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List of works by Georgia Tourassi

A concentric morphology model for the detection of masses in mammography

scientific article

A cost-effective, case-control study on the association between breast cancer and pregnancy through web mining

A methodology for analysis extraction and visualization of CT scans

scholarly article

A neural network approach to breast cancer diagnosis as a constraint satisfaction problem

scientific article published in May 2001

A novel graphical user interface for high-efficacy modeling of human perceptual similarity opinions

A novel local learning based approach with application to breast cancer diagnosis

A novel web informatics approach for automated surveillance of cancer mortality trends

scientific article published on April 2016

A study on the computerized fractal analysis of architectural distortion in screening mammograms

scientific article

A user-oriented web crawler for selectively acquiring online content in e-health research

scientific article published on 29 September 2013

Acute pulmonary embolism: artificial neural network approach for diagnosis

scientific article published in November 1993

Acute pulmonary embolism: cost-effectiveness analysis of the effect of artificial neural networks on patient care

scientific article published in January 1998

Adapted morphing model for 3D volume reconstruction applied to abdominal CT images

An adaptive incremental approach to constructing ensemble classifiers: application in an information-theoretic computer-aided decision system for detection of masses in mammograms

scientific article

An artificial neural network for lesion detection on single-photon emission computed tomographic images

scientific article published in September 1992

Analysis of Online Social Networks to Understand Information Sharing Behaviors Through Social Cognitive Theory ⬇️

article

Application of the mutual information criterion for feature selection in computer-aided diagnosis

scientific article published in December 2001

Artificial neural network for diagnosis of acute pulmonary embolism: effect of case and observer selection

scientific article published in March 1995

Artificial neural networks for single photon emission computed tomography. A study of cold lesion detection and localization.

scientific article published in August 1993

Automated assessment of bilateral breast volume asymmetry as a breast cancer biomarker during mammographic screening

Automated breast mass detection in 3D reconstructed tomosynthesis volumes: a featureless approach

scientific article published on August 2008

Breast cancer detection using neutron stimulated emission computed tomography: prominent elements and dose requirements

scientific article published in October 2007

Breast segmentation in screening mammograms using multiscale analysis and self-organizing maps

scientific article published on January 2004

Case-Based CAD Systems in Breast Imaging

Case-based reasoning computer algorithm that uses mammographic findings for breast biopsy decisions

scientific article published in November 2000

Comparative analysis of data collection methods for individualized modeling of radiologists' visual similarity judgments in mammograms

scientific article

Comparative analysis of instance selection algorithms for instance-based classifiers in the context of medical decision support

scientific article published on 30 December 2010

Computer-Aided Diagnosis in Breast Imaging: Where Do We Go after Detection?

Computer-assisted detection of mammographic masses: a template matching scheme based on mutual information

scientific article published on August 2003

Decision optimization of case-based computer-aided decision systems using genetic algorithms with application to mammography

scientific article

Decision tree classification of proteins identified by mass spectrometry of blood serum samples from people with and without lung cancer

scientific article published in September 2003

Deep Learning for Automated Extraction of Primary Sites From Cancer Pathology Reports

scientific article published on 3 May 2017

Detecting Rumors Through Modeling Information Propagation Networks in a Social Media Environment

scholarly article published in Lecture Notes in Computer Science

Developing personalized decision support tools in radiology

Evaluating the effect of image preprocessing on an information-theoretic CAD system in mammography

scientific article published on May 2008

Evaluation of computer-aided detection and diagnosis systems

scientific article

Evaluation of information-theoretic similarity measures for content-based retrieval and detection of masses in mammograms

scientific article published on January 2007

Experimental detection of iron overload in liver through neutron stimulated emission spectroscopy.

scientific article published on 28 April 2008

Exploring the potential of context-sensitive CADe in screening mammography

scientific article

Extracting patient demographics and personal medical information from online health forums

scientific article published on 14 November 2014

Feature and knowledge based analysis for reduction of false positives in the computerized detection of masses in screening mammography

scientific article published on January 2005

Fractal Texture Analysis of Perfusion Lung Scans

scientific article published on 01 June 2000

Fractal analysis of radiologists' visual scanning pattern in screening mammography

