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Enrich classifications in psychiatry with textual data: an ontology for psychiatry including social concepts

Marion Richard, Xavier Aimé, Marie-Odile Krebs, Jean Charlet
2015 Studies in Health Technology and Informatics  
We propose a modular approach to develop an ontology of psychiatry, ONTOPSYCHIA, based on Patient Discharges Summaries (PDS) and divided into three modules (i.e. social, mental disorders and treatments  ...  We decided to take into account the social aspects of the patient life described in PDS to consider information such as family history, social environment or education.  ...  The use of ONTOPSYCHIA, associated with dedicated tools, will allow (1) to perform semantic research in Patient Discharges Summary (PDS), (2) to represent the comorbidity, (3) to index PDS for the constitution  ... 
pmid:25991135 fatcat:4rlniskrczebvg6fx6nkl4c6z4

Enhancing IHE XDS for Federated Clinical Affinity Domain Support

Asuman Dogac, Gokce B. Laleci, Thomas Aden, Marco Eichelberg
2007 IEEE Transactions on Information Technology in Biomedicine  
However, since patients expect their records to follow them as they move from one clinical affinity domain to another, there is a need for affinity domains to be federated to enable information exchange  ...  Furthermore we describe a patient identification protocol that eliminates the need to keep a master patient index file for the federation.  ...  classifying a Submission Set with an External Classification Fig. 5 . 5 An Example XDS SQL Query to retrieve all discharge summaries for a patient IV.  ... 
doi:10.1109/titb.2006.874928 pmid:17390991 fatcat:pp5xfs7qpjdyzpypeujjdc3jke

Page 408 of Psychological Abstracts Vol. 52, Issue 2 [page]

1974 Psychological Abstracts  
—Considers depersonalization as a loss of identity with the self (i.e., an alteration of the logical and ontological axiom of identity).  ...  (French & German summaries) (15 ref)}—English 3195. Leonard, C. V. (U. California, Center for the Health Sciences, Los Angeles) Self-ratings of alienation in suicidal patients.  ... 

Hard for humans, hard for machines: predicting readmission after psychiatric hospitalization using narrative notes

William Boag, Olga Kovaleva, Thomas H. McCoy, Anna Rumshisky, Peter Szolovits, Roy H. Perlis
2021 Translational Psychiatry  
We developed multiple models to predict 180-day readmission for these admissions based on features derived from narrative discharge summaries, augmented by baseline sociodemographic and clinical features  ...  Baseline models using demographic features for prediction achieved an area under the curve (AUC) of 0.675 [95% CI 0.674–0.676] on an independent testing set, while language-based models also incorporating  ...  The data mart also included all narrative discharge summaries. In total, we analyzed 5076 health records, 75 of which were randomly sampled from the test split for our human prediction study.  ... 
doi:10.1038/s41398-020-01104-w pmid:33431794 fatcat:pnnatpf4cvcnjkduayokvluz6y

Documentation of delirium in the VA electronic health record

Carol Hope, Nicollete Estrada, Charlene Weir, Chia-Chen Teng, Kavitha Damal, Brian C Sauer
2014 BMC Research Notes  
When excluding MHC team notes, delirium was documented for 5 of the 25 patients (one reported case in a physician's note, four in discharge summaries). Delirium was ICD-9 Coded for 7 of the 25 cases.  ...  Signs and symptoms associated with delirium were characterized in 8 physician notes, 11 discharge summaries, and 14 nursing notes, accounting for 16 of the 25 cases with identified delirium.  ...  The DMHC is an interdisciplinary team consisting of representatives from Psychiatry, Psychology and Clinical Pharmacy departments and uses a consult-liaison model to provide mental health services to hospitalized  ... 
doi:10.1186/1756-0500-7-208 pmid:24708799 pmcid:PMC3985575 fatcat:fifcneezmjcsjllvbqzarbysxe

