Search filters

List of works by Maryellen Lissak Giger

A dual-stage method for lesion segmentation on digital mammograms

scientific article

A fuzzy c-means (FCM)-based approach for computerized segmentation of breast lesions in dynamic contrast-enhanced MR images

scientific article

A novel hybrid linear/nonlinear classifier for two-class classification: theory, algorithm, and applications

scientific article published on 9 October 2009

A scaling transformation for classifier output based on likelihood ratio: applications to a CAD workstation for diagnosis of breast cancer

scientific article

Advancing Research on Medical Image Perception by Strengthening Multidisciplinary Collaboration

scientific article published in 2021

An improved shift-invariant artificial neural network for computerized detection of clustered microcalcifications in digital mammograms

scientific article

Analysis of spiculation in the computerized classification of mammographic masses

scientific article published in October 1995

Anniversary paper: History and status of CAD and quantitative image analysis: the role of Medical Physics and AAPM.

scientific article

Application of the EM algorithm to radiographic images

scientific article published in September 1992

Artificial intelligence in the interpretation of breast cancer on MRI

scientific article published on 25 July 2019

Automated Method for Improving System Performance of Computer-Aided Diagnosis in Breast Ultrasound

scientific article published on 01 January 2009

Automated computerized classification of malignant and benign masses on digitized mammograms

scientific article published in March 1998

Automated lung segmentation in digital lateral chest radiographs

scientific article published on August 1998

Automated lung segmentation in digitized posteroanterior chest radiographs

scientific article published on April 1998

Automated mesenchymal stem cell segmentation and machine learning-based phenotype classification using morphometric and textural analysis

scientific article published on 01 January 2021

Automated segmentation of digitized mammograms

scientific article published on January 1995

Automatic identification and classification of characteristic kinetic curves of breast lesions on DCE-MRI.

scientific article published in August 2006

Automatic segmentation of breast lesions on ultrasound

scientific article published on 01 August 2001

Automatic segmentation of liver structure in CT images.

scientific article published on January 1993

Basic imaging properties of a large image intensifier-TV digital chest radiographic system

scientific article

Biomedical Imaging Research Opportunities Workshop II: Report and Recommendations

article

Biomedical Imaging Research Opportunities Workshop: Report and Recommendations

article

Biomedical Imaging Research Opportunities Workshop: report and recommendations overview of the workshop

scientific article published in August 2003

Breast MRI radiomics for the pretreatment prediction of response to neoadjuvant chemotherapy in node-positive breast cancer patients

scientific article published on 01 July 2019

Breast US computer-aided diagnosis system: robustness across urban populations in South Korea and the United States

scientific article

Breast US computer-aided diagnosis workstation: performance with a large clinical diagnostic population

scientific article

Breast image analysis for risk assessment, detection, diagnosis, and treatment of cancer

scientific article published on 13 May 2013

Breast lesion classification based on dynamic contrast-enhanced magnetic resonance images sequences with long short-term memory networks

scientific article published on 21 August 2018

Cancerous breast lesions on dynamic contrast-enhanced MR images: computerized characterization for image-based prognostic markers

scientific article

Cascaded deep transfer learning on thoracic CT in COVID-19 patients treated with steroids

scientific article published on 09 December 2020

Cell distance mapping identifies functional T follicular helper cells in inflamed human renal tissue

scientific article

Characterization of bone quality using computer-extracted radiographic features

article

Chord-based image reconstruction from clinical projection data

Classification of breast lesions with multimodality computer-aided diagnosis: observer study results on an independent clinical data set.

scientific article

Combined use of T2-weighted MRI and T1-weighted dynamic contrast-enhanced MRI in the automated analysis of breast lesions

scientific article

Comparison of Breast MRI Tumor Classification Using Human-Engineered Radiomics, Transfer Learning From Deep Convolutional Neural Networks, and Fusion Methods

scientific article published on 21 November 2019

Comparison of barbed versus conventional sutures for wound closure of radiologically implanted chest ports

scientific article published on 6 June 2014

Comparison of radiographic texture analysis from computed radiography and bone densitometry systems

scientific article published on April 2004

Comparison of two-class and three-class Bayesian artificial neural networks in estimation of observations drawn from simulated bivariate normal distributions

scholarly article published 3 March 2011

Compositional Three-Component Breast Imaging of Fibroadenoma and Invasive Cancer Lesions: Pilot Study

article

Computer aided diagnosis of breast cancer on mammograms

article

Computer-Aided Diagnosis in Radiology

scientific article published on 01 January 2002

Computer-aided assessment of cardiac computed tomographic images

Computer-aided detection of clustered microcalcifications on digital mammograms.

