yusuke1997/dblp-id-title huggingface dataset:
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition
MedicalGLM: A Pediatric Medical Question Answering Model with a quality evaluation mechanism
Methods and measures to quantify ICU patient heterogeneity
Combining Fourier and lagged k-nearest neighbor imputation for biomedical time series data
DIRECT secure messaging as a common transport layer for reporting structured and unstructured lab results to outpatient providers
The Nursing Terminology Summit Conferences: a case study of successful collaboration for change
Chemical-induced disease relation extraction with dependency information and prior knowledge
An alternative database approach for management of SNOMED CT and improved patient data queries
Using Pathfinder networks to discover alignment between expert and consumer conceptual knowledge from online vaccine content
Adverse events in medicine: Easy to count, complicated to understand, and complex to prevent
Design of a handheld electronic pain, treatment and activity diary
SoFoCles: Feature filtering for microarray classification based on Gene Ontology
Designing optimal mortality risk prediction scores that preserve clinical knowledge
Modeling workflow to design machine translation applications for public health practice
A method for linking computed image features to histological semantics in neuropathology
Sequential reinforcement active feature learning for gene signature identification in renal cell carcinoma
Using electronic health records for clinical research: The case of the EHR4CR project
Progress Note Understanding - Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 shared task
Ontology enrichment using a large language model: Applying lexical, semantic, and knowledge network-based similarity for concept placement
Error-correction learning for artificial neural networks using the Bayesian paradigm. Application to automated medical diagnosis
Collaborative text-annotation resource for disease-centered relation extraction from biomedical text
Integration of transcriptomic data and metabolic networks in cancer samples reveals highly significant prognostic power
GenHITS: A network science approach to driver gene detection in human regulatory network using gene's influence evaluation
Institutional decision-making to select patient care devices: identifying venues to promote patient safety
A virtual reality methodology for cardiopulmonary resuscitation training with and without a physical mannequin
Patient centeredness in terminologies: Coverage of health assets concepts in the International Classification of Nursing Practice
Representation of time-varying and time-invariant EMR data and its application in modeling outcome prediction for heart failure patients
Developing an ETL tool for converting the PCORnet CDM into the OMOP CDM to facilitate the COVID-19 data integration
Automatic construction of a large-scale and accurate drug-side-effect association knowledge base from biomedical literature
Efficient algorithms for real-time syndromic surveillance
Contrasting lexical similarity and formal definitions in SNOMED CT: Consistency and implications
Developing a FHIR-based EHR phenotyping framework: A case study for identification of patients with obesity and multiple comorbidities from discharge summaries
DC-COX: Data collaboration Cox proportional hazards model for privacy-preserving survival analysis on multiple parties
Incorporating ideas from computer-supported cooperative work
Formalize clinical processes into electronic health information systems: Modelling a screening service for diabetic retinopathy
Partial least squares and logistic regression random-effects estimates for gene selection in supervised classification of gene expression data
Adapting existing natural language processing resources for cardiovascular risk factors identification in clinical notes
Auditing associative relations across two knowledge sources
Controlled vocabularies for consumer health
A model-driven approach for representing clinical archetypes for Semantic Web environments
Tracking a moving user in indoor environments using Bluetooth low energy beacons
Transformation of potential medical demand in China: A system dynamics simulation model
The role of emotion in decision-making: A cognitive neuroeconomic approach towards understanding sexual risk behavior
Analysis of obstetricians' decision making on CTG recordings
Identifying the oncogenic potential of gene fusions exploiting miRNAs
CD-Tron: Leveraging large clinical language model for early detection of cognitive decline from electronic health records
A smartphone-driven methodology for estimating physical activities and energy expenditure in free living conditions
DNA microarray SNP associations with clinical efficacy and side effects of domperidone treatment for gastroparesis
Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review
Graph theoretic modeling of large-scale semantic networks
Word embeddings and recurrent neural networks based on Long-Short Term Memory nodes in supervised biomedical word sense disambiguation
Non-linear correlation of content and metadata information extracted from biomedical article datasets
View-independent gait events detection using CNN-transformer hybrid network
Early multi-cancer detection through deep learning: An anomaly detection approach using Variational Autoencoder
Not just data: A method for improving prediction with knowledge
Health information exchange and patient safety
Providing clinical context to the spatio-temporal analysis of 4D CT perfusion to predict acute ischemic stroke lesion outcomes
A quality improvement model for healthcare terminologies
Enhancing requirements engineering for patient registry software systems with evidence-based components
Early detection of subjective cognitive decline from self-reported symptoms: An interpretable attention-cost fusion approach
Dynamic Bayesian networks as prognostic models for clinical patient management
