Lista de obras - Nigam Haresh Shah - Dominio Público Uruguay

A Comprehensive Analysis of Five Million UMLS Metathesaurus Terms Using Eighteen Million MEDLINE Citations

artículo científico publicado en 2010

A Second Opinion From Observational Data on Second-line Diabetes Drugs

scientific article published on 07 December 2018

A System for Ontology-Based Annotation of Biomedical Data

article

A UIMA wrapper for the NCBO annotator

artículo científico publicado en 2010

A curated and standardized adverse drug event resource to accelerate drug safety research

artículo científico publicado en 2016

A dataset quantifying polypharmacy in the United States.

artículo científico publicado en 2017

A framework for making predictive models useful in practice

artículo científico publicado en 2020

A method for systematic discovery of adverse drug events from clinical notes

artículo científico publicado en 2015

A model to forecast regional demand for COVID-19 related hospital beds

artículo científico publicado en 2020

A predictive tool for identification of SARS-CoV-2 PCR-negative emergency department patients using routine test results ⬇️

artículo científico publicado en 2020

A survey of extant organizational and computational setups for deploying predictive models in health systems

artículo científico publicado en 2021

A time-indexed reference standard of adverse drug reactions

artículo científico publicado en 2014

ACE: the Advanced Cohort Engine for searching longitudinal patient records

artículo científico publicado en 2021

APLUS: A Python library for usefulness simulations of machine learning models in healthcare

artículo científico publicado en 2023

Accurate and interpretable intensive care risk adjustment for fused clinical data with generalized additive models.

artículo científico publicado en 2018

Advances in Electronic Phenotyping: From Rule-Based Definitions to Machine Learning Models

artículo científico publicado en 2018

An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes

artículo científico publicado en 2018

An international characterisation of patients hospitalised with COVID-19 and a comparison with those previously hospitalised with influenza

artículo científico publicado en 2020

An ontology-neutral framework for enrichment analysis

artículo científico publicado en 2010

An unsupervised learning method to identify reference intervals from a clinical database.

artículo científico publicado en 2015

Analyzing Information Seeking and Drug-Safety Alert Response by Health Care Professionals as New Methods for Surveillance

artículo científico publicado en 2015

Analyzing patterns of drug use in clinical notes for patient safety ⬇️

artículo científico publicado el 19 de marzo de 2012

Analyzing search behavior of healthcare professionals for drug safety surveillance

artículo científico publicado en 2015

Androgen Deprivation Therapy and Future Alzheimer's Disease Risk

artículo científico publicado en 2015

Androgen Deprivation Therapy and Subsequent Dementia-Reply

artículo científico publicado en 2017

Annotation Analysis for Testing Drug Safety Signals using Unstructured Clinical Notes ⬇️

artículo científico publicado el 24 de abril de 2012

Annotation and query of tissue microarray data using the NCI Thesaurus

artículo científico publicado en 2007

Assessing Screening Guidelines for Cardiovascular Disease Risk Factors using Routinely Collected Data

artículo científico publicado en 2017

Assessing the accuracy of automatic speech recognition for psychotherapy

scientific article published on 03 June 2020

Association Between Androgen Deprivation Therapy and Risk of Dementia

artículo científico publicado en 2016

Association of Hemoglobin A1c Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin

artículo científico publicado en 2018

Author Correction: Estimate the hidden deployment cost of predictive models to improve patient care

scientific article published on 14 April 2020

Automated Detection of Systematic Off-label Drug Use in Free Text of Electronic Medical Records

artículo científico publicado en 2013

Automated detection of off-label drug use

artículo científico publicado en 2014

Automated model versus treating physician for predicting survival time of patients with metastatic cancer

artículo científico publicado en 2020

Baseline characteristics, management, and outcomes of 55,270 children and adolescents diagnosed with COVID-19 and 1,952,693 with influenza in France, Germany, Spain, South Korea and the United States: an international network cohort study

artículo científico publicado en 2020

Baseline phenotype and 30-day outcomes of people tested for COVID-19: an international network cohort including >3.32 million people tested with real-time PCR and >219,000 tested positive for SARS-CoV-2 in South Korea, Spain and the United States