scientific article

Computer-aided detection of clustered microcalcifications: an improved method for grouping detected signals.

scientific article published on November 1993

Computerized analysis of breast lesions in three dimensions using dynamic magnetic-resonance imaging

article

Computerized analysis of images in the detection and diagnosis of breast cancer

scientific article

Computerized analysis of mammographic parenchymal patterns for assessing breast cancer risk: effect of ROI size and location

scientific article published in March 2004

Computerized analysis of mammographic parenchymal patterns for breast cancer risk assessment: Feature selection

article

Computerized analysis of mammographic parenchymal patterns on a large clinical dataset of full-field digital mammograms: robustness study with two high-risk datasets

scientific article

Computerized analysis of multiple-mammographic views: potential usefulness of special view mammograms in computer-aided diagnosis

article

Computerized analysis of radiographic bone patterns: Effect of imaging conditions on performance

article

Computerized analysis of shadowing on breast ultrasound for improved lesion detection

article

Computerized assessment of breast lesion malignancy using DCE-MRI robustness study on two independent clinical datasets from two manufacturers

scientific article

Computerized assessment of motion-contaminated calcified plaques in cardiac multidetector CT.

scientific article published in December 2007

Computerized characterization of mammographic masses: analysis of spiculation

article

Computerized delineation and analysis of costophrenic angles in digital chest radiographs

scientific article published on May 1998

Computerized detection and classification of cancer on breast ultrasound1

scientific article published on 01 May 2004

Computerized detection of abnormal asymmetry in digital chest radiographs

scientific article

Computerized detection of breast cancer on automated breast ultrasound imaging of women with dense breasts

scientific article published on January 2014

Computerized detection of clustered microcalcifications in digital mammograms using a shift-invariant artificial neural network.

scientific article

Computerized detection of clustered microcalcifications in digital mammograms: applications of artificial neural networks

scientific article published on May 1992

Computerized detection of masses in digital mammograms: analysis of bilateral subtraction images

scientific article

Computerized detection of masses in digital mammograms: automated alignment of breast images and its effect on bilateral-subtraction technique

scientific article published on March 1994

Computerized detection of masses in digital mammograms: investigation of feature-analysis techniques

scientific article published on February 1994

Computerized detection of pulmonary nodules in digital chest images: use of morphological filters in reducing false-positive detections

scientific article

Computerized diagnosis of breast lesions on ultrasound

scientific article published on 01 February 2002

Computerized interpretation of breast MRI: investigation of enhancement-variance dynamics

scientific article published in May 2004

Computerized lesion detection on breast ultrasound

scientific article published in July 2002

Computerized mass detection for digital breast tomosynthesis directly from the projection images.

scientific article

Computerized method for evaluating diagnostic image quality of calcified plaque images in cardiac CT: validation on a physical dynamic cardiac phantom

scientific article

Computerized radiographic texture measures for characterizing bone strength: A simulated clinical setup using femoral neck specimens

article

Computerized texture analysis of mammographic parenchymal patterns of digitized mammograms

scientific article published in July 2005

Computerized three-class classification of MRI-based prognostic markers for breast cancer

scientific article

Correlative feature analysis on FFDM.

scientific article published on December 2008

DCEMRI of breast lesions: is kinetic analysis equally effective for both mass and nonmass-like enhancement?

scientific article published on July 2008

Deep convolutional neural networks in the classification of dual-energy thoracic radiographic views for efficient workflow: analysis on over 6500 clinical radiographs

scientific article published on 01 January 2020

Detection of lung nodules in digital chest radiographs using artificial neural networks: a pilot study

scientific article published in May 1995

Development of a digital duplication system for portable chest radiographs.

scientific article

Development of a high quality film duplication system using a laser digitizer: comparison with computed radiography.