Mapping computerized clinical guidelines to electronic medical records: Knowledge-data ontological mapper (KDOM)
The quest for engaging AmI: Patient engagement and experience design tools to promote effective assisted living
Introducing the BlendedICU dataset, the first harmonized, international intensive care dataset
CODER: Knowledge-infused cross-lingual medical term embedding for term normalization
Natural language processing and visualization in the molecular imaging domain
A method for determining the number of documents needed for a gold standard corpus
A mutation-centric approach to identifying pharmacogenomic relations in text
Pk-fit: A Pharmacokinetic/Pharmacodynamic and Statistical Data Analysis Software
Fine-tuning BERT for automatic ADME semantic labeling in FDA drug labeling to enhance product-specific guidance assessment
Communication and team situation awareness in the OR: Implications for augmentative information display
Identifying prescription patterns with a topic model of diseases and medications
MultiGBS: A multi-layer graph approach to biomedical summarization
A Hidden Semi-Markov Model based approach for rehabilitation exercise assessment
Gene and sample selection using T-score with sample selection
Novel informatics approaches to COVID-19 Research: From methods to applications
Prediction of Single-Cell perturbation response based on Direction-Constrained diffusion Schrödinger Bridge
Development of a 3-Step theory of suicide ontology to facilitate 3ST factor extraction from clinical progress notes
Enhancing suicidal behavior detection in EHRs: A multi-label NLP framework with transformer models and semantic retrieval-based annotation
Using computational modeling to transform nursing data into actionable information
Automatically extracting information needs from complex clinical questions
MedVidDeID: Protecting privacy in clinical encounter video recordings
Using a clinical narrative-aware pre-trained language model for predicting emergency department patient disposition and unscheduled return visits
Bagged random causal networks for interventional queries on observational biomedical datasets
Determining sources for formal nursing terminology systems
A virtual reality simulator for orthopedic basic skills: A design and validation study
Ranking sets of morbidities using hypergraph centrality
Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality
Mapping the intellectual structure of research on surgery with mixed reality: Bibliometric network analysis (2000-2019)
Label-indicator morpheme growth on LSTM for Chinese healthcare question department classification
All-IP wireless sensor networks for real-time patient monitoring
Disease surveillance using online news: Dengue and zika in tropical countries
Predicting dire outcomes of patients with community acquired pneumonia
Evaluation of ChatGPT-generated medical responses: A systematic review and meta-analysis
Measuring and visualizing healthcare process variability
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values
Autism candidate genes via mouse phenomics
Toward better public health reporting using existing off the shelf approaches: The value of medical dictionaries in automated cancer detection using plaintext medical data
The European cross-border health data exchange roadmap: Case study in the Italian setting
Recognizing the intensity of strength training exercises with wearable sensors
The ranking of scientists
Toward automated workflow analysis and visualization in clinical environments
The child's perspective as a guiding principle: Young children as co-designers in the design of an interactive application meant to facilitate participation in healthcare situations
A conditional multi-label model to improve prediction of a rare outcome: An illustration predicting autism diagnosis
Patient empowerment for cancer patients through a novel ICT infrastructure
Towards role-based filtering of disease outbreak reports
Two learning approaches for protein name extraction
Facilitating phenotype transfer using a common data model
Biomedical information through the implementation of social media environments
CIBS: A biomedical text summarizer using topic-based sentence clustering
A method to avoid errors associated with the analysis of hypermutated viral sequences by alignment-based methods
Knowledge-based personalized search engine for the Web-based Human Musculoskeletal System Resources (HMSR) in biomechanics
A novel data-driven approach for Personas validation in healthcare using self-supervised machine learning
Building an automated SOAP classifier for emergency department reports
A GPT-based EHR modeling system for unsupervised novel disease detection
Soft label-guided transformer for radiology report generation
Literature mining method RaJoLink for uncovering relations between biomedical concepts
Network-based analysis of Alzheimer's Disease genes using multi-omics network integration with graph diffusion
Artificial intelligence-powered pharmacovigilance: A review of machine and deep learning in clinical text-based adverse drug event detection for benchmark datasets
An SVM-based high-quality article classifier for systematic reviews
COVIDSum: A linguistically enriched SciBERT-based summarization model for COVID-19 scientific papers
Design and implementation of a comprehensive outpatient Results Manager
Information retrieval on oncology knowledge base using recursive paraphrase lattice
Decision support for acute problems: The role of the standardized patient in usability testing
Data mining methods for classification of Medium-Chain Acyl-CoA dehydrogenase deficiency (MCADD) using non-derivatized tandem MS neonatal screening data
Using local lexicalized rules to identify heart disease risk factors in clinical notes
Identification of immune correlates of protection in Shigella infection by application of machine learning
Building a trust-based doctor recommendation system on top of multilayer graph database