artículo científico publicado en 2020

BioPortal: A Web Repository for Biomedical Ontologies and Data Resources

artículo científico publicado en 2008

BioPortal: enhanced functionality via new Web services from the National Center for Biomedical Ontology to access and use ontologies in software applications

artículo científico publicado en 2011

Biological Resource Discovery

Biomedical ontologies: a functional perspective

scientific article published on 12 December 2007

Bridging the implementation gap of machine learning in healthcare

artículo científico publicado en 2019

Building a biomedical ontology recommender web service

artículo científico publicado en 2010

Building the graph of medicine from millions of clinical narratives

artículo científico publicado en 2014

Call for Papers: Deep Phenotyping for Precision Medicine

artículo científico publicado en 2018

Chapter 9: Analyses using disease ontologies

artículo científico publicado en 2012

Characteristics, outcomes, and mortality amongst 133,589 patients with prevalent autoimmune diseases diagnosed with, and 48,418 hospitalised for COVID-19: a multinational distributed network cohort analysis

scientific article published on 27 November 2020

Characterizing treatment pathways at scale using the OHDSI network

artículo científico publicado en 2016

Combing signals from spontaneous reports and electronic health records for detection of adverse drug reactions ⬇️

artículo científico publicado el 31 de octubre de 2012

Comment on: "Zoo or savannah? Choice of training ground for evidence-based pharmacovigilance".

artículo científico publicado en 2015

Comparative safety and effectiveness of alendronate versus raloxifene in women with osteoporosis

artículo científico publicado en 2020

Comparison of concept recognizers for building the Open Biomedical Annotator

artículo científico publicado en 2009

Comparison of ontology-based semantic-similarity measures

artículo científico publicado en 2008

Computational drug repositioning of atorvastatin for ulcerative colitis

artículo científico publicado en 2021

Computationally translating molecular discoveries into tools for medicine: translational bioinformatics articles now featured inJAMIA ⬇️

artículo científico publicado el 1 de julio de 2011

Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions

artículo científico

DISCOVERING PATIENT PHENOTYPES USING GENERALIZED LOW RANK MODELS

artículo científico publicado en 2016

Deep Phenotyping: Embracing Complexity and Temporality-Towards Scalability, Portability, and Interoperability

scientific article published on 23 April 2020

Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study

scientific article published on 06 October 2020

Defining the features and duration of antibody responses to SARS-CoV-2 infection associated with disease severity and outcome

artículo científico publicado en 2020

Detecting unplanned care from clinician notes in electronic health records

artículo científico

Development and Performance of the Pulmonary Embolism Result Forecast Model (PERFORM) for Computed Tomography Clinical Decision Support

artículo científico publicado en 2019

Development and utility assessment of a machine learning bloodstream infection classifier in pediatric patients receiving cancer treatments

artículo científico publicado en 2020

Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network

artículo científico publicado en 2020

Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network

artículo científico publicado en 2020

Early Detection of Adverse Drug Reactions in Social Health Networks: A Natural Language Processing Pipeline for Signal Detection

scientific article published on 03 June 2019

Early Detection of Adverse Drug Reactions in Social Health Networks: A Natural Language Processing Pipeline for Signal Detection (Preprint)

artículo científico publicado en 2018

Electronic phenotyping with APHRODITE and the Observational Health Sciences and Informatics (OHDSI) data network

artículo científico publicado en 2017

Enabling enrichment analysis with the Human Disease Ontology

artículo científico publicado en 2011

Enhanced Quality Measurement Event Detection: An Application to Physician Reporting

artículo científico publicado en 2017

Estimate the hidden deployment cost of predictive models to improve patient care

scientific article published on 01 January 2020

Estimating the efficacy of symptom-based screening for COVID-19

artículo científico publicado en 2020

Estimation of SARS-CoV-2 Infection Prevalence in Santa Clara County

artículo científico publicado en 2020

Ethics of Using and Sharing Clinical Imaging Data for Artificial Intelligence: A Proposed Framework

artículo científico publicado en 2020

Evaluation of Domain Generalization and Adaptation on Improving Model Robustness to Temporal Dataset Shift in Clinical Medicine

artículo científico publicado en 2021

Extraction of genotype-phenotype-drug relationships from text: from entity recognition to bioinformatics application

artículo científico publicado en 2010

Finding missed cases of familial hypercholesterolemia in health systems using machine learning

