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List of works by Genevieve B. Melton-Meaux

A 12-hospital prospective evaluation of a clinical decision support prognostic algorithm based on logistic regression as a form of machine learning to facilitate decision making for patients with suspected COVID-19

scientific article published in 2022

A comparative observational study of inpatient clinical note-entry and reading/retrieval styles adopted by physicians

scientific article

A fast, resource efficient, and reliable rule-based system for COVID-19 symptom identification

scientific article published in July 2021

A multi-site content analysis of social history information in clinical notes ⬇️

scientific article published on October 22, 2011

A pilot study demonstrating the impact of surgical bowel preparation on intestinal microbiota composition following colon and rectal surgery

scientific article published on 22 June 2022

A qualitative analysis of EHR clinical document synthesis by clinicians

scientific article published on 3 November 2012

A sense inventory for clinical abbreviations and acronyms created using clinical notes and medical dictionary resources

scientific article (publication date: 2014)

A study of actions in operative notes

scientific article published on 3 November 2012

A temporal constraint structure for extracting temporal information from clinical narrative

scientific article published on 29 August 2005

Abdominoperineal Resection, Pelvic Exenteration, and Additional Organ Resection Increase the Risk of Surgical Site Infection after Elective Colorectal Surgery: An American College of Surgeons National Surgical Quality Improvement Program Analysis.

scientific article

Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications

scientific article

Accelerating Surgical Site Infection Abstraction With a Semi-automated Machine-learning Approach

scientific article published on 14 October 2020

African Americans and Short-Term Outcomes after Surgery for Crohn's Disease: An ACS-NSQIP Analysis.

scientific article

An empiric analysis of omaha system targets

scientific article published on 10 August 2011

Analyzing Operative Note Structure in Development of a Section Header Resource.

scientific article published on January 2015

Application of HL7/LOINC Document Ontology to a University-Affiliated Integrated Health System Research Clinical Data Repository

scientific article

Applying Machine Learning Across Sites: External Validation of a Surgical Site Infection Detection Algorithm

scientific article published in June 2021

Assessing Provider-Generated Free-Text Quality in EHR-Integrated Handoff Notes

scientific article published in January 2017

Assessing the Representation of Occupation Information in Free-Text Clinical Documents Across Multiple Sources

scientific article published in January 2017

Assessing the adequacy of the HL7/LOINC Document Ontology Role axis

scientific article published on 28 October 2014

Automated Detection of Postoperative Surgical Site Infections Using Supervised Methods with Electronic Health Record Data

scientific article

Automated Extraction of Substance Use Information from Clinical Texts

scientific article published on 5 November 2015

Automated assessment of medical training evaluation text

scientific article published on 3 November 2012

Automated detection of adverse events using natural language processing of discharge summaries

scientific article

Automated disambiguation of acronyms and abbreviations in clinical texts: window and training size considerations.

scientific article published on 3 November 2012

Automated extraction of family history information from clinical notes

scientific article published on 14 November 2014

Automated non-alphanumeric symbol resolution in clinical texts ⬇️

scientific article published on October 22, 2011

Barriers to and Facilitators for Acceptance of Comprehensive Clinical Decision Support System–Driven Care Maps for Patients With Thoracic Trauma: Interview Study Among Health Care Providers and Nurses

scientific article published on 16 March 2022

Bias Associated with Mining Electronic Health Records ⬇️

scientific article published on June 6, 2011

Biomedical and health informatics for surgery

scientific article published on January 2010

Building the evidence-base to reduce electronic health record-related clinician burden

scientific article published on 19 December 2020

Care of the Elderly Patient with Acute Diverticulitis

scientific article published on 4 February 2016

Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer Medications.

scientific article

Challenges and Opportunities to Improve the Clinician Experience Reviewing Electronic Progress Notes

scientific article published on 01 May 2019

Challenges and practical approaches with word sense disambiguation of acronyms and abbreviations in the clinical domain

scientific article

Characterizing COVID-19 Clinical Phenotypes and Associated Comorbidities and Complication Profiles

scientific article published on 14 September 2020

Characterizing COVID-19 clinical phenotypes and associated comorbidities and complication profiles

scientific article published in 2021

Characterizing Functional Health Status of Surgical Patients in Clinical Notes.