Sharable Representation of Clinical Guidelines in GLIF: Relationship to the Arden Syntax
CondiS: A conditional survival distribution-based method for censored data imputation overcoming the hurdle in machine learning-based survival analysis
Outlier-based detection of unusual patient-management actions: An ICU study
A methodology for eliciting and modeling exceptions
Prospective recruitment of patients with congestive heart failure using an ad-hoc binary classifier
Contextualized medication event extraction with levitated markers
Cancer classification and prediction using logistic regression with Bayesian gene selection
Bayesian networks for knowledge discovery in large datasets: basics for nurse researchers
A multi-ontology approach to annotate scientific documents based on a modularization technique
Class proximity measures - Dissimilarity-based classification and display of high-dimensional data
Designing and validating a low-cost real time locating system to continuously assess patient wait times
The DDI corpus: An annotated corpus with pharmacological substances and drug-drug interactions
The Envirome Web Service: Patient context at the point of care
Decision support environment for medical product safety surveillance
Comparing different knowledge sources for the automatic summarization of biomedical literature
Identifying synonymy between relational phrases using word embeddings
High-quality gene/disease embedding in a multi-relational heterogeneous graph after a joint matrix/tensor decomposition
Neighborhood hash graph kernel for protein-protein interaction extraction
A voice-based digital assistant for intelligent prompting of evidence-based practices during ICU rounds
Creating and implementing a COVID-19 recruitment Data Mart
Desiderata for ontologies to be used in semantic annotation of biomedical documents
Transforming healthcare with big data analytics and artificial intelligence: A systematic mapping study
Joint modeling of mixed outcomes using a rank-based sparse neural network
Improving MeSH classification of biomedical articles using citation contexts
Comparison of orthogonal NLP methods for clinical phenotyping and assessment of bone scan utilization among prostate cancer patients
Interface design principles for usable decision support: A targeted review of best practices for clinical prescribing interventions
Estimation of Latency Changes and Relative Amplitudes in Somatosensory Evoked Potentials Using Wavelets and Regression
Evaluating the effects of machine pre-annotation and an interactive annotation interface on manual de-identification of clinical text
Machine learning for phenotyping opioid overdose events
MAFT-SO: A novel multi-atlas fusion template based on spatial overlap for ASD diagnosis
Detection and classification of breast cancer using logistic regression feature selection and GMDH classifier
Development of a large-scale neuroimages and clinical variables data atlas in the neuGRID4You (N4U) project
A concept ideation framework for medical device design
TreC platform. An integrated and evolving care model for patients' empowerment and data repository
Testing the face validity and inter-rater agreement of a simple approach to drug-drug interaction evidence assessment
Using computational modeling to assess the impact of clinical decision support on cancer screening improvement strategies within the community health centers
On the efficacy of behavior change techniques in mHealth for self-management of diabetes: A meta-analysis
Standardizing clinical laboratory data for secondary use
Representing Patient Preference-Related Concepts for Inclusion in Electronic Health Records
Integrating longitudinal clinical and microbiome data to predict growth faltering in preterm infants
Getting to the point: developing IT for the sharp end of healthcare
Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies
A review of auditing methods applied to the content of controlled biomedical terminologies
Formalization of treatment guidelines using Fuzzy Cognitive Maps and semantic web tools
Modeling a description logic vocabulary for cancer research
Machine learning research towards combating COVID-19: Virus detection, spread prevention, and medical assistance
On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions
Nurse-patient assignment models considering patient acuity metrics and nurses' perceived workload
NCBI disease corpus: A resource for disease name recognition and concept normalization
Radiology interpretation process modeling
Recent advances of HCI in decision-making tasks for optimized clinical workflows and precision medicine
Extracting information on pneumonia in infants using natural language processing of radiology reports
A simulation to analyze feature selection methods utilizing gene ontology for gene expression classification
WebBioBank: A new platform for integrating clinical forms and shared neurosignal analyses to support multi-centre studies in Parkinson's Disease
Federated causal discovery with missing data in a multicentric study on endometrial cancer
CLEAR-test: Combining inference for differential expression and variability in microarray data analysis
User acceptance of location-tracking technologies in health research: Implications for study design and data quality
Noise-tolerant similarity search in temporal medical data
Gene-disease association with literature based enrichment
Providing a framework for evaluation disease registry and health outcomes Software: Updating the CIPROS checklist
Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit
A Bayesian network coding scheme for annotating biomedical information presented to genetic counseling clients
Multi-View Interaction Modelling of human collaboration processes: A business process study of head and neck cancer care in a Dutch academic hospital
AMMU: A survey of transformer-based biomedical pretrained language models
Qualitative review of usability problems in health information systems for radiology
