bioinformatics

Year:

2008

Language:

english

File:

PDF, 182 KB

english, 2008

16

Outpatient tonsillectomy and adenoidectomy clinical pathways: an evaluative study

John P. Pestian, Craig S. Derkay, Chris Ritter

Journal:

American Journal of Otolaryngology

Year:

1998

Language:

english

File:

PDF, 472 KB

english, 1998

17

The effects of a pediatric unilateral inguinal hernia clinical pathway on quality and cost

Robert E. Kelly Jr, Andrea Wenger, Charles Horton Jr, Donald Nuss, Daniel P. Croitoru, John P. Pestian

Journal:

Journal of Pediatric Surgery

Year:

2000

Language:

english

File:

PDF, 238 KB

english, 2000

18

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - Neurolinguistic Approach to Vector Representation of Medical Concepts

Duch, Wlodzislaw, Matykiewicz, Pawel, Pestian, John

Year:

2007

Language:

english

File:

PDF, 2.06 MB

english, 2007

19

Improved outcomes for hospitalized asthmatic children using a clinical pathway

Kelly, Cynthia Szelc, Andersen, Charlotte Littelman, Pestian, John P., Wenger, Andrea D., Finch, Albert B., Strope, Gerald L., Luckstead, Eugene F.

Journal:

Annals of Allergy, Asthma & Immunology

Year:

2000

Language:

english

File:

PDF, 191 KB

english, 2000

20

The Reliability of an Epilepsy Treatment Clinical Decision Support System

Shannon Standridge,Robert Faist,John Pestian,Tracy Glauser…

Journal:

Journal of Medical Systems

Year:

2014

Language:

english

File:

PDF, 595 KB

english, 2014

21

[IEEE 2007 IEEE Symposium on Computational Intelligence and Data Mining - Honolulu, HI, USA (2007.03.1-2007.04.5)] 2007 IEEE Symposium on Computational Intelligence and Data Mining - Influence of a priori Knowledge on Medical Document Categorization

Itert, Lukasz, Duch, Wtodzislaw, Pestian, John

Year:

2007

Language:

english

File:

PDF, 9.96 MB

english, 2007

22

Effect of Nebulized Ipratropium on the Hospitalization Rates of Children with Asthma

Qureshi, Faiqa, Pestian, John, Davis, Paris, Zaritsky, Arno

Journal:

Boston Medical and Surgical Journal

Year:

1998

Language:

english

File:

PDF, 95 KB

english, 1998

23

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Investigating the speech characteristics of suicidal adolescents

Scherer, Stefan, Pestian, John, Morency, Louis-Philippe

Year:

2013

Language:

english

File:

PDF, 198 KB

english, 2013

24

Computational Semantics in Clinical Text Supplement

Pestian, John, Pestian, John

Journal:

Biomedical Informatics Insights

Year:

2013

Language:

english

File:

PDF, 301 KB

english, 2013

25

Introductory Editorial

Pestian, John, Snelson, Daniel

Journal:

Biomedical Informatics Insights

Year:

2012

Language:

english

File:

PDF, 281 KB

english, 2012

26

Evaluating the state of the art in coreference resolution for electronic medical records

Uzuner, Ozlem, Bodnari, Andreea, Shen, Shuying, Forbush, Tyler, Pestian, John, South, Brett R

Journal:

Journal of the American Medical Informatics Association

Year:

2012

Language:

english

File:

PDF, 110 KB

english, 2012

27

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Reduced vowel space is a robust indicator of psychological distress: A cross-corpus analysis

Scherer, Stefan, Morency, Louis-Philippe, Gratch, Jonathan, Pestian, John

Year:

2015

Language:

english

File:

PDF, 460 KB

english, 2015

28

[IEEE 2014 IEEE Spoken Language Technology Workshop (SLT) - South Lake Tahoe, NV, USA (2014.12.7-2014.12.10)] 2014 IEEE Spoken Language Technology Workshop (SLT) - Adolescent suicidal risk assessment in clinician-patient interaction: A study of verbal and acoustic behaviors

Venek, Verena, Scherer, Stefan, Morency, Louis-Philippe, Rizzo, Albert, Pestian, John

Year:

2014

Language:

english

File:

PDF, 343 KB

english, 2014

29

A Controlled Trial Using Natural Language Processing to Examine the Language of Suicidal Adolescents in the Emergency Department

Pestian, John P., Grupp-Phelan, Jacqueline, Bretonnel Cohen, Kevin, Meyers, Gabriel, Richey, Linda A., Matykiewicz, Pawel, Sorter, Michael T.

Journal:

Suicide and Life-Threatening Behavior

Year:

2016

Language:

english

File:

PDF, 96 KB

english, 2016

30

THE IMPACT OF PEDIATRIC ASTHMA CLINICAL PATHWAYS ON EMERGENCY ROOM QUALITY AND COSTS

Pestian, John P., Isaacman, Daniel J., Oureshi, Faiqa, Zaritsky, Arno, Littelman-Andersen, Charlotte

Journal:

Pediatric Emergency Care

Year:

1997

File:

PDF, 155 KB

1997

31

Effect of Nebulized Ipratropium on the Hospitalization Rates of Children with Asthma

QURESHI, FAIQA, PESTIAN, JOHN, DAVIS, PARIS, ZARITSKY, ARNO

Journal:

Survey of Anesthesiology

Year:

1999

File:

PDF, 1.32 MB

1999

32

Can a Web-based family problem-solving intervention work for children with traumatic brain injury?

