Lubomir M. Hadjiiski
Orcid: 0000-0003-2069-8066
According to our database1,
Lubomir M. Hadjiiski
authored at least 164 papers
between 1996 and 2023.
Collaborative distances:
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Bibliography
2023
Survival prediction for patients with metastatic urothelial cancer after immunotherapy using machine learning.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
Bladder cancer treatment response assessment in CT urography by using deep-learning and radiomics.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
2022
Recursive Training Strategy for a Deep Learning Network for Segmentation of Pathology Nuclei With Incomplete Annotation.
IEEE Access, 2022
Fusion of multiple deep convolutional neural networks (DCNNs) for improved segmentation of lung nodules in CT images.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
Effect of computerized decision support on diagnostic accuracy and intra-observer variability in multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
2021
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.
IEEE Trans. Medical Imaging, 2021
Reinforced learning from serial CT to improve the early diagnosis of lung cancer in screening.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Severity assessment of COVID-19 using imaging descriptors: a deep-learning transfer learning approach from non-COVID-19 pneumonia.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography with and without computerized decision support.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Deep learning-based risk stratification for treatment management of multiple myeloma with sequential MRI scans.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
2020
Generating high resolution digital mammogram from digitized film mammogram with conditional generative adversarial network.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Hazards of data leakage in machine learning: a study on classification of breast cancer using deep neural networks.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Convolutional neural network-based decision support system for bladder cancer staging in CT urography: decision threshold estimation and validation.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2019
Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets.
IEEE Trans. Medical Imaging, 2019
Variabilities in Reference Standard by Radiologists and Performance Assessment in Detection of Pulmonary Embolism in CT Pulmonary Angiography.
J. Digit. Imaging, 2019
Quantitative MRI biomarker for treatment response assessment of multiple myeloma: robustness evaluation using independent test set of prospective cases.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Analysis of deep convolutional features for detection of lung nodules in computed tomography.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Homogenization of breast MRI across imaging centers and feature analysis using unsupervised deep embedding.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Bladder cancer staging in CT urography: estimation and validation of decision thresholds for a radiomics-based decision support system.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
2018
Differentiating invasive and pre-invasive lung cancer by quantitative analysis of histopathologic images.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Compression of deep convolutional neural network for computer-aided diagnosis of masses in digital breast tomosynthesis.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Cross-domain and multi-task transfer learning of deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Bladder cancer treatment response assessment with radiomic, clinical and radiologist semantic features.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Bladder cancer staging in CT urography: effect of stage labels on statistical modeling of a decision support system.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Bladder cancer treatment response assessment in CT urography using two-channel deep-learning network.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Fully automated pectoral muscle identification on MLO-view mammograms with deep convolutional neural network.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
2017
Quantitative analysis of CT attenuation distribution patterns of nodule components for pathologic categorization of lung nodules.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancer.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Radiomics biomarkers for accurate tumor progression prediction of oropharyngeal cancer.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Bladder cancer treatment response assessment using deep learning in CT with transfer learning.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
A Similarity Study of Interactive Content-Based Image Retrieval Scheme for Classification of Breast Lesions.
IEICE Trans. Inf. Syst., 2016
Best-Quality Vessel Identification Using Vessel Quality Measure in Multiple-Phase Coronary CT Angiography.
Comput. Math. Methods Medicine, 2016
Automated identification of best-quality coronary artery segments from multiple-phase coronary CT angiography (cCTA) for vessel analysis.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Reference state estimation of breast computed tomography for registration with digital mammography.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
First and second-order features for detection of masses in digital breast tomosynthesis.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Comparison of bladder segmentation using deep-learning convolutional neural network with and without level sets.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Computer-aided detection of bladder mass within non-contrast-enhanced region of CT Urography (CTU).
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Computerized flow and vessel wall analyses of coronary arteries for detection of non-calcified plaques in coronary CT angiography.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
2015
Robustness evaluation of a computer-aided detection system for pulmonary embolism (PE) in CTPA using independent test set from multiple institutions.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Automatic selection of best quality vessels from multiple-phase coronary CT angiography (cCTA).
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Ureter segmentation in CT urography (CTU) by COMPASS with multiscale Hessian enhancement.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Quantitative analysis of arterial flow properties for detection of non-calcified plaques in ECG-gated coronary CT angiography.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Digital breast tomosynthesis: effects of projection-view distribution on computer-aided detection of microcalcification clusters.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Segmentation of urinary bladder in CT urography (CTU) using CLASS with enhanced contour conjoint procedure.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Computerized luminal analysis for detection of non-calcified plaques in coronary CT angiography.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
2013
Curved planar reformation and optimal path tracing (CROP) method for false positive reduction in computer-aided detection of pulmonary embolism in CTPA.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Automatic identification of origins of left and right coronary arteries in CT angiography for coronary arterial tree tracking and plaque detection.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Detection of microcalcifications in breast tomosynthesis reconstructed with multiscale bilateral filtering regularization.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Neural network training by maximization of the area under the ROC curve: application to characterization of masses on breast ultrasound as malignant or benign.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Automated registration of coronary arterial trees from multiple phases in coronary CT angiography (cCTA).