scientific article published on 11 April 2019

Finding progression stages in time-evolving event sequences

Functional evaluation of out-of-the-box text-mining tools for data-mining tasks

artículo científico publicado en 2014

Generalized enrichment analysis improves the detection of adverse drug events from the biomedical literature

artículo científico publicado en 2016

HyQue: evaluating hypotheses using Semantic Web technologies ⬇️

artículo científico publicado en 2011

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

artículo científico publicado en 2018

Identifying phenotypic signatures of neuropsychiatric disorders from electronic medical records ⬇️

artículo científico publicado el 16 de agosto de 2013

Impact of Predicting Health Care Utilization Via Web Search Behavior: A Data-Driven Analysis

artículo científico publicado en 2016

Implications of non-stationarity on predictive modeling using EHRs

artículo científico publicado en 2015

Improving palliative care with deep learning

scholarly article by Anand Avati et al published 12 December 2018 in BMC Medical Informatics and Decision Making

In silico functional profiling of human disease-associated and polymorphic amino acid substitutions

artículo científico publicado en 2010

Inferring Physical Function from Wearable Activity Monitors: Analysis of Activity Data from Patients with Knee Osteoarthritis (Preprint)

Inferring Physical Function from Wearable Activity Monitors: Analysis of Free-Living Activity Data from Patients with Knee Osteoarthritis

Inferring Physical Function from Wearable Activity Monitors: Analysis of Free-Living Activity Data from Patients with Knee Osteoarthritis (Preprint)

Influence of age on androgen deprivation therapy-associated Alzheimer's disease

artículo científico publicado en 2016

Inpatient Clinical Order Patterns Machine-Learned From Teaching Versus Attending-Only Medical Services

artículo científico publicado en 2018

Integration and publication of heterogeneous text-mined relationships on the Semantic Web ⬇️

artículo científico publicado en 2011

Interpretation errors related to the GO annotation file format.

artículo científico publicado en 2007

Interpretation of biological experiments changes with evolution of the Gene Ontology and its annotations

artículo científico publicado en 2018

It is time to learn from patients like mine

artículo científico publicado en 2019

LEARNING ATTRIBUTES OF DISEASE PROGRESSION FROM TRAJECTORIES OF SPARSE LAB VALUES.

artículo científico publicado en 2016

Language models are an effective representation learning technique for electronic health record data

artículo científico publicado en 2020

Learning Effective Treatment Pathways for Type-2 Diabetes from a clinical data warehouse

artículo científico publicado en 2016

Learning decision thresholds for risk stratification models from aggregate clinician behavior

artículo científico publicado en 2021

Learning signals of adverse drug-drug interactions from the unstructured text of electronic health records

artículo científico publicado en 2013

Learning signals of adverse drug-drug interactions from the unstructured text of electronic health records

artículo científico publicado en 2013

Learning statistical models of phenotypes using noisy labeled training data

artículo científico publicado en 2016

MINIMAR (MINimum Information for Medical AI Reporting): Developing reporting standards for artificial intelligence in health care

artículo científico publicado en 2020

Mapping between the OBO and OWL ontology languages

artículo científico publicado en 2011

Measure what matters: Counts of hospitalized patients are a better metric for health system capacity planning for a reopening

artículo científico publicado en 2020

Measure what matters: counts of hospitalized patients are a better metric for health system capacity planning for a reopening

scientific article published on 23 April 2020

Medical device surveillance with electronic health records

artículo científico publicado en 2019

Meeting Report: BioSharing at ISMB 2010

artículo científico publicado en 2010

Mining clinical text for signals of adverse drug-drug interactions

artículo científico publicado en 2013

NCBO Resource Index: Ontology-Based Search and Mining of Biomedical Resources

artículo científico publicado en 2011

Network analysis of unstructured EHR data for clinical research

artículo científico publicado en 2013

New Paradigms for Patient-Centered Outcomes Research in Electronic Medical Records: An Example of Detecting Urinary Incontinence Following Prostatectomy

artículo científico publicado en 2016

OBO & OWL: Roundtrip Ontology Transformations ⬇️

Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers.

