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List of works by Karen Drukker

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

scientific article published on 9 October 2009

Additive Benefit of Radiomics Over Size Alone in the Distinction Between Benign Lesions and Luminal A Cancers on a Large Clinical Breast MRI Dataset

scientific article published on 10 May 2018

An image database management system for conducting CAD research

Applied Medical Image Processing, Second Edition: A Basic Course.

scientific article published in July 2014

Automated Breast Ultrasound in Breast Cancer Screening of Women With Dense Breasts: Reader Study of Mammography-Negative and Mammography-Positive Cancers

scientific article published on 4 April 2016

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

scientific article published on 01 January 2009

Automated detection of lung nodules in CT scans: false-positive reduction with the radial-gradient index.

scientific article published in April 2006

Automatic 3D lesion segmentation on breast ultrasound images

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 MRI radiomics: comparison of computer- and human-extracted imaging phenotypes

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 feature learning with adaptive deconvolutional networks

Character recognition and image manipulation for the clinical translation of CAD for breast ultrasound

Combined Benefit of Quantitative Three-Compartment Breast Image Analysis and Mammography Radiomics in the Classification of Breast Masses in a Clinical Data Set

scientific article published on 11 December 2018

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

article

Computerized analysis of shadowing on breast ultrasound for improved lesion detection

article

Computerized analysis of sonograms for the detection of breast lesions

Computerized detection and 3-way classification of breast lesions on ultrasound images

article

Computerized detection and classification of cancer on breast ultrasound1

scientific article published on 01 May 2004

Computerized detection and classification of lesions on breast ultrasound

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

scientific article published on January 2014

Computerized lesion detection on breast ultrasound.

scientific article published in July 2002

Deciphering Genomic Underpinnings of Quantitative MRI-based Radiomic Phenotypes of Invasive Breast Carcinoma

scientific article published on 7 December 2015

Deep learning in medical imaging and radiation therapy

article

Enhancement of breast CADx with unlabeled dataa) ⬇️

scientific article published on August 1, 2010

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

scientific article

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

scientific article published on 4 January 2018

Impact of lesion segmentation metrics on computer-aided diagnosis/detection in breast computed tomography

scientific article published on October 2014

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

Introduction to Special Issue on Datasets hosted in The Cancer Imaging Archive (TCIA)

scientific article published on 17 November 2020

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

scientific article published on March 2014

Most-enhancing tumor volume by MRI radiomics predicts recurrence-free survival "early on" in neoadjuvant treatment of breast cancer.

scientific article published on 13 April 2018

Multimodality Computerized Diagnosis of Breast Lesions Using Mammography and Sonography1

scientific article published on 01 August 2005

Noise injection for training artificial neural networks: a comparison with weight decay and early stopping

scientific article published on October 2009

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 Triple-Modality CADx on Breast Cancer Diagnostic Classification

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

scientific article

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

scientific article published on 24 March 2013

Radiogenomics of breast cancer using dynamic contrast enhanced MRI and gene expression profiling

scientific article published on 15 July 2019

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

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

Roles of biologic breast tissue composition and quantitative image analysis of mammographic images in breast tumor characterization

article

SPIE-AAPM-NCI BreastPathQ challenge: an image analysis challenge for quantitative tumor cellularity assessment in breast cancer histology images following neoadjuvant treatment

scientific article published on 08 May 2021

Segmentation of breast masses on dedicated breast computed tomography and three-dimensional breast ultrasound images

scientific article published on 23 April 2014

Semiparametric estimation of the relationship between ROC operating points and the test-result scale: application to the proper binormal model

scientific article

The effect of image quality on the appearance of lesions on breast ultrasound: implications for CADx

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

scientific article

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