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Multiscale intensity homogeneity transformation method and its application to computer-aided detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA).
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Computerized detection of non-calcified plaques in coronary CT angiography: topological soft-gradient detection method for plaque prescreening.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
2012
Automated coronary artery tree extraction in coronary CT angiography using a multiscale enhancement and dynamic balloon tracking (MSCAR-DBT) method.
Comput. Medical Imaging Graph., 2012
Pulmonary vessel segmentation utilizing curved planar reformation and optimal path finding (CROP) in computed tomographic pulmonary angiography (CTPA) for CAD applications.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Automatic seed point identification and main artery segmentation for pulmonary vascular tree segmentation and tracking in computed tomographic pulmonary angiography (CTPA).
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Interactive content-based image retrieval (CBIR) computer-aided diagnosis (CADx) system for ultrasound breast masses using relevance feedback.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
A similarity study between the query mass and retrieved masses using decision tree content-based image retrieval (DTCBIR) CADx system for characterization of ultrasound breast mass images.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Computer-aided detection of microcalcifications in digital breast tomosynthesis (DBT): a multichannel signal detection approach on projection views.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Breast Parenchymal Pattern (BPP) Analysis: Comparison of Digital Mammograms and Breast Tomosynthesis.
Proceedings of the Breast Imaging, 2012
Proceedings of the Breast Imaging, 2012
Proceedings of the Breast Imaging, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Computerized detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA): improvement of vessel segmentation.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Similarity evaluation between query and retrieved masses using a content-based image retrieval (CBIR) CADx system for characterization of breast masses on ultrasound images: an observer study.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Computer-aided detection of breast masses in digital breast tomosynthesis (DBT): improvement of false positive reduction by optimization of object segmentation.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Study of adaptability of breast density analysis system developed for screen film mammograms (SFMs) to full-field digital mammograms (FFDMs): robustness of parenchymal texture analysis.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
2010
Automated segmentation and tracking of coronary arteries in cardiac CT scans: comparison of performance with a clinically used commercial software.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Interobserver variability effects on computerized volume analysis of treatment response of head and neck lesions in CT.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Digital breast tomosynthesis: feasibility of automated detection of microcalcification clusters on projections views.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Digital breast tomosynthesis: computerized detection of microcalcifications in reconstructed breast volume using a 3D approach.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Association of a mammographic parenchymal pattern (MPP) descriptor with breast cancer risk: a case-control study.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
2009
Evaluation of computerized detection of pulmonary embolism in independent data sets of computed tomographic pulmonary angiographic (CTPA) scans.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Automated segmentation of urinary bladder and detection of bladder lesions in multi-detector row CT urography.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
A computer-aided diagnosis system for prediction of the probability of malignancy of breast masses on ultrasound images.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Comparison of computerized mass detection in digital breast tomosynthesis (DBT) mammograms and conventional mammograms.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Comparison of breast parenchymal pattern on prior mammograms of breast cancer patients and normal subjects.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
2008
Performance Analysis of Three-Class Classifiers: Properties of a 3-D ROC Surface and the Normalized Volume Under the Surface for the Ideal Observer.
IEEE Trans. Medical Imaging, 2008
Classifier performance estimation under the constraint of a finite sample size: Resampling schemes applied to neural network classifiers.
Neural Networks, 2008
Automated segmentation and tracking of coronary arteries in ECG-gated cardiac CT scans.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Comparison of mammographic parenchymal patterns of normal subjects and breast cancer patients.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Breast mass segmentation on dynamic contrast-enhanced magnetic resonance scans using the level set method.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Concordance of computer-extracted image features with BI-RADS descriptors for mammographic mass margin.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Volume analysis of treatment response of head and neck lesions using 3D level set segmentation.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Automated detection of breast vascular calcification on full-field digital mammograms.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Characterization of posterior acoustic features of breast masses on ultrasound images using artificial neural network.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Design and evaluation of a new automated method for the segmentation and characterization of masses on ultrasound images.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Digital tomosynthesis mammography: comparison of mass classification using 3D slices and 2D projection views.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Classification of breast masses and normal tissues in digital tomosynthesis mammography.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Breast Mass Classification on Full-Field Digital Mammography and Screen-Film Mammography.
Proceedings of the Digital Mammography, 2008
Computerized Detection and Classification of Malignant and Benign Microcalcifications on Full Field Digital Mammograms.