artículo científico publicado en 2015

Occurrence and Timing of Subsequent SARS-CoV-2 RT-PCR Positivity Among Initially Negative Patients

artículo científico publicado en 2020

Occurrence and Timing of Subsequent SARS-CoV-2 RT-PCR Positivity Among Initially Negative Patients

artículo científico publicado en 2020

Ontology-based annotation and query of tissue microarray data.

artículo científico publicado en 2006

Ontology-driven indexing of public datasets for translational bioinformatics

artículo científico publicado en 2009

Optimize First, Buy Later: Analyzing Metrics to Ramp-Up Very Large Knowledge Bases

article published in 2010

Performing an Informatics Consult: Methods and Challenges

artículo científico publicado en 2018

Persistent detection of SARS-CoV-2 RNA in patients and healthcare workers with COVID-19

scientific article published on 30 May 2020

Pharmacovigilance using Clinical Text

artículo científico publicado en 2013

Practice-Based Evidence: Profiling the Safety of Cilostazol by Text-Mining of Clinical Notes ⬇️

artículo científico publicado el 23 de mayo de 2013

Precision screening for familial hypercholesterolaemia: a machine learning study applied to electronic health encounter data

artículo científico publicado en 2019

Predicting Future Cardiovascular Events in Patients With Peripheral Artery Disease Using Electronic Health Record Data

artículo científico publicado en 2019

Predicting hospital visits from geo-tagged Internet search logs

artículo científico publicado en 2016

Predicting need for advanced illness or palliative care in a primary care population using electronic health record data

scientific article published on 10 February 2019

Predicting the need for a reduced drug dose, at first prescription

artículo científico publicado en 2018

Prediction of Major Depressive Disorder Following Beta-Blocker Therapy in Patients with Cardiovascular Diseases

artículo científico publicado en 2020

Profiling risk factors for chronic uveitis in juvenile idiopathic arthritis: a new model for EHR-based research

artículo científico publicado en 2013

Proposed SKOS Extensions for BioPortal Terminology Services

Proton Pump Inhibitor Usage and the Risk of Myocardial Infarction in the General Population

artículo científico publicado en 2015

Proton pump inhibitors and vascular function: A prospective cross-over pilot study

artículo científico publicado en 2015

Provenance-Centered Dataset of Drug-Drug Interactions

scientific article published at ISWC 2015

Quantifying the relative change in physical activity after Total Knee Arthroplasty using accelerometer based measurements

artículo científico publicado en 2017

Refining Health Outcomes of Interest using Formal Concept Analysis and Semantic Query Expansion ⬇️

article

RegenBase: a knowledge base of spinal cord injury biology for translational research

artículo científico publicado en 2016

Reply

artículo científico publicado en 2015

Reply to R.L. Bowen et al, M. Froehner et al, J.L. Leow et al, and C. Brady et al.

artículo científico publicado en 2016

Research and Reporting Considerations for Observational Studies Using Electronic Health Record Data

artículo científico publicado en 2020

Response to letters regarding article, "unexpected effect of proton pump inhibitors: elevation of the cardiovascular risk factor asymmetric dimethylarginine".

artículo científico publicado en 2014

Risk of angioedema associated with levetiracetam compared with phenytoin: Findings of the observational health data sciences and informatics research network

artículo científico publicado en 2017

SARS-CoV-2 Antibody Responses Correlate with Resolution of RNAemia But Are Short-Lived in Patients with Mild Illness

artículo científico publicado en 2020

SARS-CoV-2 infection and COVID-19 severity in individuals with prior seasonal coronavirus infection

artículo científico

STOP using just GO: a multi-ontology hypothesis generation tool for high throughput experimentation

artículo científico publicado en 2013

Scalable and accurate deep learning with electronic health records

article

Searching ontologies based on content

Selected papers from the 12th annual Bio-Ontologies meeting

artículo científico publicado en 2010

Selected papers from the 13th Annual Bio-Ontologies Special Interest Group Meeting

Selected papers from the 14th Annual Bio-Ontologies Special Interest Group Meeting

artículo científico publicado en 2012

Selected papers from the 15th Annual Bio-Ontologies Special Interest Group Meeting

artículo científico publicado en 2013

Selected papers from the 16th Annual Bio-Ontologies Special Interest Group Meeting.

