Diagnosis code assignment: models and evaluation metrics [PDF]
Journal of the American Medical Informatics Association: JAMIA, 2014 The volume of healthcare data is growing rapidly with the adoption of health information technology. We focus on automated ICD9 code assignment from discharge summary content and methods for evaluating such assignments.We study ICD9 diagnosis codes and discharge summaries from the publicly available Multiparameter Intelligent Monitoring in Intensive ...
Adler Perotte +2 more
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Are Patients With an International Classification of Diseases, 10th Edition Discharge Diagnosis Code for Sepsis Different in Regard to Demographics and Outcome Variables When Comparing Those With Sepsis Only to Those Also Diagnosed With COVID-19 or Those With a COVID-19 Diagnosis Alone? [PDF]
Critical Care Explorations, 2023 OBJECTIVES:. We analyzed whether patients with the International Classification of Diseases, 10th Edition (ICD-10) discharge diagnosis code for sepsis are different in regard to demographics and outcome variables when comparing those with sepsis only to ...
David F. Gaieski, MD +3 more
doaj +2 more sources
Applying Deep Learning Model to Predict Diagnosis Code of Medical Records
Diagnostics, 2023 The International Classification of Diseases (ICD) code is a diagnostic classification standard that is frequently used as a referencing system in healthcare and insurance.
Jakir Hossain Bhuiyan Masud +4 more
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Positive Predictive Value of the ICD-10 Diagnosis Code for Long-COVID [PDF]
Clinical Epidemiology, 2022 Lærke Storgaard Duerlund,1 Shakil Shakar,2 Henrik Nielsen,1 Jacob Bodilsen1 1Department of Infectious Diseases, Aalborg University Hospital, Aalborg, Denmark; 2The Department of Medicine, Regionshospitalet Nordjylland Hjørring, Hjørring ...
Duerlund LS +3 more
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Incorporating medical code descriptions for diagnosis prediction in healthcare
BMC Medical Informatics and Decision Making, 2019 Background Diagnosis aims to predict the future health status of patients according to their historical electronic health records (EHR), which is an important yet challenging task in healthcare informatics. Existing diagnosis prediction approaches mainly
Fenglong Ma +6 more
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Postal Code Diagnosis and Treatment of Sleep Apnea [PDF]
Canadian Respiratory Journal, 2010 The Lung Centre, Vancouver, British Columbia Correspondence: Dr John A Fleetham, The Lung Centre, 7th Floor, 2775 Laurel Street, Vancouver, British Columbia V5Z 1M9. Telephone 604-875-5653, fax 604-875-5587, e-mail john.fleetham@vch.ca In the current issue of the Canadian Respiratory Journal, Rotenberg et al (1) (pages 170-174) report data from a ...
John A Fleetham
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A Validation Study of the Danish ICD-10 Diagnosis Code K75.0 for Pyogenic Liver Abscess [PDF]
Clinical EpidemiologyMargarita Dudina,1,2 Kirstine Kobberøe Søgaard,1,3 Søren Schou Olesen,3,4 Hans Linde Nielsen1,3 1Department of Clinical Microbiology, Aalborg University Hospital, Aalborg, 9000, Denmark; 2Department of Clinical Microbiology, Aarhus University Hospital ...
Dudina M +3 more
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Use of the Postacute Sequelae of COVID-19 Diagnosis Code in Routine Clinical Practice in the US
JAMA Network Open, 2022 Leah J McGrath +2 more
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Uptake and Accuracy of the Diagnosis Code for COVID-19 Among US Hospitalizations
JAMA - Journal of the American Medical Association, 2020 Sameer S Kadri, Sarah Warner, Zhun Cao
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Leveraging Language Models for Inpatient Diagnosis Coding
Applied Sciences, 2023 Medical coding plays an essential role in medical billing, health resource planning, clinical research and quality assessment. Automated coding systems offer promising solutions to streamline the coding process, improve accuracy and reduce the burden on ...
Kerdkiat Suvirat +3 more
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