Information Technology

Latest AI and machine learning research in information technology for healthcare professionals.

4,571 articles

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Showing 1324-1344 of 4,571 articles

Significant shared heritability underlies suicide attempt and clinically predicted probability of attempting suicide.

Suicide accounts for nearly 800,000 deaths per year worldwide with rates of both deaths and attempts...

Jan 2019 30610202

Artificial intelligence-based decision-making for age-related macular degeneration.

Artificial intelligence (AI) based on convolutional neural networks (CNNs) has a great potential to ...

Jan 2019 30662564

Quantitative analysis of manual annotation of clinical text samples.

BACKGROUND: Semantic interoperability of eHealth services within and across countries has been the m...

Dec 2018 30654902

Automated data extraction and ensemble methods for predictive modeling of breast cancer outcomes after radiation therapy.

PURPOSE: The purpose of this study was to compare the effectiveness of ensemble methods (e.g., rando...

Dec 2018 30499597

EHR phenotyping via jointly embedding medical concepts and words into a unified vector space.

BACKGROUND: There has been an increasing interest in learning low-dimensional vector representations...

Dec 2018 30537974

Ascertaining Depression Severity by Extracting Patient Health Questionnaire-9 (PHQ-9) Scores from Clinical Notes.

The Patient Health Questionnaire-9 (PHQ-9) is a validated instrument for assessing depression severi...

Dec 2018 30815052

Generalized Extraction and Classification of Span-Level Clinical Phrases.

Much of the critical information in a patient's electronic health record (EHR) is hidden in unstruct...

Dec 2018 30815058

Optimizing Corpus Creation for Training Word Embedding in Low Resource Domains: A Case Study in Autism Spectrum Disorder (ASD).

Automating the extraction of behavioral criteria indicative of Autism Spectrum Disorder (ASD) in ele...

Dec 2018 30815091

Standardizing Heterogeneous Annotation Corpora Using HL7 FHIR for Facilitating their Reuse and Integration in Clinical NLP.

Manually annotated clinical corpora are commonly used as the gold standards for the training and eva...

Dec 2018 30815098

Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity.

Accurate image-based medical diagnosis relies upon adequate image quality and clarity. This has impo...

Dec 2018 30815164

Assessing Information Congruence of Documented Cardiovascular Disease between Electronic Dental and Medical Records.

Dentists are more often treating patients with Cardiovascular Diseases (CVD) in their clinics; there...

Dec 2018 30815189

Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System.

Poor electronic medical record (EMR) usability is detrimental to both clinicians and patients. A bet...

Dec 2018 30815109

Identifying Cases of Metastatic Prostate Cancer Using Machine Learning on Electronic Health Records.

Cancer stage is rarely captured in structured form in the electronic health record (EHR). We evaluat...

Dec 2018 30815195

Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, single-site study.

BACKGROUND: Pythia is an automated, clinically curated surgical data pipeline and repository housing...

Nov 2018 30481172

Machine learning model combining features from algorithms with different analytical methodologies to detect laboratory-event-related adverse drug reaction signals.

BACKGROUND: The importance of identifying and evaluating adverse drug reactions (ADRs) has been wide...

Nov 2018 30462745

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