artículo científico publicado en 2014

Special issue on bio-ontologies and phenotypes

artículo científico publicado en 2015

Statin Intensity or Achieved LDL? Practice-based Evidence for the Evaluation of New Cholesterol Treatment Guidelines

artículo científico publicado en 2016

Text mining for adverse drug events: the promise, challenges, and state of the art.

artículo científico publicado en 2014

The Lexicon Builder Web service: Building Custom Lexicons from two hundred Biomedical Ontologies

artículo científico publicado en 2010

The National Center for Biomedical Ontology

artículo científico publicado en 2012

The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration

artículo científico publicado en 2007

The Stanford Tissue Microarray Database

artículo científico publicado en 2007

The digital revolution in phenotyping

artículo científico publicado en 2015

The open biomedical annotator

artículo científico publicado en 2009

The use of machine learning for the identification of peripheral artery disease and future mortality risk

artículo científico publicado en 2016

Thematic issue of the Second combined Bio-ontologies and Phenotypes Workshop

artículo científico

Toward multimodal signal detection of adverse drug reactions

artículo científico publicado en 2017

Toward personalizing treatment for depression: predicting diagnosis and severity

artículo científico publicado en 2014

Treatment Patterns for Chronic Comorbid Conditions in Patients With Cancer Using a Large-Scale Observational Data Network

artículo científico publicado en 2020

Trove: Ontology-driven weak supervision for medical entity classification

artículo científico publicado en 2020

U-Index, a dataset and an impact metric for informatics tools and databases

artículo científico publicado en 2018

Unexpected effect of proton pump inhibitors: elevation of the cardiovascular risk factor asymmetric dimethylarginine.

artículo científico publicado en 2013

Unified Medical Language System term occurrences in clinical notes: a large-scale corpus analysis

artículo científico publicado en 2012

Use of dialysis, tracheostomy, and extracorporeal membrane oxygenation among 240,392 patients hospitalized with COVID-19 in the United States

scientific article published on 27 November 2020

Using ontology-based annotation to profile disease research ⬇️

artículo científico publicado el 11 de abril de 2012

Using temporal patterns in medical records to discern adverse drug events from indications ⬇️

artículo científico publicado el 19 de marzo de 2012

Using text to build semantic networks for pharmacogenomics

artículo científico publicado en 2010

Web-scale pharmacovigilance: listening to signals from the crowd

artículo científico publicado en 2013

Lista de obras de Nigam Haresh Shah

A Comprehensive Analysis of Five Million UMLS Metathesaurus Terms Using Eighteen Million MEDLINE Citations

A Second Opinion From Observational Data on Second-line Diabetes Drugs

A System for Ontology-Based Annotation of Biomedical Data

A UIMA wrapper for the NCBO annotator

A curated and standardized adverse drug event resource to accelerate drug safety research

A dataset quantifying polypharmacy in the United States.

A framework for making predictive models useful in practice

A method for systematic discovery of adverse drug events from clinical notes

A model to forecast regional demand for COVID-19 related hospital beds

A predictive tool for identification of SARS-CoV-2 PCR-negative emergency department patients using routine test results ⬇️

A survey of extant organizational and computational setups for deploying predictive models in health systems

A time-indexed reference standard of adverse drug reactions

ACE: the Advanced Cohort Engine for searching longitudinal patient records

APLUS: A Python library for usefulness simulations of machine learning models in healthcare

Accurate and interpretable intensive care risk adjustment for fused clinical data with generalized additive models.

Advances in Electronic Phenotyping: From Rule-Based Definitions to Machine Learning Models

An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes

An international characterisation of patients hospitalised with COVID-19 and a comparison with those previously hospitalised with influenza

An ontology-neutral framework for enrichment analysis

An unsupervised learning method to identify reference intervals from a clinical database.