Proceedings of the Digital Mammography, 2008
Automated Registration of Volumes of Interest for a Combined X-Ray Tomosynthesis and Ultrasound Breast Imaging System.
Proceedings of the Digital Mammography, 2008
Detection of Masses in Digital Breast Tomosynthesis Mammography: Effects of the Number of Projection Views and Dose.
Proceedings of the Digital Mammography, 2008
2007
A dynamic multiple thresholding method for automated breast boundary detection in digitized mammograms.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Digital tomosynthesis mammography: intra- and interplane artifact reduction for high-contrast objects on reconstructed slices using a priori 3D geometrical information.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Automated detection of pulmonary embolism (PE) in computed tomographic pulmonary angiographic (CTPA) images: multiscale hierachical expectation-maximization segmentation of vessels and PEs.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Pulmonary nodule registration in serial CT scans using rib anatomy and nodule template matching.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
The effect of nodule segmentation on the accuracy of computerized lung nodule detection on CT scans: comparison on a data set annotated by multiple radiologists.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Computer-aided diagnosis for interval change analysis of lung nodule features in serial CT examinations.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Computer-aided detection of masses in digital tomosynthesis mammography: combination of 3D and 2D detection information.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
2006
Automatic pulmonary vessel segmentation in 3D computed tomographic pulmonary angiographic (CTPA) images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Computer-aided detection of breast masses on mammograms: bilateral analysis for false positive reduction.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Computerized lung nodule detection on screening CT scans: performance on juxta-pleural and internal nodules.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis: comparison of classifiers.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Computer-aided detection of clustered microcalcifications on full-field digital mammograms: a two-view information fusion scheme for FP reduction.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Regularized discriminate analysis for breast mass detection on full field digital mammograms.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Two-view information fusion for improvement of computer-aided detection (CAD) of breast masses on mammograms.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
2005
Computerized pectoral muscle identification on MLO-view mammograms for CAD applications.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Comparison of decision tree classifiers with neural network and linear discriminant analysis classifiers for computer-aided diagnosis: a Monte Carlo simulation study.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
False-positive reduction using Hessian features in computer-aided detection of pulmonary nodules on thoracic CT images.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Computer-aided detection of microcalcification clusters on full-field digital mammograms: multiscale pyramid enhancement and false positive reduction using an artificial neural network.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Computer-aided detection of breast masses on mammograms: performance improvement using a dual system.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
2004
Computerized multiple image analysis on mammograms: performance improvement of nipple identification for registration of multiple views using texture convergence analyses.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Multimodality CAD: combination of computerized classification techniques based on mammograms and 3D ultrasound volumes for improved accuracy in breast mass characterization.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
ROC study of the effects of computer-aided interval change analysis on radiologists' characterization of breast masses in two-view serial mammograms.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Computer-aided detection of lung nodules: false positive reduction using a 3D gradient field method.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Computer-aided detection of breast masses on full-field digital mammograms: false positive reduction using gradient field analysis.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Sample size and validation issues on the development of CAD systems.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Computerized detection of pulmonary embolism in 3D computed tomographic (CT) images: vessel tracking and segmentation techniques.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Three-dimensional active contour model for characterization of solid breast masses on three-dimensional ultrasound images.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
ROC study: effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammograms.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Design of three-class classifiers in computer-aided diagnosis: Monte Carlo simulation study.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2002
Use of joint two-view information for computerized lesion detection on mammograms: improvement of microcalcification detection accuracy.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Computer-aided characterization of malignant and benign microcalcification clusters based on the analysis of temporal change of mammographic features.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Optimal neural network architecture selection: effects on computer-aided detection of mammographic microcalcifications.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
2001
Computer-Aided Characterization of Mammographic Masses: Accuracy of Mass Segmentation and Its Effect on Characterization.
IEEE Trans. Medical Imaging, 2001
Recognition of lesion correspondence on two mammographic views: a new method of false-positive reduction for computerized mass detection.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Analysis of temporal change of mammographic features for computer-aided characterization of malignant and benign masses.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Computerized lung nodule detection on thoracic CT images: combined rule-based and statistical classifier for false-positive reduction.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Interval change analysis in temporal pairs of mammograms using a local affine transformation.
Proceedings of the Medical Imaging 2000: Image Processing, 2000
1999
IEEE Trans. Medical Imaging, 1999
Stepwise linear discriminant analysis in computer-aided diagnosis: the effect of finite sample size.
Proceedings of the Medical Imaging 1999: Image Processing, 1999
Hybrid unsupervised-supervised approach for computerized classification of malignant and benign masses on mammograms.
Proceedings of the Medical Imaging 1999: Image Processing, 1999
1996
PhD thesis, 1996