yusuke1997/dblp-id-title huggingface dataset:
An improved electromagnetism-like mechanism algorithm and its application to the prediction of diabetes mellitus
Natural language processing systems for capturing and standardizing unstructured clinical information: A systematic review
A study of active learning methods for named entity recognition in clinical text
Exploring the Utility of Demographic Data and Vaccination History Data in the Deduplication of Immunization Registry Patient Records
Improving knowledge management through the support of image examination and data annotation using DICOM structured reporting
Leveraging concept-based approaches to identify potential phyto-therapies
δ-Dependency for privacy-preserving XML data publishing
An information technology emphasis in biomedical informatics education
Analysis of longitudinal social media for monitoring symptoms during a pandemic
A Multidatabase ExTRaction PipEline (METRE) for facile cross validation in critical care research
Privacy-preserving record linkage on large real world datasets
ieGENES: A machine learning method for selecting differentially expressed genes in cancer studies
Data mining issues and opportunities for building nursing knowledge
Fuzzy monitoring of in-bed postural changes for the prevention of pressure ulcers using inertial sensors attached to clothing
Domain-specific language models and lexicons for tagging
Complex epilepsy phenotype extraction from narrative clinical discharge summaries
A general framework for time series data mining based on event analysis: Application to the medical domains of electroencephalography and stabilometry
Language models are an effective representation learning technique for electronic health record data
Consistency across the hierarchies of the UMLS Semantic Network and Metathesaurus
Development of reusable logic for determination of statin exposure-time from electronic health records
A lightweight graph neural network to predict long-term mortality in coronary artery disease patients: an interpretable causality-aware approach
Towards generating a patient's timeline: Extracting temporal relationships from clinical notes
A network-theoretic approach for decompositional translation across Open Biological Ontologies
A medical bioinformatics approach for metabolic disorders: Biomedical data prediction, modeling, and systematic analysis
Electronic health records (EHRs) in clinical research and platform trials: Application of the innovative EHR-based methods developed by EU-PEARL
A knowledgebase of the human Alu repetitive elements
Convolutional neural network in proteomics and metabolomics for determination of comorbidity between cancer and schizophrenia
Disambiguation of ambiguous biomedical terms using examples generated from the UMLS Metathesaurus
Technical/Algorithm, Stakeholder, and Society (TASS) barriers to the application of artificial intelligence in medicine: A systematic review
Discovery of functional miRNA-mRNA regulatory modules with computational methods
Applying active learning to assertion classification of concepts in clinical text
On the utility of 3D hand cursors to explore medical volume datasets with a touchless interface
A sensor-based wrist pulse signal processing and lung cancer recognition
Building machine learning models without sharing patient data: A simulation-based analysis of distributed learning by ensembling
CHI: A contemporaneous health index for degenerative disease monitoring using longitudinal measurements
Biosurveillance of emerging biothreats using scalable genotype clustering
Clustering-based methodology for analyzing near-miss reports and identifying risks in healthcare delivery
Learning Bayesian networks from demographic and health survey data
Detection of chromosomal abnormalities using high resolution arrays in clinical cancer research
Dual parallel net: A novel deep learning model for rectal tumor segmentation via CNN and transformer with Gaussian Mixture prior
Reflective Random Indexing and indirect inference: A scalable method for discovery of implicit connections
Information system end-user satisfaction and continuance intention: A unified modeling approach
The Reliability Issue of Computer-Aided Breast Cancer Diagnosis
A convolutional route to abbreviation disambiguation in clinical text
Effective drug-allergy checking: methodological and operational issues
Evaluating an information theoretic approach for selecting multimodal data fusion methods
Gene name identification and normalization using a model organism database
Semantic mappings and locality of nursing diagnostic concepts in UMLS
ALLERDET: A novel web app for prediction of protein allergenicity
Inter-patient distance metrics using SNOMED CT defining relationships
DMET-Miner: Efficient discovery of association rules from pharmacogenomic data
Examining implementation outcomes in health information exchange systems: A scoping review
A random forest method with feature selection for developing medical prediction models with clustered and longitudinal data
Time-Frequency Analysis of the RT and RR Variability to Stratify Hypertrophic Cardiomyopathy Patients
Evaluating common data models for use with a longitudinal community registry
APLUS: A Python library for usefulness simulations of machine learning models in healthcare
Process mining-driven analysis of COVID-19's impact on vaccination patterns
Serious games for rehabilitation: Gestural interaction in personalized gamified exercises through a recommender system
Automatic prediction of coronary artery disease from clinical narratives
Enhancing data quality in medical concept normalization through large language models
Definitions to data flow: Operationalizing MIABIS in HL7 FHIR
Integrating differential expression, co-expression and gene network analysis for the identification of common genes associated with tumor angiogenesis deregulation
Incorporating personalized gene sequence variants, molecular genetics knowledge, and health knowledge into an EHR prototype based on the Continuity of Care Record standard
