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Author Details
Full Name
Hercules Dalianis
Affiliation
Stockholm University
ORCID
Career Start Year
1990
Papers
28
H Index
9
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
37474597
Predicting sepsis onset using a machine learned causal probabilistic network algorithm based on electronic health records data.
Sci Rep
2023
34406170
Peripheral Oxygen Saturation Facilitates Assessment of Respiratory Dysfunction in the Sequential Organ Failure Assessment Score With Implications for the Sepsis-3 Criteria.
Crit Care Med
2022
35346854
Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish.
J Biomed Inform
2022
36310782
The accuracy of fully automated algorithms for surveillance of healthcare-onset <i>Clostridioides difficile</i> infections in hospitalized patients.
Antimicrob Steward Healthc Epidemiol
2022
33548370
The accuracy of fully automated algorithms for surveillance of healthcare-associated urinary tract infections in hospitalized patients.
J Hosp Infect
2021
32570364
De-Identifying Swedish EHR Text Using Public Resources in the General Domain.
Stud Health Technol Inform
2020
32029574
Validation of automated sepsis surveillance based on the Sepsis-3 clinical criteria against physician record review in a general hospital population: observational study using electronic health records data.
BMJ Qual Saf
2020
32696698
Natural language processing and machine learning to enable automatic extraction and classification of patients' smoking status from electronic medical records.
Ups J Med Sci
2020
30232926
Knowledge patterns for online health portal development.
Health Informatics J
2019
27496862
Detecting hospital-acquired infections: A document classification approach using support vector machines and gradient tree boosting.
Health Informatics J
2018
29602312
Clinical Natural Language Processing in languages other than English: opportunities and challenges.
J Biomed Semantics
2018
28526460
Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora.
J Biomed Inform
2017
28423786
Prevalence Estimation of Protected Health Information in Swedish Clinical Text.
Stud Health Technol Inform
2017
29295123
Detecting Protected Health Information in Heterogeneous Clinical Notes.
Stud Health Technol Inform
2017
27459846
Ensembles of randomized trees using diverse distributed representations of clinical events.
BMC Med Inform Decis Mak
2016
26099575
Louhi 2014: Special issue on health text mining and information analysis.
BMC Med Inform Decis Mak
2015
26293867
Recent Advances in Clinical Natural Language Processing in Support of Semantic Analysis.
Yearb Med Inform
2015
26291578
Identifying adverse drug event information in clinical notes with distributional semantic representations of context.
J Biomed Inform
2015
26958270
Finding Cervical Cancer Symptoms in Swedish Clinical Text using a Machine Learning Approach and NegEx.
AMIA Annu Symp Proc
2015
24508177
Automatic recognition of disorders, findings, pharmaceuticals and body structures from clinical text: an annotation and machine learning study.
J Biomed Inform
2014
24556644
Cue-based assertion classification for Swedish clinical text--developing a lexicon for pyConTextSwe.
Artif Intell Med
2014
23920923
Using text prediction for facilitating input and improving readability of clinical text.
Stud Health Technol Inform
2013
21893811
Factuality levels of diagnoses in Swedish clinical text.
Stud Health Technol Inform
2011
21992572
Characteristics of Finnish and Swedish intensive care nursing narratives: a comparative analysis to support the development of clinical language technologies.
J Biomed Semantics
2011
21992545
Louhi 2010: Special issue on Text and Data Mining of Health Documents.
J Biomed Semantics
2011
20618985
De-identifying Swedish clinical text - refinement of a gold standard and experiments with Conditional random fields.
J Biomed Semantics
2010
19482543
Developing a standard for de-identifying electronic patient records written in Swedish: precision, recall and F-measure in a manual and computerized annotation trial.
Int J Med Inform
2009
2278793
A computer-based system for measurements and analyses in radiology.
Acta Radiol
1990
1 - 28 of 28
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row(s) 1 - 30 of 30
Collaborators
Aron Henriksson
Stockholm University
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Karolinska Institutet
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John Karlsson Valik
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Vitaly Herasevich
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Ewa Aufwerber
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Umea University
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Brian E Chapman
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