scientific article published on January 1993

Development of an improved CAD scheme for automated detection of lung nodules in digital chest images

scientific article

Digital image subtraction of temporally sequential chest images for detection of interval change

scientific article published on March 1994

Digitized film radiography

scientific article published in November 1989

Dual-lumen chest port infection rates in patients with head and neck cancer

scientific article published on 14 August 2014

Effect of case selection on the performance of computer-aided detection schemes

scientific article published on February 1994

Effect of dominant features on neural network performance in the classification of mammographic lesions

scientific article published in October 1999

Enhancement of breast CADx with unlabeled dataa) ⬇️

scientific article published on August 1, 2010

Erratum to: Detection of lung nodules in digital chest radiographs using artificial neural networks: A pilot study

scholarly article by Y Wu et al published August 1995 in Journal of Digital Imaging

Estimating three-class ideal observer decision variables for computerized detection and classification of mammographic mass lesions

scientific article published in January 2004

Ethics and professionalism in medical physics: a survey of AAPM members

scientific article published on April 2013

Evaluating imaging and computer-aided detection and diagnosis devices at the FDA.

scientific article published on 3 February 2012

Evaluation of clinical breast MR imaging performed with prototype computer-aided diagnosis breast MR imaging workstation: reader study

scientific article published on 06 January 2011

Evaluation of computer-aided diagnosis on a large clinical full-field digital mammographic dataset.

scientific article

Evaluation of imaging properties of a laser film digitizer

scientific article published on January 1, 1992

Exploring nonlinear feature space dimension reduction and data representation in breast Cadx with Laplacian eigenmaps and t-SNE.

scientific article

Feature selection with limited datasets

scientific article published in October 1999

Feature-based characterization of motion-contaminated calcified plaques in cardiac multidetector CT.

scientific article published in December 2007

Fractal Analysis of Mammographic Parenchymal Patterns in Breast Cancer Risk Assessment

article

Fuzzy c-means segmentation of major vessels in angiographic images of stroke

scientific article published on 4 January 2018

Guest editorial computer-aided diagnosis in medical imaging

article

Harmonization of radiomic features of breast lesions across international DCE-MRI datasets

scientific article published on 01 January 2020

Ideal observer approximation using Bayesian classification neural networks

scientific article published on 01 September 2001

Identifying Corresponding Lesions from CC and MLO Views Via Correlative Feature Analysis

Image feature analysis and computer-aided diagnosis in digital radiography. 3. Automated detection of nodules in peripheral lung fields

scientific article published on March 1988

Image quality evaluation of motion-contaminated calcified plaques in cardiac CT

Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI

scientific article published on 24 February 2021

Improving breast cancer diagnosis with computer-aided diagnosis

scientific article published in January 1999

Improving the Temporal Resolution of Tomographic Images Using a PI-Line Based Backprojection Filtration Algorithm

Independent validation of machine learning in diagnosing breast Cancer on magnetic resonance imaging within a single institution

scientific article published on 18 September 2019

Interreader scoring variability in an observer study using dual-modality imaging for breast cancer detection in women with dense breasts

scientific article published on 17 April 2013

Investigation of Calcified Coronary Plaque Tracking in Cardiac CT

Investigation of basic imaging properties in digital radiography. 12. Effect of matrix configuration on spatial resolution

scientific article published on May 1988

Investigation of basic imaging properties in digital radiography. 13. Effect of simple structured noise on the detectability of simulated stenotic lesions

scientific article

Investigation of basic imaging properties in digital radiography. 2. Noise Wiener spectrum

scientific article published on November 1984

Investigation of basic imaging properties in digital radiography. 3. Effect of pixel size on SNR and threshold contrast

scientific article

Investigation of basic imaging properties in digital radiography. 8. Detection of simulated low-contrast objects in digital subtraction angiographic images.

scientific article

Investigation of basic imaging properties in digital radiography. I. Modulation transfer function

scientific article published on May 1984

Investigation of physical image quality indices of a bone densitometry system

scientific article published on April 2004

Level set segmentation of breast masses in contrast-enhanced dedicated breast CT and evaluation of stopping criteria

scientific article published on April 2014

Mammographic quantitative image analysis and biologic image composition for breast lesion characterization and classification

scientific article published on March 2014

Manganese-enhanced MRI detection of impaired calcium regulation in a mouse model of cardiac hypertrophy

scientific article published on 19 December 2014

Motion compensated reconstructions of calcified coronary plaques in cardiac CT

Multifractal radiographic analysis of osteoporosis

scientific article published in April 1994

Multimodality Computerized Diagnosis of Breast Lesions Using Mammography and Sonography1

scientific article published on 01 August 2005

Multimodality computer-aided breast cancer diagnosis with FFDM and DCE-MRI.