Gaze as a biometric

Harnessing the Power of Collaboration and Training Within Clinical Data Science to Generate Real-World Evidence in the Era of Precision Oncology

scientific article published on 05 June 2019

Identifying error-making patterns in assessment of mammographic BI-RADS descriptors among radiology residents using statistical pattern recognition

scientific article published on 27 March 2012

Impact of missing data in evaluating artificial neural networks trained on complete data

scientific article

Improved noninvasive diagnosis of acute pulmonary embolism with optimally selected clinical and chest radiographic findings

scientific article published in December 1996

Individualized computer-aided education in mammography based on user modeling: concept and preliminary experiments

scientific article

Information-theoretic CAD system in mammography: entropy-based indexing for computational efficiency and robust performance

scientific article

Introduction to neutron stimulated emission computed tomography

scientific article published on 26 June 2006

Investigating the Association Between Sociodemographic Factors and Lung Cancer Risk Using Cyber Informatics

Investigating the link between radiologists' gaze, diagnostic decision, and image content

scientific article published on 20 June 2013

Journey toward Computer-aided Diagnosis: Role of Image Texture Analysis

article

LUNGx Challenge for computerized lung nodule classification: reflections and lessons learned

scientific article published on April 2015

Lesion size quantification in SPECT using an artificial neural network classification approach

scientific article published in June 1995

Methodology for generating a 3D computerized breast phantom from empirical data

scientific article

Modeling sequential context effects in diagnostic interpretation of screening mammograms.

scientific article published on 19 March 2018

Multifractal texture analysis of perfusion lung scans as a potential diagnostic tool for acute pulmonary embolism

scientific article published in January 2001

Mutual information-based template matching scheme for detection of breast masses: from mammography to digital breast tomosynthesis

scientific article

Near-Field High-Energy Spectroscopic Gamma Imaging Using a Rotation Modulation Collimator

scientific article published in November 2008

Neutron stimulated emission computed tomography: a Monte Carlo simulation approach.

scientific article published on October 2007

Neutron-stimulated emission computed tomography of a multi-element phantom

scientific article

Perceptron error surface analysis: a case study in breast cancer diagnosis

scientific article published in March 2002

Personalized modeling of human gaze: Exploratory investigation on mammogram readings

Point/counterpoint. Molecular breast imaging will soon replace x-ray mammography as the imaging modality of choice for women at high risk with dense breasts.

scientific article

Predicting Lung Cancer Incidence from Air Pollution Exposures Using Shapelet-based Time Series Analysis

scholarly article published February 2016

Predicting diagnostic error in radiology via eye-tracking and image analytics: preliminary investigation in mammography

scientific article published on October 2013

Predictive modeling of human perception subjectivity: feasibility study of mammographic lesion similarity

article published in 2012

Privacy-Preserving Deep Learning NLP Models for Cancer Registries

scientific article published in 2021

Probabilistic framework for reliability analysis of information-theoretic CAD systems in mammography

scientific article

Quality evaluation of fast morphing interpolation model for 3D volume reconstruction

Recent advances in chest radiography

scientific article published on December 2006

Reliability analysis framework for computer-assisted medical decision systems

scientific article published in February 2007

Residential Mobility and Lung Cancer Risk: Data-Driven Exploration Using Internet Sources

article

Rotating slat collimator design for high-energy near-field imaging

Selection of examples in case-based computer-aided decision systems

scientific article published on 14 October 2008

Self-organizing map for cluster analysis of a breast cancer database

scientific article published on February 2003

Significance of MPEG-7 textural features for improved mass detection in mammography

scientific article published in January 2006

Temporal stability of visual search-driven biometrics

The effect of class imbalance on case selection for case-based classifiers: an empirical study in the context of medical decision support

scientific article published on 18 July 2011

Training neural network classifiers for medical decision making: the effects of imbalanced datasets on classification performance

scientific article published on 27 December 2007

Transforming Epidemiology for 21st Century Medicine and Public Health

scientific article

Use of Natural Language Processing to Extract Clinical Cancer Phenotypes from Electronic Medical Records

scientific article published on 08 August 2019

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