Wade, Shari L., Wolfe, Christopher R., Brown, Tanya Maines, Pestian, John P.

Journal:

Rehabilitation Psychology

Year:

2005

Language:

english

File:

PDF, 289 KB

english, 2005

33

Phenotypes of Rapid Cystic Fibrosis Lung Disease Progression during Adolescence and Young Adulthood

Szczesniak, Rhonda D, Li, Dan, Su, Weiji, Brokamp, Cole, Pestian, John, Seid, Michael, Clancy, John P

Journal:

American Journal of Respiratory and Critical Care Medicine

Year:

2017

Language:

english

File:

PDF, 1.52 MB

english, 2017

34

Sentiment Analysis of Suicide Notes: A Shared Task

Pestian, John P., Matykiewicz, Pawel, Linn-Gust, Michelle, South, Brett, Uzuner, Ozlem, Wiebe, Jan, Cohen, K. Bretonnel, Hurdle, John, Brew, Christopher

Journal:

Biomedical Informatics Insights

Year:

2012

Language:

english

File:

PDF, 926 KB

english, 2012

35

[IEEE 2017 IEEE Healthcare Innovations and Point-of-Care Technologies (HI-POCT) - Bethesda, MD (2017.11.6-2017.11.8)] 2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT) - Early detection of rapid cystic fibrosis disease progression tailored to point of care: A proof-of-principle study

Szczesniak, Rhonda, Brokamp, Cole, Su, Weiji, McPhail, Gary L., Pestian, John, Clancy, John P.

Year:

2017

Language:

english

File:

PDF, 336 KB

english, 2017

36

Does Candidemia Predict Threshold Retinopathy of Prematurity in Extremely Low Birth Weight (≤1,000 g) Neonates?

Giannone, Peter J, Pestian, John, Karlowicz, M G

Journal:

Pediatric Research

Year:

1999

File:

PDF, 70 KB

1999

37

A nonparametric Bayesian method of translating machine learning scores to probabilities in clinical decision support

Connolly, Brian, Cohen, K. Bretonnel, Santel, Daniel, Bayram, Ulya, Pestian, John

Journal:

BMC Bioinformatics

Year:

2017

Language:

english

File:

PDF, 1.40 MB

english, 2017

38

Implementation of Pharmacogenetics at Cincinnati Children's Hospital Medical Center: Lessons Learned Over 14 Years of Personalizing Medicine

Ramsey, Laura B., Prows, Cynthia A., Zhang, Kejian, Saldaña, Shannon N., Sorter, Michael T., Pestian, John P., Wenstrup, Richard J., Vinks, Alexander A., Glauser, Tracy A.

Journal:

Clinical Pharmacology & Therapeutics

Year:

2018

Language:

english

File:

PDF, 349 KB

english, 2018

39

Personalizing Drug Selection Using Advanced Clinical Decision Support

Pestian, John, Spencer, Malik, Matykiewicz, Pawel, Zhang, Kejian, Vinks, Sander, Glauser, Tracy

Journal:

Biomedical Informatics Insights

Year:

2009

File:

PDF, 8.65 MB

2009

40

Investigation of bias in an epilepsy machine learning algorithm trained on physician notes

Wissel, Benjamin D., Greiner, Hansel M., Glauser, Tracy A., Mangano, Francesco T., Santel, Daniel, Pestian, John P., Szczesniak, Rhonda D., Dexheimer, Judith W.

Journal:

Year:

2019

Language:

english

File:

PDF, 405 KB

english, 2019

41

Feasibility and Acceptability of a Telephone-Based Chaplaincy Intervention to Decrease Parental Spiritual Struggle

Betz, John, Szczesniak, Rhonda, Lewis, Katrina, Pestian, Teresa, Bennethum, Amy Simpson, McBride, Judith, Grossoehme, Daniel H.

Journal:

Journal of Religion and Health

Year:

2019

Language:

english

File:

PDF, 749 KB

english, 2019

42

Prospective validation of a machine learning model that uses provider notes to identify candidates for resective epilepsy surgery

Wissel, Benjamin D., Greiner, Hansel M., Glauser, Tracy A., Holland‐Bouley, Katherine D., Mangano, Francesco T., Santel, Daniel, Faist, Robert, Zhang, Nanhua, Pestian, John P., Szczesniak, Rhonda D.,

Journal:

Year:

2019

File:

PDF, 946 KB

2019

43

Dynamic predictive probabilities to monitor rapid cystic fibrosis disease progression

Szczesniak, Rhonda D., Su, Weiji, Brokamp, Cole, Keogh, Ruth H., Pestian, John P., Seid, Michael, Diggle, Peter J., Clancy, John P.

Journal:

Statistics in Medicine

Year:

2019

File:

PDF, 2.23 MB

2019

44

Identifying Epilepsy Psychiatric Comorbidities With Machine Learning

Glauser, Tracy, Santel, Daniel, DelBello, Melissa, Faist, Robert, Toon, Tonia, Clark, Peggy, McCourt, Rachel, Wissel, Benjamin, Pestian, John

Journal:

Acta Neurologica Scandinavica

Year:

2019

File:

PDF, 12.35 MB

2019

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