Analyzing Information Seeking and Drug-Safety Alert Response by Health Care Professionals as New Methods for Surveillance

Analyzing patterns of drug use in clinical notes for patient safety ⬇️

Analyzing search behavior of healthcare professionals for drug safety surveillance

Androgen Deprivation Therapy and Future Alzheimer's Disease Risk

Androgen Deprivation Therapy and Subsequent Dementia-Reply

Annotation Analysis for Testing Drug Safety Signals using Unstructured Clinical Notes ⬇️

Annotation and query of tissue microarray data using the NCI Thesaurus

Assessing Screening Guidelines for Cardiovascular Disease Risk Factors using Routinely Collected Data

Assessing the accuracy of automatic speech recognition for psychotherapy

Association Between Androgen Deprivation Therapy and Risk of Dementia

Association of Hemoglobin A1c Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin

Author Correction: Estimate the hidden deployment cost of predictive models to improve patient care

Automated Detection of Systematic Off-label Drug Use in Free Text of Electronic Medical Records

Automated detection of off-label drug use

Automated model versus treating physician for predicting survival time of patients with metastatic cancer

Baseline characteristics, management, and outcomes of 55,270 children and adolescents diagnosed with COVID-19 and 1,952,693 with influenza in France, Germany, Spain, South Korea and the United States: an international network cohort study

Baseline phenotype and 30-day outcomes of people tested for COVID-19: an international network cohort including >3.32 million people tested with real-time PCR and >219,000 tested positive for SARS-CoV-2 in South Korea, Spain and the United States

BioPortal: A Web Repository for Biomedical Ontologies and Data Resources

BioPortal: enhanced functionality via new Web services from the National Center for Biomedical Ontology to access and use ontologies in software applications

Biological Resource Discovery

Biomedical ontologies: a functional perspective

Bridging the implementation gap of machine learning in healthcare

Building a biomedical ontology recommender web service

Building the graph of medicine from millions of clinical narratives

Call for Papers: Deep Phenotyping for Precision Medicine

Chapter 9: Analyses using disease ontologies

Characteristics, outcomes, and mortality amongst 133,589 patients with prevalent autoimmune diseases diagnosed with, and 48,418 hospitalised for COVID-19: a multinational distributed network cohort analysis

Characterizing treatment pathways at scale using the OHDSI network

Combing signals from spontaneous reports and electronic health records for detection of adverse drug reactions ⬇️

Comment on: "Zoo or savannah? Choice of training ground for evidence-based pharmacovigilance".

Comparative safety and effectiveness of alendronate versus raloxifene in women with osteoporosis

Comparison of concept recognizers for building the Open Biomedical Annotator

Comparison of ontology-based semantic-similarity measures

Computational drug repositioning of atorvastatin for ulcerative colitis

Computationally translating molecular discoveries into tools for medicine: translational bioinformatics articles now featured inJAMIA ⬇️

Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions

DISCOVERING PATIENT PHENOTYPES USING GENERALIZED LOW RANK MODELS

Deep Phenotyping: Embracing Complexity and Temporality-Towards Scalability, Portability, and Interoperability

Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study

Defining the features and duration of antibody responses to SARS-CoV-2 infection associated with disease severity and outcome

Detecting unplanned care from clinician notes in electronic health records

Development and Performance of the Pulmonary Embolism Result Forecast Model (PERFORM) for Computed Tomography Clinical Decision Support

Development and utility assessment of a machine learning bloodstream infection classifier in pediatric patients receiving cancer treatments

Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network

Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network

Early Detection of Adverse Drug Reactions in Social Health Networks: A Natural Language Processing Pipeline for Signal Detection

Early Detection of Adverse Drug Reactions in Social Health Networks: A Natural Language Processing Pipeline for Signal Detection (Preprint)

Electronic phenotyping with APHRODITE and the Observational Health Sciences and Informatics (OHDSI) data network

Enabling enrichment analysis with the Human Disease Ontology

Enhanced Quality Measurement Event Detection: An Application to Physician Reporting

Estimate the hidden deployment cost of predictive models to improve patient care

Estimating the efficacy of symptom-based screening for COVID-19

Estimation of SARS-CoV-2 Infection Prevalence in Santa Clara County

Ethics of Using and Sharing Clinical Imaging Data for Artificial Intelligence: A Proposed Framework

Evaluation of Domain Generalization and Adaptation on Improving Model Robustness to Temporal Dataset Shift in Clinical Medicine

Extraction of genotype-phenotype-drug relationships from text: from entity recognition to bioinformatics application

Finding missed cases of familial hypercholesterolemia in health systems using machine learning

Finding progression stages in time-evolving event sequences

Functional evaluation of out-of-the-box text-mining tools for data-mining tasks