Nicholas Petrick
Orcid: 0000-0001-5167-8899
According to our database1,
Nicholas Petrick
authored at least 106 papers
between 1995 and 2024.
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Bibliography
2024
npj Digit. Medicine, 2024
2023
Towards a Post-Market Monitoring Framework for Machine Learning-based Medical Devices: A case study.
CoRR, 2023
Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
Deep learning texture analysis for the assessment of trabecular bone stiffness in CT.
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023
2022
Nat. Mach. Intell., 2022
Monitoring machine learning (ML)-based risk prediction algorithms in the presence of confounding medical interventions.
CoRR, 2022
Profiling the BLAST bioinformatics application for load balancing on high-performance computing clusters.
BMC Bioinform., 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Wait-time-saving analysis and clinical effectiveness of computer-aided triage and notification (CADt) devices based on queueing theory.
Proceedings of the Medical Imaging 2022: Image Perception, 2022
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
2021
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
2020
Supplementing training with data from a shifted distribution for machine learning classifiers: adding more cases may not always help.
Proceedings of the Medical Imaging 2020: Image Perception, 2020
Mammographic Image Conversion Between Source and Target Acquisition Systems Using cGAN.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
2019
3-D Convolutional Neural Networks for Automatic Detection of Pulmonary Nodules in Chest CT.
IEEE J. Biomed. Health Informatics, 2019
Data transformations for variance stabilization in the statistical assessment of quantitative imaging biomarkers.
Proceedings of the Medical Imaging 2019: Image Perception, 2019
Reproducibility of CT-based texture feature quantification of simulated and 3D-printed trabecular bone: influence of noise and reconstruction kernel.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Reducing overfitting of a deep learning breast mass detection algorithm in mammography using synthetic images.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
2018
Assessment of computerized algorithms by comparing with human observers in binary classification tasks: a simulation study.
Proceedings of the Medical Imaging 2018: Image Perception, 2018
Proceedings of the Medical Imaging 2018: Image Perception, 2018
Proceedings of the Medical Imaging 2018: Image Perception, 2018
Quantitative characterization of liver tumor radiodensity in CT images: a phantom study between two scanners.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
2017
IEEE Trans. Medical Imaging, 2017
The effects of iterative reconstruction in CT on low-contrast liver lesion volumetry: a phantom study.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, 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
2015
IEEE Trans. Biomed. Eng., 2015
Pattern Recognit., 2015
Improving CAD performance by seamless insertion of pulmonary nodules in chest CT exams.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Factors affecting uncertainty in lung nodule volume estimation with CT: comparisons of findings from two estimation methods in a phantom study.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Efficient Hilbert transform-based alternative to Tofts physiological models for representing MRI dynamic contrast-enhanced images in computer-aided diagnosis of prostate cancer.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
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
Relating Fisher Information to Detectability of Changes in Nodule Characteristics with CT.
Proceedings of the Information Processing in Medical Imaging, 2013
2012
Seeing Is Believing: Video Classification for Computed Tomographic Colonography Using Multiple-Instance Learning.
IEEE Trans. Medical Imaging, 2012
IEEE Trans. Inf. Technol. Biomed., 2012
Strategies for improved interpretation of computer-aided detections for CT colonography utilizing distributed human intelligence.
Medical Image Anal., 2012
Computer vision approach to detect colonic polyps in computed tomographic colonography.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Automatic detection of axillary lymphadenopathy on CT scans of untreated chronic lymphocytic leukemia patients.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
3D supine and prone colon registration for computed tomographic colonography scans based on graph matching.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Evaluation of 1D, 2D and 3D nodule size estimation by radiologists for spherical and non-spherical nodules through CT thoracic phantom imaging.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Fusion of machine intelligence and human intelligence for colonic polyp detection in CT colonography.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Information-Theoretic Approach for Analyzing Bias and Variance in Lung Nodule Size Estimation With CT: A Phantom Study.
IEEE Trans. Medical Imaging, 2010
Pattern Recognit. Lett., 2010
Combining Statistical and Geometric Features for Colonic Polyp Detection in Ctc Based on Multiple Kernel Learning.
Int. J. Comput. Intell. Appl., 2010
Approximations of noise structures in helical multi-detector CT scans: application to lung nodule volume estimation.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
FDA phantom CT database: a resource for the assessment of lung nodule size estimation methodologies and software development.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the International Conference on Image Processing, 2010
2009
Automated Quantitative Assessment of HER-2/neu Immunohistochemical Expression in Breast Cancer.
IEEE Trans. Medical Imaging, 2009
Combining heterogeneous features for colonic polyp detection in CTC based on semi-definite programming.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
A template-based approach for the analysis of lung nodules in a volumetric CT phantom study.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Centerline Registration of Prone and Supine CT Colonography Scans Based on Correlation Optimized Warping and Anatomical Landmarks.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Volume error analysis for lung nodules attached to pulmonary vessels in an anthropomorphic thoracic phantom.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Automated evaluation of HER-2/neu immunohistochemical expression in breast cancer using digital microscopy.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Validating Pareto optimal operation parameters of polyp detection algorithms for CT colonography.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Int. J. Artif. Intell. Tools, 2006
Potential improvement of computerized mass detection on mammograms using a bilateral pairing technique.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Leveraging the Digital Mammography Image Screening Trial (DMIST) Data for the Evaluation of Computer-Aided Detection (CAD) Devices: A Proposal.
Proceedings of the Digital Mammography, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
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
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 breast masses on full-field digital mammograms: false positive reduction using gradient field analysis.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
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
Improvement of mammographic lesion detection by fusion of information from different views.
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
Evaluation of an automated computer-aided diagnosis system for the detection of masses on prior mammograms.
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
Components of variance in ROC analysis of CADx classifier performance: II. Applications of the bootstrap.
Proceedings of the Medical Imaging 1999: Image Processing, 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
1998
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Regional mammogram registration technique for automated analysis of interval changes of breast lesions.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Computerized characterization of breast masses using three-dimensional ultrasound images.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Proceedings of the Medical Imaging 1998: Image Processing, 1998
1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Neural network design for optimization of the partial area under the receiver operating characteristic curve.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
1996
Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images.
IEEE Trans. Medical Imaging, 1996
An adaptive density-weighted contrast enhancement filter for mammographic breast mass detection.
IEEE Trans. Medical Imaging, 1996
Classification of masses on mammograms using rubber-band straightening transform and feature analysis.
Proceedings of the Medical Imaging 1996: Image Processing, 1996
Effects of pixel size on classification of microcalcifications on digitized mammograms.
Proceedings of the Medical Imaging 1996: Image Processing, 1996
1995
Proceedings of the 1995 International Conference on Acoustics, 1995