scientific article

Characterizing Patient-Generated Clinical Data and Associated Implications for Electronic Health Records.

scientific article

Characterizing Surgical Site Infection Signals in Clinical Notes.

scientific article

Characterizing the use and contents of free-text family history comments in the Electronic Health Record

scientific article published on 3 November 2012

Classifying Supplement Use Status in Clinical Notes

scientific article

Clinical decision support for colon and rectal surgery: an overview

scientific article published on March 2013

Clinicians' perceptions of usability of eNote

scientific article

Colitides.

scientific article

Colonic volvulus: presentation and management in metropolitan Minnesota, United States

scientific article published on April 2012

Colorectal Lymphoma: A Contemporary Case Series

scientific article published on 01 June 2019

Colorectal surgery after kidney transplantation: characteristics of early vs. late posttransplant interventions

scientific article published on 17 May 2014

Combined Expert and User-Driven Usability Assessment of Trauma Decision Support Systems Improves User-Centered Design

scientific article published in 2022

Comparing Existing Resources to Represent Dietary Supplements.

scientific article published on 18 May 2018

Consensus Modeling: A Transfer Learning Approach for Small Health Systems

scientific article published in 2020

Contemporary surgical management for ileosigmoid fistulas in Crohn's disease

scientific article published on 24 February 2009

Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record

scientific article published on January 2016

Continuous intraoperative temperature measurement and surgical site infection risk: analysis of anesthesia information system data in 1008 colorectal procedures

scientific article

Corpus domain effects on distributional semantic modeling of medical terms

scientific article published on 16 August 2016

Decreased Use of Sphincter-Preserving Procedures Among African Americans with Rectal Cancer

scientific article published on 27 December 2017

Deidentification of facial images using composites

scientific article published on 20 May 2011

Detecting Signals of Interactions Between Warfarin and Dietary Supplements in Electronic Health Records

scientific article published in January 2017

Detecting clinically relevant new information in clinical notes across specialties and settings

scientific article

Diagnostic Discordance, Health Information Exchange, and Inter-Hospital Transfer Outcomes: a Population Study

scientific article published on 29 May 2018

Document ontology: supporting narrative documents in electronic health records.

scientific article

Does close temperature regulation affect surgical site infection rates?

scientific article

Domain adaption of parsing for operative notes

scientific article published on 7 February 2015

Early removal of urinary catheters after rectal surgery is associated with increased urinary retention

scientific article

Effect of an Electronic Health Record Decision Support Alert to Decrease Excess Cervical Cancer Screening

scientific article published on 01 October 2019

Effect of calcium channel blockers on the sensitivity of preoperative 99mTc-MIBI SPECT for hyperparathyroidism.

scientific article

Effects of time constraints on clinician-computer interaction: a study on information synthesis from EHR clinical notes

scientific article published on 06 September 2013

Efficacy of preoperative combined 18-fluorodeoxyglucose positron emission tomography and computed tomography for assessing primary rectal cancer response to neoadjuvant therapy

scientific article published on 01 August 2007

Elective Colectomy for Diverticulitis in Transplant Patients: Is It Worth the Risk?

scientific article

Electronic Progress Note Reading Patterns: An Eye Tracking Analysis

scientific article published on 01 August 2019

Enterocutaneous Fistula: Proven Strategies and Updates

scientific article published on June 2016

Eosinophilic Colitis: University of Minnesota Experience and Literature Review ⬇️

scientific article published on July 10, 2011

Evaluating Term Coverage of Herbal and Dietary Supplements in Electronic Health Records

scientific article published on 5 November 2015

Evaluating active learning methods for annotating semantic predications

scientific article published on 27 June 2018

Evaluating measures of redundancy in clinical texts ⬇️

scientific article published on October 22, 2011

Evaluating semantic relatedness and similarity measures with Standardized MedDRA Queries

scientific article

Evaluation of Flowsheet Documentation in the Electronic Health Record for Residence, Living Situation, and Living Conditions.

scientific article published on 18 May 2018

Evaluation of Herbal and Dietary Supplement Resource Term Coverage.