Clinical MetaData ontology: a simple classification scheme for data elements of clinical data based on semantics

Hye Hyeon Kim, Yu Rang Park, Kye Hwa Lee, Young Soo Song, Ju Han Kim
2019 BMC Medical Informatics and Decision Making  
We applied high-level integrative modeling of entire clinical documents from real-world practice to create the Clinical MetaData Ontology (CMDO) for the appropriate classification and integration of CDEs  ...  The increasing use of common data elements (CDEs) in numerous research projects and clinical applications has made it imperative to create an effective classification scheme for the efficient management  ...  For example, an admission note and discharge summary may share many CDEs such as the chief complaint, present illness, and past history, making them structurally similar but with very different administrative  ... 
doi:10.1186/s12911-019-0877-x pmid:31429750 pmcid:PMC6701018 fatcat:mv5r7claxzhqhhlzl263rpjoqy

Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining

Khader Shameer, M. Mercedes Perez-Rodriguez, Roy Bachar, Li Li, Amy Johnson, Kipp W. Johnson, Benjamin S. Glicksberg, Milo R. Smith, Ben Readhead, Joseph Scarpa, Jebakumar Jebakaran, Patricia Kovatch (+6 others)
2018 BMC Medical Informatics and Decision Making  
Worldwide, over 14% of individuals hospitalized for psychiatric reasons have readmissions to hospitals within 30 days after discharge.  ...  To implement individualized interventions, it is necessary to predict those individuals at highest risk for 30-day readmission.  ...  Funding This work and publication cost was supported by a grant from the National Institutes of Health, National Center for Advancing Translational Sciences (NCATS), Clinical and Translational Science  ... 
doi:10.1186/s12911-018-0653-3 pmid:30255805 pmcid:PMC6156906 fatcat:3hgnejoiojhy7kzjsbuddrh4hy

Extracting Concepts Related to Homelessness from the Free Text of VA Electronic Medical Records

Adi V Gundlapalli, Marjorie E Carter, Guy Divita, Shuying Shen, Miland Palmer, Brett South, B S Begum Durgahee, Andrew Redd, Matthew Samore
2014 AMIA Annual Symposium Proceedings  
A corpus of free text documents from outpatient encounters was reviewed to create the reference standard for NLP training and testing.  ...  With a positive predictive value of 77% for extracting relevant concepts, this study demonstrates the feasibility of extracting positively asserted concepts related to homelessness from the free text of  ...  We would like to express our gratitude to the administration and staff of the VA Informatics and Computing Infrastructure (VINCI) for their support of our project.  ... 
pmid:25954364 pmcid:PMC4419940 fatcat:73gwq2ugcrdkjhnydi3j63pr44

A Multidisciplinary Smartphone-Based Application to Empower Patients with Acute Coronary Syndromes: A Qualitative Study on Healthcare Providers� Perspectives (Preprint)

Nazli Bashi, Hamed Hassanzadeh, Marlien Varnfield, Yong Wee, Darren Walters, Mohanraj Karunanithi
2018 JMIR Cardio  
The qualitative data were analyzed according to relevant themes extracted from the focus group transcription, using a qualitative description software program (NVivo 11) and an ontology-based concept mapping  ...  health outcomes following discharge from hospital.  ...  Acknowledgments The authors wish to thank participants from the Department of Cardiology, TPCH, and Mrs. Maria Podger, the Nursing Director of TPCH, for organizing the session.  ... 
doi:10.2196/10183 pmid:31758781 pmcid:PMC6834227 fatcat:jpwbjhrh7zejtbvovrrxdzi63i

Simulating expert clinical comprehension: Adapting latent semantic analysis to accurately extract clinical concepts from psychiatric narrative