Disease Management Research Using Event Graphs
Validation by simulation of a clinical trial model using the standardized mean and variance criteria
Fuzzy-probabilistic multi agent system for breast cancer risk assessment and insurance premium assignment
A hybrid of whale optimization and late acceptance hill climbing based imputation to enhance classification performance in electronic health records
Evaluating accuracy and fairness of clinical decision support algorithms when health care resources are limited
Empirical distributional semantics: Methods and biomedical applications
Heterogeneity in clinical research data quality monitoring: A national survey
Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU
Lifetime trajectory simulation of chronic disease progression and comorbidity development
Cross-registry neural domain adaptation to extract mutational test results from pathology reports
Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer
MDD-MARF: a multimodal depression detection model based on multi-level attention mechanism and residual fusion
Abuse detection in healthcare insurance with disease-treatment network embedding
Special issue on learning from multiple data sources for decision making in health care
Monitoring behavioral symptoms of dementia using activity trackers
Dynamic deformable attention network (DDANet) for COVID-19 lesions semantic segmentation
Cognition and measurement in patient safety research
A multifaceted approach to drug-drug interaction extraction with fusion strategies
Integrated analysis for electronic health records with structured and sporadic missingness
Performances of Hill-Type and Neural Network Muscle Models - Toward a Myosignal-Based Exoskeleton
Intelligent therapeutic decision support for 30 days readmission of diabetic patients with different comorbidities
GOClonto: An ontological clustering approach for conceptualizing PubMed abstracts
Chronic disease modeling and simulation software
Ethical, legal and social issues for personal health records and applications
Networked medical data sharing on secure medium - A web publishing mode for DICOM viewer with three layer authentication
An efficient statistical feature selection approach for classification of gene expression data
Accurate pattern-based extraction of complex Gleason score expressions from pathology reports
Automatic detection of COVID-19 vaccine misinformation with graph link prediction
Analyzing structural changes in SNOMED CT's Bacterial infectious diseases using a visual semantic delta
Mass data exploration in oncology: An information synthesis approach
User-centered design of a web-based crowdsourcing-integrated semantic text annotation tool for building a mental health knowledge base
An ontology-based measure to compute semantic similarity in biomedicine
Process mining in healthcare: A literature review
Medical diagnosis of atherosclerosis from Carotid Artery Doppler Signals using principal component analysis (PCA), k-NN based weighting pre-processing and Artificial Immune Recognition System (AIRS)
Personalization in biomedical-informatics: Methodological considerations and recommendations
Medical concept normalization in French using multilingual terminologies and contextual embeddings
Behaviour recommendations with a deep learning model and genetic algorithm for health debt characterisation
A comparison of evaluation metrics for biomedical journals, articles, and websites in terms of sensitivity to topic
Abstraction of complex concepts with a refined partial-area taxonomy of SNOMED
Artifacts and collaborative work in healthcare: methodological, theoretical, and technological implications of the tangible
Predicting severe clinical events by learning about life-saving actions and outcomes using distant supervision
Hematopoietic cell types: Prototype for a revised cell ontology
Introduction: International Medical Informatics Association Working Group 6 and the 2005 Rome Conference
A robust phenotype-driven likelihood ratio analysis approach assisting interpretable clinical diagnosis of rare diseases
The cost of quality: Implementing generalization and suppression for anonymizing biomedical data with minimal information loss
Modeling the acceptance of clinical information systems among hospital medical staff: An extended TAM model
Health information technology adoption: Understanding research protocols and outcome measurements for IT interventions in health care
Data management plans: the missing perspective
KEBLM: Knowledge-Enhanced Biomedical Language Models
Temporal relation discovery between events and temporal expressions identified in clinical narrative
Patient ranking with temporally annotated data
Supporting capacity management decisions in healthcare using data-driven process simulation
A practical guide to usability questionnaires that evaluate clinicians' perceptions of health information technology
Evaluation of the draft international standard for a reference terminology model for nursing actions
Investigating voice as a biomarker: Deep phenotyping methods for early detection of Parkinson's disease
Automated curation of gene name normalization results using the Konstanz information miner
Precedence Temporal Networks to represent temporal relationships in gene expression data
An ontological knowledge framework for adaptive medical workflow
Taming vision transformers for clinical laryngoscopy assessment
Learning entity-oriented representation for biomedical relation extraction
Temporal data analytics
Predicting Alzheimer's Disease from Spoken and Written Language Using Fusion-Based Stacked Generalization
Project HealthDesign: Rethinking the power and potential of personal health records
Mobile-health: A review of current state in 2015
Combining Semantic Web technologies with Multi-Agent Systems for integrated access to biological resources
Developing a sampling method and preliminary taxonomy for classifying COVID-19 public health guidance for healthcare organizations and the general public
