Robert M. Nishikawa
Orcid: 0000-0001-7720-9951
According to our database1,
Robert M. Nishikawa
authored at least 76 papers
between 1994 and 2023.
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Bibliography
2023
Developing a breast lesion simulator and remover in mammograms using Cycle-GAN: focusing on its impacts on a computer aided detection algorithm.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
2022
Identifying Women With Mammographically- Occult Breast Cancer Leveraging GAN-Simulated Mammograms.
IEEE Trans. Medical Imaging, 2022
Analyzing GAN artifacts for simulating mammograms: application towards finding mammographically-occult cancer.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
Improving lesion detection algorithm in digital breast tomosynthesis leveraging ensemble cross-validation models with multi-depth levels.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
2021
Estimating near term breast cancer risk from sequential mammograms using deep learning, radon cumulative distribution transform, and a clinical risk factor: preliminary analysis.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
2020
Cross-Organ, Cross-Modality Transfer Learning: Feasibility Study for Segmentation and Classification.
IEEE Access, 2020
Simulating breast mammogram using conditional generative adversarial network: application towards finding mammographically-occult cancer.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2019
Proceedings of the Medical Imaging 2019: Image Perception, 2019
Detecting mammographically-occult cancer in women with dense breasts using deep convolutional neural network and Radon cumulative distribution transform.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Limiting Level of False-Positive Detections in Classification of Microcalcification Clusters in Mammograms.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Detecting mammographically-occult cancer in women with dense breasts using Radon Cumulative Distribution Transform: a preliminary analysis.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Developing imaging biomarkers for mammographically-occult cancer in dense breasts using a radiologist's progress rating on cancer development: a preliminary analysis.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
Reducing the effect of false positives in classification of detected clustered microcalcifications.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Estimating the Accuracy Level Among Individual Detections in Clustered Microcalcifications.
IEEE Trans. Medical Imaging, 2017
Agreement between a computer-assisted tool and radiologists to classify lesions in breast elastography images.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
Can model observers be developed to reproduce radiologists' diagnostic performances? Our study says not so fast!
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016
Changes in frequency of recall recommendations of examinations depicting cancer with the availability of either priors or digital breast tomosynthesis.
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016
Proceedings of the Breast Imaging, 2016
Proposal of Semi-automatic Classification of Breast Lesions for Strain Sonoelastography Using a Dedicated CAD System.
Proceedings of the Breast Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Quantitative study of image features of clustered microcalcifications in for-presentation mammograms.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
2013
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
Regularization in Retrieval-Driven Classification of Clustered Microcalcifications for Breast Cancer.
Int. J. Biomed. Imaging, 2012
Proceedings of the Breast Imaging, 2012
Methods for Evaluating the Effectiveness of Screening Mammography Are Not Necessarily Valid for Evaluating the Effectiveness of Computer-Aided Detection in Screening Mammography.
Proceedings of the Breast Imaging, 2012
Proceedings of the Breast Imaging, 2012
2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Human Observer Performance in a Single Slice or a Volume: Effect of Background Correlation.
Proceedings of the Digital Mammography, 2010
Proceedings of the Digital Mammography, 2010
An Anthropomorphic Software Breast Phantom for Tomosynthesis Simulation: Power Spectrum Analysis of Phantom Projections.
Proceedings of the Digital Mammography, 2010
2009
Microcalcification classification assisted by content-based image retrieval for breast cancer diagnosis.
Pattern Recognit., 2009
IEEE J. Sel. Top. Signal Process., 2009
2008
Influence of signal-to-noise ratio and temporal stability on computer-aided detection of mammographic microcalcifications in digitized screen-film and full-field digital mammography.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Effect of Scan Angle and Reconstruction Algorithm on Model Observer Performance in Tomosynthesis.
Proceedings of the Digital Mammography, 2008
2007
Comput. Medical Imaging Graph., 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Development of an Analytic Breast Phantom for Quantitative Comparison of Reconstruction Algorithms for Digital Breast Tomosynthesis.
Proceedings of the Digital Mammography, 2006
Modeling the Effect of Computer-Aided Detection on the Sensitivity of Screening Mammography.
Proceedings of the Digital Mammography, 2006
Comparison of Computerized Image Analyses for Digitized Screen-Film Mammograms and Full-Field Digital Mammography Images.
Proceedings of the Digital Mammography, 2006
Proceedings of the International Conference on Image Processing, 2006
2005
IEEE Trans. Medical Imaging, 2005
A study on several Machine-learning methods for classification of Malignant and benign clustered microcalcifications.
IEEE Trans. Medical Imaging, 2005
The hypervolume under the ROC hypersurface of "Near-Guessing" and Near-Perfect" observers in N-class classification tasks.
IEEE Trans. Medical Imaging, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
A relevance vector machine technique for the automatic detection of clustered microcalcifications (Honorable Mention Poster Award).
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Relevance vector machine learning for detection of microcalcifications in mammograms.
Proceedings of the 2005 International Conference on Image Processing, 2005
2004
A similarity learning approach to content-based image retrieval: application to digital mammography.
IEEE Trans. Medical Imaging, 2004
A reconstruction-independent method for computerized mass detection in digital tomosynthesis images of the breast.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Computerized detection and 3-way classification of breast lesions on ultrasound images.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Computer simulation of mammographic imaging for applications in CAD.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
Computerized detection of mammographic masses in digital breast tomosynthesis images using radial gradient index filtering.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Automated selection of BI-RADS lesion descriptors for reporting calcifications in mammograms.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2002
IEEE Trans. Medical Imaging, 2002
Improving the automated classification of clustered calcifications on mammograms through the improved detection of individual calcifications.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Intelligent CAD workstation for breast imaging using similarity to known lesions and multiple visual prompt aids.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
A support vector machine approach for detection of microcalcifications in mammograms.
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
Eliminating false-positive microcalcification clusters in a mammography CAD scheme using a Bayesian neural network.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
Hierarchical, Multi-resolution Models for Object Recognition: Applications to Mammographic Computer-aided Diagnosis.
Proceedings of the 29th Applied Image Pattern Recognition Workshop (AIPR 2000), 2000
1999
Proceedings of the Medical Imaging 1999: Image Processing, 1999
1998
Optimization and FROC Analysis of Rule-Based Detection Schemes Using a Multiobjective Approach.
IEEE Trans. Medical Imaging, 1998
Variations in measured performance of CAD schemes due to database composition and scoring protocol.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Requirement of microcalcification detection for computerized classification of malignant and benign clustered microcalcifications.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Prospective Testing of a Clinical Mammography Workstation for CAD: Analysis of the First 10, 000 Cases.
Proceedings of the Digital Mammography, 1998
Benefits of Computer-Aided Diagnosis (CAD) in Mammographic Diagnosis of Malignant and Benign Clustered Microcalcifications.
Proceedings of the Digital Mammography, 1998
Computer-Aided Diagnosis of Digital Mammography and Ultrasound Images of Breast Mass Lesions.
Proceedings of the Digital Mammography, 1998
1996
Exploiting context in mammograms: a hierarchical neural network for detecting microcalcifications.
Proceedings of the Medical Imaging 1996: Image Processing, 1996
Reproducibility of an automated scheme for the detection of clustered microcalcifications on digital mammograms.
Proceedings of the Medical Imaging 1996: Image Processing, 1996
1995
Optimizing wavelet transform based on supervised learning for detection of microcalcifications in digital mammograms.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1994
J. Digit. Imaging, 1994