scientific article published on January 2015

Evaluation of an Intrahospital Telemedicine Program for Patients Admitted With COVID-19: Mixed Methods Study

scientific article published on 29 April 2021

Evaluation of family history information within clinical documents and adequacy of HL7 clinical statement and clinical genomics family history models for its representation: a case report

scientific article published on May 2010

Evidence-based medicine in surgical education

scientific article published on September 2012

Examining the use, contents, and quality of free-text tobacco use documentation in the Electronic Health Record

scientific article published on 14 November 2014

Excess Cost of Cervical Cancer Screening Beyond Recommended Screening Ages or After Hysterectomy in a Single Institution

scientific article published on 01 July 2018

Expert Perspectives on Definitions, Drivers and Informatics Contributions to Learning Health Systems

scientific article published on 30 May 2020

Exploiting Literature-derived Knowledge and Semantics to Identify Potential Prostate Cancer Drugs

scientific article

Extending the HL7/LOINC Document Ontology Settings of Care

scientific article published on 14 November 2014

Extramammary Paget disease in peristomal skin: report of a unique case

scientific article published on 01 May 2012

HealthTrust

article

HealthTrust: a social network approach for retrieving online health videos

scientific article

Heterogeneity in COVID-19 Patients at Multiple Levels of Granularity: From Biclusters to Clinical Interventions

scientific article published in 2021

How well do electronic systems represent colorectal cancer surgery concepts? Evaluation of SNOMED-CT, ICD9-CM, and CPT-4 for content coverage

Identifying Family History and Substance Use Associations for Adult Epilepsy from the Electronic Health Record

scientific article published on 20 July 2016

Implementation and Analysis of an Institution-Wide EHR-Integrated Handoff Note

scientific article published on 6 June 2022

Implementation of an Anticoagulation Practice Guideline for COVID-19 via a Clinical Decision Support System in a Large Academic Health System and Its Evaluation: Observational Study

scientific article published on 18 November 2021

Indications and Relative Utility of Lower Endoscopy in the Management of Clostridium difficile Infection ⬇️

scientific article published on October 17, 2011

Informing standard development and understanding user needs with omaha system signs and symptoms text entries in community-based care settings.

scientific article

Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce

scientific article published in 2020

Inter-patient distance metrics using SNOMED CT defining relationships

scientific article published on 24 February 2006

Interpretation of 99mTc sestamibi parathyroid SPECT scan is improved when read by the surgeon and nuclear medicine physician together.

scientific article published in July 2005

Investigating Longitudinal Tobacco Use Information from Social History and Clinical Notes in the Electronic Health Record

scientific article published on January 2016

It's about this and that: a description of anaphoric expressions in clinical text ⬇️

scientific article published on October 22, 2011

Iterative evaluation of the Health Level 7--Logical Observation Identifiers Names and Codes Clinical Document Ontology for representing clinical document names: a case report

scientific article published on 04 March 2009

Knowledge-based method for determining the meaning of ambiguous biomedical terms using information content measures of similarity ⬇️

scientific article published on October 22, 2011

Leveraging Health Information Technologies to Support Surgical Practice

scientific article published on 01 November 2018

Leveraging the electronic health record for research and quality improvement: Current strengths and future challenges

scientific article published in June 2016

Linking Pediatrics Patients and Nurses With the Pharmacy and Electronic Health Record System Through the Inpatient Television: A Novel Interactive Pain-Management Tool.

scientific article

Long-term outcomes with ileal pouch-anal anastomosis and Crohn's disease: pouch retention and implications of delayed diagnosis

scientific article published in October 2008

Longitudinal analysis of new information types in clinical notes

scientific article

Major bile duct injuries associated with laparoscopic cholecystectomy: effect of surgical repair on quality of life

scientific article published on June 2002

Mining Biomedical Literature to Explore Interactions between Cancer Drugs and Dietary Supplements

scientific article published on 23 March 2015

Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics

scientific article

Mining and Visualizing Family History Associations in the Electronic Health Record: A Case Study for Pediatric Asthma

scientific article published on 5 November 2015

Modifying Crohn's Colitis Recurrence Through Surgery? The Jury Is Still Out

scientific article published in December 2021

Multi-source development of an integrated model for family health history

scientific article published on 21 October 2014

NLP Methods for Extraction of Symptoms from Unstructured Data for Use in Prognostic COVID-19 Analytic Models