Tentative renderings: Describing local data infrastructures that support the implementation and evaluation of national evaluation Initiatives
Classification of forensic autopsy reports through conceptual graph-based document representation model
Fusion of sequential visits and medical ontology for mortality prediction
Hypothesis-driven modeling of the human lung-ventilator system: A characterization tool for Acute Respiratory Distress Syndrome research
StepAdd: A personalized mHealth intervention based on social cognitive theory to increase physical activity among type 2 diabetes patients
Wikidata: A large-scale collaborative ontological medical database
Automatic categorization of self-acknowledged limitations in randomized controlled trial publications
A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set
A systematic review of computational approaches to understand cancer biology for informed drug repurposing
Context-driven automatic subgraph creation for literature-based discovery
The caBIG terminology review process
MPM: A knowledge-based functional model of medical practice
Prioritization of candidate disease genes by combining topological similarity and semantic similarity
Benchmarking deep learning models on large healthcare datasets
The genomic CDS sandbox: An assessment among domain experts
A novel semantic representation for eligibility criteria in clinical trials
Understanding the information needs of public health practitioners: A literature review to inform design of an interactive digital knowledge management system
Evaluation of preprocessing techniques for chief complaint classification
A human-computer collaborative approach to identifying common data elements in clinical trial eligibility criteria
Evaluation of a pulmonary graphical display in the medical intensive care unit: An observational study
Privacy-preserving matching of similar patients
Network-based target ranking for polypharmacological therapies
Comparison of two heuristic evaluation methods for evaluating the usability of health information systems
Deduplicating the FDA adverse event reporting system with a novel application of network-based grouping
A six stage approach for the diagnosis of the Alzheimer's disease based on fMRI data
HPIminer: A text mining system for building and visualizing human protein interaction networks and pathways
Improving broad-coverage medical entity linking with semantic type prediction and large-scale datasets
Statistical disclosure control architectures for patient records in biomedical information systems
Mining heart disease risk factors in clinical text with named entity recognition and distributional semantic models
Algorithm for haplotype resolution and block partitioning for partial XOR-genotype data
Ischemic stroke: Process perspective, clinical and profile characteristics, and external factors
Utilization of geospatial distribution in the measurement of study cohort representativeness
Algorithmic and user study of an autocompletion algorithm on a large medical vocabulary
Letter to the Editor: Sampling rate and heart rate variability: On metrics and health outcomes
Data summarization method for chronic disease tracking
HEARTEN KMS - A knowledge management system targeting the management of patients with heart failure
Incorporating multi-level CNN and attention mechanism for Chinese clinical named entity recognition
Bridging gaps in handoffs: A continuity of care based approach
Qualitative evaluation of health information exchange efforts
The Neighborhood Auditing Tool: A hybrid interface for auditing the UMLS
Development of a somatic variant registry in a National Cancer Center: towards Molecular Real World Data preparedness
Benchmarking relief-based feature selection methods for bioinformatics data mining
Comparing and combining chunkers of biomedical text
Querying semantic catalogues of biomedical databases
The joint summits on translational science: Crossing the translational chasm
A novel framework for biomedical entity sense induction
Evaluating user interactions with clinical information systems: A model based on human-computer interaction models
De-identification of clinical notes in French: towards a protocol for reference corpus development
Data-driven overdiagnosis definitions: A scoping review
Explainable artificial intelligence in high-throughput drug repositioning for subgroup stratifications with interventionable potential
Bioinformatics integration and agent technology
Taxonomy of hybrid architectures involving rule-based reasoning and machine learning in clinical decision systems: A scoping review
Challenges and solutions to employing natural language processing and machine learning to measure patients' health literacy and physician writing complexity: The ECLIPPSE study
A probabilistic model for co-occurrence analysis in bibliometrics
MyMediHealth - Designing a next generation system for child-centered medication management
Unsupervised discovery of clinical disease signatures using probabilistic independence
Informing the design of clinical decision support services for evaluation of children with minor blunt head trauma in the emergency department: A sociotechnical analysis
A scoping review on multimodal deep learning in biomedical images and texts
Text summarization in the biomedical domain: A systematic review of recent research
CLEAR: A vision to support clinical evidence lifecycle with continuous learning
A conceptual framework for external validity
Search like an expert: Reducing expertise disparity using a hybrid neural index for COVID-19 queries
Translational cognition for decision support in critical care environments: A review
Applying semantic-based probabilistic context-free grammar to medical language processing - A preliminary study on parsing medication sentences
Process mining for healthcare: Characteristics and challenges
Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV
Detecting hedge cues and their scope in biomedical text with conditional random fields