Trevor Cohen, Brett Blatter, Vimla Patel
2008 Journal of Biomedical Informatics  
Latent Semantic Analysis is used to generate a semantic space from which meaningful associations between psychiatric terms are derived.  ...  This manuscript presents cognitively motivated methodology for the simulation of expert ability to organize relevant findings supporting intermediate diagnostic hypotheses.  ...  Acknowledgments This research was supported by a grant from the US National Library of Medicine (R01 LM07894) to Vimla Patel. We thank the clinicians who generously gave their time for our study.  ... 
doi:10.1016/j.jbi.2008.03.008 pmid:18455483 pmcid:PMC2676792 fatcat:7cjownsvonarpibaqmviiq3n34

A Bibliometric Analysis of the Development of ICD-11 in Medical Informatics

Donghua Chen, Runtong Zhang, Hongmei Zhao, Jiayi Feng
2019 Journal of Healthcare Engineering  
The International Classification of Diseases (ICD), which is used to group and report health conditions and factors, provides a basis for healthcare statistics.  ...  First, over 4000 ICD-related papers spanning the 30-year period are retrieved from the Web of Science database.  ...  of coders from the medical record department. ese coders can code the summary of diagnosis in electronic health records after patient discharge.  ... 
doi:10.1155/2019/1649363 pmid:31949889 pmcid:PMC6944963 fatcat:e7mrl6izqncipfbhqkh4cxisjy

Healthcare Applications of Artificial Intelligence and Analytics: A Review and Proposed Framework

Sabrina Azzi, Stéphane Gagnon, Alex Ramirez, Gregory Richards
2020 Applied Sciences  
AI combined to analytics technologies is increasingly changing medical practice and healthcare in an impressive way using efficient algorithms from various branches of information technology (IT).  ...  patient needs in various healthcare contexts, especially for chronic care patients, who present the most complex comorbidities and care needs.  ...  The authors improved an existing ontology-based system (PREDOSE for PREscription Drug abuse Online Surveillance and Epidemiology) in which the objective was to extract the relevant knowledge from websites  ... 
doi:10.3390/app10186553 doaj:b03bcc6944824d55825a0d6daa7f3459 fatcat:vztt35io3nhefml6ljsgmtebj4

Critical Friends: Anti-psychiatry and Clinical Psychology [chapter]

Tom Burns, John Hall
2021 Mind, State and Society  
This resulted in the 1959 Mental Health Act and also mandated social services spending on discharged patients.  ...  The Percy Commission was established in 1957 to enquire into the care of mentally ill and learning disabled patients.  ...  Acknowledgements Parts of this chapter were published in Lancet Psychiatry in 2020 to mark sixty years since the publication of Laing's The Divided Self. 30 tes  ... 
doi:10.1017/9781911623793.022 fatcat:b27havg6tjcwvfcz4wdbhdgf7u

What is the Lived Experience of Being Discharged From a Psychiatric Inpatient Stay?

Anna Redding, Nick Maguire, George Johnson, Tess Maguire
2017 Community mental health journal  
The second part of the thesis contains a qualitative research study, which aimed to provide an understanding of how individuals with a mental illness described their experiences of being discharged from  ...  Interpretative Phenomenological Analysis (IPA) was used to analyse interviews from eight individuals who had been discharged within the last three years.  ...  These themes are intrinsically linked, for example it is impossible to separate an individual's experience of discharge from their self-beliefs.  ... 
doi:10.1007/s10597-017-0092-0 pmid:28150079 fatcat:kqk7wr27djc7pevogu4yfm2h6e

Uncertainty work as ontological negotiation: adjudicating access to therapy in clinical psychology

Martyn Pickersgill
2019 Sociology of Health and Illness  
psychologists involve negotiations of patient, service and professional ontologies.  ...  Thereafter, they must decide whether a patient is suitable for their service - and for therapy more generally.  ...  Acknowledgements I am grateful to all of the busy clinicians who gave up their time to speak with me for this research.  ... 
doi:10.1111/1467-9566.13029 pmid:31769615 fatcat:ynfxqsy3vvclvedsqcfhdeabam
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