scientific article published in 2021

NLP-PIER: A Scalable Natural Language Processing, Indexing, and Searching Architecture for Clinical Notes

scientific article published on 20 July 2016

Named Entity Recognition in Prehospital Trauma Care

scientific article published on 01 August 2019

Natural language processing of prehospital emergency medical services trauma records allows for automated characterization of treatment appropriateness

scientific article published on 22 January 2020

Navigating longitudinal clinical notes with an automated method for detecting new information

scientific article published in January 2013

Operative report teaching and synoptic operative reports: a national survey of surgical program directors

scientific article published on 6 November 2013

Outpatient metformin use is associated with reduced severity of COVID-19 disease in adults with overweight or obesity

scientific article published in July 2021

Patient Heterogeneity and the J-Curve Relationship Between Time-to-Antibiotics and the Outcomes of Patients Admitted With Bacterial Infection*

scientific article published on 3 January 2022

Patient-specific surgical outcomes assessment using population-based data analysis for risk model development

scientific article

Penetrating Colon Trauma Outcomes in Black and White Males

scientific article published on 01 November 2018

Percutaneous drainage of colonic diverticular abscess: is colon resection necessary?

scientific article published on May 2013

Percutaneous management of bile duct strictures and injuries associated with laparoscopic cholecystectomy: a decade of experience

scientific article published in February 2004

Phenotyping and Visualizing Infusion-Related Reactions for Breast Cancer Patients

scientific article published in January 2017

Postoperative diarrhea and high ostomy output impact postoperative outcomes after elective colon and rectal operations regardless of Clostridium difficile infection

scientific article published on 04 June 2015

Practice Parameters for Anal Squamous Neoplasms ⬇️

scientific article published on 01 July 2012

Practice parameters for the management of Clostridium difficile infection

scientific article published on January 2015

Predicate argument structure frames for modeling information in operative notes

scientific article

Professionalism and the Review of Systems-Reply

scientific article published on 01 November 2019

Racial and Ethnic Disparities in Hospital Admissions from COVID-19: Determining the Impact of Neighborhood Deprivation and Primary Language

scientific article published on 18 May 2021

Racial/Ethnic Disparities in Hospital Admissions from COVID-19 and Determining the Impact of Neighborhood Deprivation and Primary Language

scientific article published on 03 September 2020

Rapid Implementation of a COVID-19 Remote Patient Monitoring Program

scientific article published on 11 May 2020

Readmission after colorectal surgery is related to preoperative clinical conditions and major complications

scientific article published on September 2013

Rectal prolapse

scientific article published on 02 November 2012

Recurrent Deep Network Models for Clinical NLP Tasks: Use Case with Sentence Boundary Disambiguation

scientific article published on 01 August 2019

Relationship between model for end-stage liver disease score and 30-day outcomes for patients undergoing elective colorectal resections: an American college of surgeons-national surgical quality improvement program study

scientific article published on May 2015

Representation of Drug Use in Biomedical Standards, Clinical Text, and Research Measures

scientific article published on 5 November 2015

Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation.

scientific article published in January 2017

Representation of occupational information across resources and validation of the occupational data for health model

scientific article

Representing Residence, Living Situation, and Living Conditions: An Evaluation of Terminologies, Standards, Guidelines, and Measures/Surveys

scientific article published on January 2016

Research data warehouse best practices: catalyzing national data sharing through informatics innovation

scientific article published in 2022

Residence, Living Situation, and Living Conditions Information Documentation in Clinical Practice.