Pre-launch evaluation checklist for online health-promoting communities
Visual-linguistic Diagnostic Semantic Enhancement for medical report generation
DyKOSMap: A framework for mapping adaptation between biomedical knowledge organization systems
Usability of a novel clinician interface for genetic results
Bridging the gap between biological and clinical informatics in a graduate training program
An interpretable natural language processing system for written medical examination assessment
A biological continuum based approach for efficient clinical classification
A tiered approach is more cost effective than traditional pharmacist-based review for classifying computer-detected signals as adverse drug events
Adaptive semi-supervised recursive tree partitioning: The ART towards large scale patient indexing in personalized healthcare
Graph embedding-based link prediction for literature-based discovery in Alzheimer's Disease
Learning Bayesian networks from survival data using weighting censored instances
Drug target identification in sphingolipid metabolism by computational systems biology tools: Metabolic control analysis and metabolic pathway analysis
Utilizing shared frailty with the Cox proportional hazards regression: Post discharge survival analysis of CHF patients
Private predictive analysis on encrypted medical data
Temporal phenotyping for transitional disease progress: An application to epilepsy and Alzheimer's disease
LLM-DQR: Large language model-based automated generation of data quality rules for electronic health records
Deep learning prediction of motor performance in stroke individuals using neuroimaging data
Relevance feedback for enhancing content based image retrieval and automatic prediction of semantic image features: Application to bone tumor radiographs
A fuzzy-based framework for diagnosing esophageal mobility disorder using high-resolution manometry
Combining data and meta-analysis to build Bayesian networks for clinical decision support
Supervised methods for symptom name recognition in free-text clinical records of traditional Chinese medicine: An empirical study
Semi-supervised clinical text classification with Laplacian SVMs: An application to cancer case management
IntelliHealth: A medical decision support application using a novel weighted multi-layer classifier ensemble framework
A goal-oriented framework for specifying clinical guidelines and handling medical errors
Multimodal model with text and drug embeddings for adverse drug reaction classification
Predicting potential palliative care beneficiaries for health plans: A generalized machine learning pipeline
Development and classification of a robust inventory of near real-time outcome measurements for assessing information technology interventions in health care
Publishing data from electronic health records while preserving privacy: A survey of algorithms
ModEx: A text mining system for extracting mode of regulation of transcription factor-gene regulatory interaction
Automatic detection of patients with invasive fungal disease from free-text computed tomography (CT) scans
Discovering prescription patterns in pediatric acute-onset neuropsychiatric syndrome patients
Revealing structures in narratives: A mixed-methods approach to studying interdisciplinary handoff in critical care
Health Information Exchange (HIE): A literature review, assimilation pattern and a proposed classification for a new policy approach
Health IT vendors and the academic community: The 2014 ACMI debate
A Decentralized Multichannel Length Transformation Algorithm and Its Parallel Implementation for Real-Time ECG Monitoring
Towards knowledge-based gene expression data mining
Enabling enrichment analysis with the Human Disease Ontology
Sex, obesity, diabetes, and exposure to particulate matter among patients with severe asthma: Scientific insights from a comparative analysis of open clinical data sources during a five-day hackathon
An empirical approach to model selection through validation for censored survival data
Modeling repeated measurements data using the multilevel Bayesian network: A case of child morbidity
Speculation detection for Chinese clinical notes: Impacts of word segmentation and embedding models
Considerations for using predictive models that include race as an input variable: The case study of lung cancer screening
Consensus and Meta-analysis regulatory networks for combining multiple microarray gene expression datasets
Regular expression-based learning to extract bodyweight values from clinical notes
Independent component analysis: Mining microarray data for fundamental human gene expression modules
Publication bias in clinical trials of electronic health records
BING: Biomedical informatics pipeline for Next Generation Sequencing
Readmission prediction using deep learning on electronic health records
DAS-DDI: A dual-view framework with drug association and drug structure for drug-drug interaction prediction
Semantic similarity estimation in the biomedical domain: An ontology-based information-theoretic perspective
Hybrid collaborative filtering methods for recommending search terms to clinicians
Adverse drug reaction detection on social media with deep linguistic features
Facegram - Objective quantitative analysis in facial reconstructive surgery
Evaluation and selection of open-source EMR software packages based on integrated AHP and TOPSIS
Learning end-to-end patient representations through self-supervised covariate balancing for causal treatment effect estimation
A chronic disease dietary consultation system using OWL-based ontologies and semantic rules
iGAS: A framework for using electronic intraoperative medical records for genomic discovery
How do others cope? Extracting coping strategies for adverse drug events from social media
Unsupervised detection and analysis of changes in everyday physical activity data
Publication, discovery and interoperability of Clinical Decision Support Systems: A Linked Data approach