List of works - Elizabeth S Burnside

A Probabilistic Model to Support Radiologists' Classification Decisions in Mammography Practice

scientific article published on 28 February 2019

A comprehensive methodology for determining the most informative mammographic features

scientific article published on October 2013

A logistic regression model based on the national mammography database format to aid breast cancer diagnosis

scientific article published on April 2009

Addressing the challenge of assessing physician-level screening performance: mammography as an example

scientific article

Age-based versus Risk-based Mammography Screening in Women 40-49 Years Old: A Cross-sectional Study

scientific article published on 11 June 2019

American College Of Radiology/Society of Breast Imaging curriculum for resident and fellow education in breast imaging

scientific article

Artificial neural networks in mammography interpretation and diagnostic decision making

scientific article published on 26 May 2013

Association between Screening Mammography Recall Rate and Interval Cancers in the UK Breast Cancer Service Screening Program: A Cohort Study

Automatic classification of mammography reports by BI-RADS breast tissue composition class

scientific article

Axial shear strain imaging for breast mass differentiation

Axial-shear strain imaging for differentiating benign and malignant breast masses

scientific article

Bayesian network to predict breast cancer risk of mammographic microcalcifications and reduce number of benign biopsy results: initial experience

scientific article published on September 2006

Bayesian networks: computer-assisted diagnosis support in radiology

scientific article

Breast cancer risk estimation with artificial neural networks revisited: discrimination and calibration

scientific article

CT Colonography Reporting and Data System (C-RADS): benchmark values from a clinical screening program

scientific article

Cancer Yield and Patterns of Follow-up for BI-RADS Category 3 after Screening Mammography Recall in the National Mammography Database

scientific article published on 19 May 2020

Circulating serum xenoestrogens and mammographic breast density

scientific article

Comparing Mammography Abnormality Features to Genetic Variants in the Prediction of Breast Cancer in Women Recommended for Breast Biopsy

scientific article

Comparison of screening full-field digital mammography and digital breast tomosynthesis technical recalls

scientific article published on 22 December 2018

Cost benefits of picture archiving and communications systems

scientific article published in April 1996

Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults

scientific article published in 2023

Differentiating benign from malignant solid breast masses with US strain imaging

scientific article published on November 2007

Effects of screening and systemic adjuvant therapy on ER-specific US breast cancer mortality

scientific article

Extracting BI-RADS Features from Portuguese Clinical Texts

scientific article published on January 2012

Feasibility of near-infrared diffuse optical spectroscopy on patients undergoing imageguided core-needle biopsy

scientific article

Fluorescence spectroscopy: an adjunct diagnostic tool to image-guided core needle biopsy of the breast

scientific article published on 04 March 2009

Framing the Clinical Encounter: Shared Decision-Making, Mammography Screening, and Decision Satisfaction

scientific article published on 28 October 2020

Impact of axillary ultrasound and core needle biopsy on the utility of intraoperative frozen section analysis and treatment decision making in women with invasive breast cancer

scientific article published on 06 April 2012

Improving a Bayesian network's ability to predict the probability of malignancy of microcalcifications on mammography

Informatics in radiology: comparison of logistic regression and artificial neural network models in breast cancer risk estimation

scientific article

Information Extraction for Clinical Data Mining: A Mammography Case Study

scientific article

Long-term Outcomes and Cost-effectiveness of Breast Cancer Screening with Digital Breast Tomosynthesis in the United States

scientific article published on 10 September 2019

Mammographic breast density and serum phytoestrogen levels

scientific article

Movement of a biopsy-site marker clip after completion of stereotactic directional vacuum-assisted breast biopsy: case report

scientific article published in November 2001

Optimal Breast Biopsy Decision-Making Based on Mammographic Features and Demographic Factors

scientific article

Optimal Policies for Reducing Unnecessary Follow-up Mammography Exams in Breast Cancer Diagnosis

scientific article published on September 2013

Predicting Malignancy from Mammography Findings and Surgical Biopsies

scientific article

Predicting invasive breast cancer versus DCIS in different age groups

scientific article

Probabilistic computer model developed from clinical data in national mammography database format to classify mammographic findings

scientific article

Pursuing optimal thresholds to recommend breast biopsy by quantifying the value of tomosynthesis

scientific article

Score As You Lift (SAYL): A Statistical Relational Learning Approach to Uplift Modeling

Socioeconomic disparities in the decline in invasive breast cancer incidence

scientific article

Support Vector Machines for Differential Prediction

The ACR BI-RADS experience: learning from history

scientific article

The Effect of Budgetary Restrictions on Breast Cancer Diagnostic Decisions

scientific article published on April 2012

The effects of training parameters on learning a probabilistic expert system for mammography