scientific article

Resident-Physician Preferences for Electronic Handoff Note Content: Implications for Implementation of a System-Wide Electronic Health Record-Integrated Handoff Tool

scientific article published on 01 August 2019

Sacral resection for recurrent rectal cancer: analysis of morbidity and treatment results

scientific article published on 01 August 2006

Semantic Similarity and Relatedness between Clinical Terms: An Experimental Study ⬇️

scientific article published on November 13, 2010

Single Health System Adherence to 2012 Cervical Cancer Screening Guidelines at Extremes of Age and Posthysterectomy ⬇️

scientific article

Social and behavioral history information in public health datasets

scientific article published on 3 November 2012

Standardizing Clinical Document Names Using the HL7/LOINC Document Ontology and LOINC Codes ⬇️

scientific article published on November 13, 2010

Strategies for building robust prediction models using data unavailable at prediction time

scientific article published on 28 December 2021

Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record

scientific article

Suboptimal weight loss after gastric bypass surgery: correlation of demographics, comorbidities, and insurance status with outcomes

scientific article published on 11 December 2007

Surgical management of bile duct injuries sustained during laparoscopic cholecystectomy: perioperative results in 200 patients

scientific article published in May 2005

System-Wide Improvement for Transitions After Ileostomy Surgery: Can Intensive Monitoring of Protocol Compliance Decrease Readmissions? A Randomized Trial

scientific article published on 01 March 2019

Systematic refinement of a health information technology time and motion workflow instrument for inpatient nursing care using a standardized interface terminology ⬇️

scientific article published on October 22, 2011

Test Performance of Cervical Cytology Among Adults With vs Without Human Papillomavirus Vaccination

scientific article published on 25 May 2022

The American Society of Colon and Rectal Surgeons' Clinical Practice Guideline for the Evaluation and Management of Constipation

scientific article published on 01 June 2016

The Clinical Information Systems Response to the COVID-19 Pandemic

scientific article published in August 2021

The Impact of Patient Interactive Systems on the Management of Pain in an Inpatient Hospital Setting: A Systematic Review

scientific article published on 14 August 2019

The Review of Systems, the Electronic Health Record, and Billing

scientific article published on 01 July 2019

The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites

scientific article published on 01 August 2019

The Value of the Surgeon Informatician

scientific article published on 08 May 2020

The current management of postoperative bile duct strictures

scientific article

The evolving role of laparoscopy in colonic diverticular disease: a systematic review

scientific article published on March 2013

The prevalence of obesity documentation in Primary Care Electronic Medical Records. Are we acknowledging the problem?

scientific article published on 25 January 2017

The role of organizational culture in health information technology implementations: A scoping review

scientific article published in July 2022

Time to Strongly Consider Agile for Surgical Care Improvement

scientific article published on 01 October 2020

Towards Comprehensive Clinical Abbreviation Disambiguation Using Machine-Labeled Training Data

scientific article

Towards a framework for developing semantic relatedness reference standards ⬇️

scientific article published on October 31, 2010

Towards the Standardized Documentation of E-Cigarette Use in the Electronic Health Record for Population Health Surveillance and Research.

scientific article published on 25 March 2015

Translating standards into practice: experiences and lessons learned in biomedicine and health care

scientific article published on 30 June 2012

U-path: An undirected path-based measure of semantic similarity

scientific article published on 14 November 2014

Usability Evaluation of Electronic Health Record System around Clinical Notes Usage-An Ethnographic Study

scientific article

Usability Evaluation of NLP-PIER: A Clinical Document Search Engine for Researchers.

scientific article published in January 2017

Usability Evaluation of an EHR's Clinical Notes Interface from the Perspective of Attending and Resident Physicians: An Exploratory Study

scientific article published in January 2017

Usability Evaluation of an Unstructured Clinical Document Query Tool for Researchers.

scientific article

Usability Testing of Two Ambulatory EHR Navigators

scientific article published on 15 June 2016

Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases

scientific article published on 22 March 2008

Using SemRep to label semantic relations extracted from clinical text.

scientific article published on 3 November 2012

Using a Bedside Interactive Technology to Solicit and Record Pediatric Pain Reassessments: Parent and Nursing Perspectives on a Novel Workflow.

scientific article published on 18 May 2018

Using discordance to improve classification in narrative clinical databases: an application to community-acquired pneumonia

scientific article

Using language models to identify relevant new information in inpatient clinical notes

scientific article

Using semantic predications to uncover drug-drug interactions in clinical data

scientific article

Validation of Administrative Coding and Clinical Notes for Hospital-Acquired Acute Kidney Injury in Adults

scientific article published in 2021

iDISK: the integrated DIetary Supplements Knowledge base

scientific article published on 01 April 2020

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