scientific article

Normal parenchymal enhancement patterns in women undergoing MR screening of the breast

scientific article published on 17 February 2011

PROGRESS IN BREAST CADx

PROSTATEx Challenges for computerized classification of prostate lesions from multiparametric magnetic resonance images

scientific article published on 01 October 2018

Performance of breast ultrasound computer-aided diagnosis: dependence on image selection

scientific article

Performance of computer-aided diagnosis in the interpretation of lesions on breast sonography

scientific article published on 01 March 2004

Pilot study demonstrating potential association between breast cancer image-based risk phenotypes and genomic biomarkers

scientific article published on March 2014

Potential Usefulness of Computerized Nodule Detection in Screening Programs for Lung Cancer ⬇️

scientific article published on June 1, 1992

Potential effect of different radiologist reporting methods on studies showing benefit of CAD.

scientific article published in February 2008

Potential of computer-aided diagnosis of high spectral and spatial resolution (HiSS) MRI in the classification of breast lesions

scientific article

Power spectral analysis of mammographic parenchymal patterns for breast cancer risk assessment

scientific article

Prevalence scaling: applications to an intelligent workstation for the diagnosis of breast cancer

scientific article

Quantifying in situ adaptive immune cell cognate interactions in humans

scientific article published on 18 February 2019

Quantitative analysis of multiparametric prostate MR images: differentiation between prostate cancer and normal tissue and correlation with Gleason score--a computer-aided diagnosis development study.

scientific article published on 07 February 2013

Quantitative imaging biomarkers: a review of statistical methods for computer algorithm comparisons

scientific article

Quantitative ultrasound image analysis of axillary lymph node status in breast cancer patients

scientific article published on 24 March 2013

ROI reconstruction of motion-contaminated data with a backprojection filtration algorithm

Radiographic texture analysis in the characterization of trabecular patterns in periprosthetic osteolysis

scientific article published on February 2008

Radiographic texture analysis of densitometer-generated calcaneus images differentiates postmenopausal women with and without fractures

article

Radiographic texture analysis of densitometric calcaneal images: relationship to clinical characteristics and to bone fragility

scientific article

Radiomics methodology for breast cancer diagnosis using multiparametric magnetic resonance imaging

scientific article published on 01 July 2020

Re: effectiveness of computer-aided detection in community mammography practice.

scientific article published on 20 December 2011

Reduction of false positives in computerized detection of lung nodules in chest radiographs using artificial neural networks, discriminant analysis, and a rule-based scheme

scientific article published in November 1994

Region-of-interest reconstruction of motion-contaminated data using a weighted backprojection filtration algorithm

scientific article published in May 2006

Relationships between computer-extracted mammographic texture pattern features and BRCA1/2 mutation status: a cross-sectional study

scientific article

Repeatability in computer-aided diagnosis: application to breast cancer diagnosis on sonography

scientific article

Reproducibility and sources of variability in radiographic texture analysis of densitometric calcaneal images

scientific article published on 26 December 2007

Research imaging in an academic medical center

scientific article published on 04 April 2012

Residual analysis of the water resonance signal in breast lesions imaged with high spectral and spatial resolution (HiSS) MRI: a pilot study

scientific article

Robustness of computerized lesion detection and classification scheme across different breast US platforms

scientific article

Role of standard and soft tissue chest radiography images in deep-learning-based early diagnosis of COVID-19

scientific article published on 01 January 2021

Suppression of motion-induced streak artifacts along chords in fan-beam BPF-reconstructions of motion-contaminated projection data

Temporal radiographic texture analysis in the detection of periprosthetic osteolysis

scientific article

Update On the Potential Role of CAD in Radiologic Interpretations

scientific article published on 01 June 2005

Update on the potential of computer-aided diagnosis for breast cancer

Use of clinical MRI maximum intensity projections for improved breast lesion classification with deep convolutional neural networks

scientific article published in January 2018

Using quantitative image analysis to classify axillary lymph nodes on breast MRI: a new application for the Z 0011 Era.

scientific article

Validation of quantitative analysis of multiparametric prostate MR images for prostate cancer detection and aggressiveness assessment: a cross-imager study

scientific article published on 12 February 2014

Variation in algorithm implementation across radiomics software

scientific article published on 01 October 2018

Volumetric texture analysis of breast lesions on contrast-enhanced magnetic resonance images

scientific article published in September 2007

Paulina is supported by:

About Paulina

Help