The impact of alternative practices on the cost and quality of mammographic screening in the United States

scientific article published in July 2001

The mammographic density of a mass is a significant predictor of breast cancer

scientific article

The vitamin D pathway and mammographic breast density among postmenopausal women

scientific article published on 17 August 2011

Toward Best Practices in Radiology Reporting

article

Use of microcalcification descriptors in BI-RADS 4th edition to stratify risk of malignancy

scientific article published on February 2007

Using Machine Learning to Identify Benign Cases with Non-Definitive Biopsy

scientific article published on 01 October 2013

Utility of 6-month follow-up imaging after a concordant benign breast biopsy result

scientific article

Validation of results from knowledge discovery: mass density as a predictor of breast cancer

scientific article

Variation in diagnostic performance among radiologists at screening CT colonography

scientific article published on 28 February 2013

What is the optimal threshold at which to recommend breast biopsy?

scientific article

List of works by Elizabeth S Burnside

A Probabilistic Model to Support Radiologists' Classification Decisions in Mammography Practice

A comprehensive methodology for determining the most informative mammographic features

A logistic regression model based on the national mammography database format to aid breast cancer diagnosis

Addressing the challenge of assessing physician-level screening performance: mammography as an example

Age-based versus Risk-based Mammography Screening in Women 40-49 Years Old: A Cross-sectional Study

American College Of Radiology/Society of Breast Imaging curriculum for resident and fellow education in breast imaging

Artificial neural networks in mammography interpretation and diagnostic decision making

Association between Screening Mammography Recall Rate and Interval Cancers in the UK Breast Cancer Service Screening Program: A Cohort Study

Automatic classification of mammography reports by BI-RADS breast tissue composition class

Axial shear strain imaging for breast mass differentiation

Axial-shear strain imaging for differentiating benign and malignant breast masses

Bayesian network to predict breast cancer risk of mammographic microcalcifications and reduce number of benign biopsy results: initial experience

Bayesian networks: computer-assisted diagnosis support in radiology

Breast cancer risk estimation with artificial neural networks revisited: discrimination and calibration

CT Colonography Reporting and Data System (C-RADS): benchmark values from a clinical screening program

Cancer Yield and Patterns of Follow-up for BI-RADS Category 3 after Screening Mammography Recall in the National Mammography Database

Circulating serum xenoestrogens and mammographic breast density

Comparing Mammography Abnormality Features to Genetic Variants in the Prediction of Breast Cancer in Women Recommended for Breast Biopsy

Comparison of screening full-field digital mammography and digital breast tomosynthesis technical recalls

Cost benefits of picture archiving and communications systems

Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults

Differentiating benign from malignant solid breast masses with US strain imaging

Effects of screening and systemic adjuvant therapy on ER-specific US breast cancer mortality

Extracting BI-RADS Features from Portuguese Clinical Texts

Feasibility of near-infrared diffuse optical spectroscopy on patients undergoing imageguided core-needle biopsy

Fluorescence spectroscopy: an adjunct diagnostic tool to image-guided core needle biopsy of the breast

Framing the Clinical Encounter: Shared Decision-Making, Mammography Screening, and Decision Satisfaction

Impact of axillary ultrasound and core needle biopsy on the utility of intraoperative frozen section analysis and treatment decision making in women with invasive breast cancer

Improving a Bayesian network's ability to predict the probability of malignancy of microcalcifications on mammography

Informatics in radiology: comparison of logistic regression and artificial neural network models in breast cancer risk estimation

Information Extraction for Clinical Data Mining: A Mammography Case Study

Long-term Outcomes and Cost-effectiveness of Breast Cancer Screening with Digital Breast Tomosynthesis in the United States

Mammographic breast density and serum phytoestrogen levels

Movement of a biopsy-site marker clip after completion of stereotactic directional vacuum-assisted breast biopsy: case report

Optimal Breast Biopsy Decision-Making Based on Mammographic Features and Demographic Factors

Optimal Policies for Reducing Unnecessary Follow-up Mammography Exams in Breast Cancer Diagnosis

Predicting Malignancy from Mammography Findings and Surgical Biopsies

Predicting invasive breast cancer versus DCIS in different age groups

Probabilistic computer model developed from clinical data in national mammography database format to classify mammographic findings

Pursuing optimal thresholds to recommend breast biopsy by quantifying the value of tomosynthesis

Score As You Lift (SAYL): A Statistical Relational Learning Approach to Uplift Modeling

Socioeconomic disparities in the decline in invasive breast cancer incidence

Support Vector Machines for Differential Prediction

The ACR BI-RADS experience: learning from history

The Effect of Budgetary Restrictions on Breast Cancer Diagnostic Decisions

The effects of training parameters on learning a probabilistic expert system for mammography

The impact of alternative practices on the cost and quality of mammographic screening in the United States

The mammographic density of a mass is a significant predictor of breast cancer

The vitamin D pathway and mammographic breast density among postmenopausal women

Toward Best Practices in Radiology Reporting

Use of microcalcification descriptors in BI-RADS 4th edition to stratify risk of malignancy

Using Machine Learning to Identify Benign Cases with Non-Definitive Biopsy

Utility of 6-month follow-up imaging after a concordant benign breast biopsy result

Validation of results from knowledge discovery: mass density as a predictor of breast cancer

Variation in diagnostic performance among radiologists at screening CT colonography

What is the optimal threshold at which to recommend breast biopsy?