A primer on gene expression and microarrays for machine learning researchers
Biomedical text normalization through generative modeling
NLM-Gene, a richly annotated gold standard dataset for gene entities that addresses ambiguity and multi-species gene recognition
Multi-label biomedical question classification for lexical answer type prediction
The DEDUCE Guided Query tool: Providing simplified access to clinical data for research and quality improvement
Prediction of the use of mobile device interfaces in the progressive aging process with the model of Fitts' law
Unsupervised text mining for assessing and augmenting GWAS results
A Q-backpropagated time delay neural network for diagnosing severity of gait disturbances in Parkinson's disease
Annotating longitudinal clinical narratives for de-identification: The 2014 i2b2/UTHealth corpus
A simple neural vector space model for medical concept normalization using concept embeddings
Automatic figure classification in bioscience literature
Mining pathway signatures from microarray data and relevant biological knowledge
FHIR-Ontop-OMOP: Building clinical knowledge graphs in FHIR RDF with the OMOP Common data Model
Knowledge-aware multi-center clinical dataset adaptation: Problem, method, and application
PharmActa: Personalized pharmaceutical care eHealth platform for patients and pharmacists
The Internet of Things (IoT): Informatics methods for IoT-enabled health care
Chat-ePRO: Development and pilot study of an electronic patient-reported outcomes system based on ChatGPT
Combining PubMed knowledge and EHR data to develop a weighted bayesian network for pancreatic cancer prediction
Third generation participatory design in health informatics - Making user participation applicable to large-scale information system projects
Deep similarity analysis and forecasting of actual outbreak of major infectious diseases using Internet-Sourced data
A comparison of multivariate and univariate time series approaches to modelling and forecasting emergency department demand in Western Australia
Screening drug target proteins based on sequence information
Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness
Knowledge discovery from emergency ambulance dispatch during COVID-19: A case study of Nagoya City, Japan
FedScore: A privacy-preserving framework for federated scoring system development
Complementary methods of system usability evaluation: Surveys and observations during software design and development cycles
Learning multimorbidity patterns from electronic health records using Non-negative Matrix Factorisation
Measuring clinical pathway adherence
Mining electronic health records using artificial intelligence: Bibliometric and content analyses for current research status and product conversion
A decision support system on the obesity management and consultation during childhood and adolescence using ontology and semantic rules
User modeling and adaptation in health promotion dialogs with an animated character
Are privacy-enhancing technologies for genomic data ready for the clinic? A survey of medical experts of the Swiss HIV Cohort Study
A global goodness-of-fit test for receiver operating characteristic curve analysis via the bootstrap method
Simulation-derived best practices for clustering clinical data
GRU-TV: Time- and Velocity-aware Gated Recurrent Unit for patient representation
A method for estimating from thermometer sales the incidence of diseases that are symptomatically similar to influenza
MCN: A comprehensive corpus for medical concept normalization
The geographic distribution of cardiovascular health in the stroke prevention in healthcare delivery environments (SPHERE) study
CelOWS: An ontology based framework for the provision of semantic web services related to biological models
Using aggregated, de-identified electronic health record data for multivariate pharmacosurveillance: A case study of azathioprine
Adapting simultaneous analysis phylogenomic techniques to study complex disease gene relationships
NILINKER: Attention-based approach to NIL Entity Linking
Visual analytics of COVID-19 dissemination in São Paulo state, Brazil
Quantifying semantic similarity of clinical evidence in the biomedical literature to facilitate related evidence synthesis
Markov blanket-based approach for learning multi-dimensional Bayesian network classifiers: An application to predict the European Quality of Life-5 Dimensions (EQ-5D) from the 39-item Parkinson's Disease Questionnaire (PDQ-39)
ARCANE-ROG: Algorithm for reconstruction of cancer evolution from single-cell data using robust graph learning
An attentive joint model with transformer-based weighted graph convolutional network for extracting adverse drug event relation
The role of support and sustainability elements in the adoption of an online self-management support system for chronic illnesses
Biomedical knowledge navigation by literature clustering
An unsupervised and customizable misspelling generator for mining noisy health-related text sources
A novel hierarchical machine learning model for hospital-acquired venous thromboembolism risk assessment among multiple-departments
Extended endocrine therapy in breast cancer: A basket of length-constraint feature selection metaheuristics to balance Type I against Type II errors
TopicForest: embedding-driven hierarchical clustering and labeling for biomedical literature
Disease network delineates the disease progression profile of cardiovascular diseases
Terminology model discovery using natural language processing and visualization techniques
A distant supervision based approach to medical persona classification
Semantic mashup of biomedical data
COVID-19 prediction with doubly multi-task Gaussian Process
A probabilistic framework for predicting disease dynamics: A case study of psychotic depression
Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals
Integrating reasoning and clinical archetypes using OWL ontologies and SWRL rules