Robert M. Nishikawa

81 papers B 16Journal 15Unranked 48

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Developing a breast lesion simulator and remover in mammograms using Cycle-GAN: focusing on its impacts on a computer aided detection algorithm. Computer-Aided Diagnosis Juhun Lee, Robert M. Nishikawa
2022	—	`conf`	Analyzing GAN artifacts for simulating mammograms: application towards finding mammographically-occult cancer. Computer-Aided Diagnosis Juhun Lee, Robert M. Nishikawa
2022	J	`jnl`	Identifying Women With Mammographically- Occult Breast Cancer Leveraging GAN-Simulated Mammograms. IEEE Trans. Medical Imaging Juhun Lee, Robert M. Nishikawa
2022	—	`conf`	Improving lesion detection algorithm in digital breast tomosynthesis leveraging ensemble cross-validation models with multi-depth levels. Computer-Aided Diagnosis Belayat Hossain, Robert M. Nishikawa, Juhun Lee
2021	—	`conf`	Estimating near term breast cancer risk from sequential mammograms using deep learning, radon cumulative distribution transform, and a clinical risk factor: preliminary analysis. Computer-Aided Diagnosis Juhun Lee, Robert M. Nishikawa, Andriy Bandos, Margarita L. Zuley
2021	J	`jnl`	Identifying Women with Mammographically-Occult Breast Cancer Leveraging GAN-Simulated Mammograms. CoRR Juhun Lee, Robert M. Nishikawa
2020	J	`jnl`	Cross-Organ, Cross-Modality Transfer Learning: Feasibility Study for Segmentation and Classification. IEEE Access Juhun Lee, Robert M. Nishikawa
2020	—	`conf`	Simulating breast mammogram using conditional generative adversarial network: application towards finding mammographically-occult cancer. Computer-Aided Diagnosis Juhun Lee, Robert M. Nishikawa
2019	—	`conf`	Detecting mammographically-occult cancer in women with dense breasts using deep convolutional neural network and Radon cumulative distribution transform. Computer-Aided Diagnosis Juhun Lee, Robert M. Nishikawa
2019	—	`conf`	Limiting Level of False-Positive Detections in Classification of Microcalcification Clusters in Mammograms. ISBI María V. Sainz de Cea, Robert M. Nishikawa, Yongyi Yang
2019	—	`ed.`	Medical Imaging 2019: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 16-21 February 2019 Image Perception, Observer Performance, and Technology Assessment Robert M. Nishikawa, Frank W. Samuelson
2019	—	`conf`	Oculomotor behaviour of radiologists reading digital breast tomosynthesis (DBT). Image Perception, Observer Performance, and Technology Assessment Nicholas M. D'Ardenne, Robert M. Nishikawa, Margarita L. Zuley, Chia-Chien Wu, Jeremy M. Wolfe
2018	—	`conf`	Detecting mammographically-occult cancer in women with dense breasts using Radon Cumulative Distribution Transform: a preliminary analysis. Computer-Aided Diagnosis Juhun Lee, Robert M. Nishikawa, Gustavo K. Rohde
2018	—	`conf`	Developing imaging biomarkers for mammographically-occult cancer in dense breasts using a radiologist's progress rating on cancer development: a preliminary analysis. IWBI Juhun Lee, Sung Eun Song, Robert M. Nishikawa
2018	—	`ed.`	Medical Imaging 2018: Image Perception, Observer Performance, and Technology Assessment, Houston, Texas, United States, 10-15 February 2018 Image Perception, Observer Performance, and Technology Assessment Robert M. Nishikawa, Frank W. Samuelson
2018	—	`conf`	Reducing the effect of false positives in classification of detected clustered microcalcifications. ISBI Maria V. Sainz de Cea, Yongyi Yang, Robert M. Nishikawa
2017	—	`conf`	Agreement between a computer-assisted tool and radiologists to classify lesions in breast elastography images. Computer-Aided Diagnosis Karem D. Marcomini, Eduardo F. C. Fleury, Vilmar M. Oliveira, Antonio A. O. Carneiro, Homero Schiabel, Robert M. Nishikawa
2017	J	`jnl`	Estimating the Accuracy Level Among Individual Detections in Clustered Microcalcifications. IEEE Trans. Medical Imaging Maria V. Sainz de Cea, Robert M. Nishikawa, Yongyi Yang
2017	—	`conf`	Neutrosophic segmentation of breast lesions for dedicated breast CT. Computer-Aided Diagnosis Juhun Lee, Robert M. Nishikawa, Ingrid S. Reiser, John M. Boone
2016	—	`conf`	Agreement Between Radiologists' Interpretations of Screening Mammograms. Digital Mammography / IWDM Robert M. Nishikawa, Christopher E. Comstock, Michael N. Linver, Gillian M. Newstead, Vinay Sandhir, Robert A. Schmidt
2016	—	`conf`	An image-retrieval aided diagnosis system for clustered microcalcifications. ISBI Juan Wang, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa
2016	—	`conf`	Can model observers be developed to reproduce radiologists' diagnostic performances? Our study says not so fast! Image Perception, Observer Performance, and Technology Assessment Juhun Lee, Robert M. Nishikawa, Ingrid S. Reiser, John M. Boone
2016	—	`conf`	Changes in frequency of recall recommendations of examinations depicting cancer with the availability of either priors or digital breast tomosynthesis. Image Perception, Observer Performance, and Technology Assessment Christiane M. Hakim, Andriy I. Bandos, Marie A. Ganott, Victor J. Catullo, Denise M. Chough, Amy E. Kelly, Dilip D. Shinde, Jules H. Sumkin, Luisa P. Wallace, Robert M. Nishikawa, David Gur
2016	—	`conf`	Proposal of Semi-automatic Classification of Breast Lesions for Strain Sonoelastography Using a Dedicated CAD System. Digital Mammography / IWDM Karem D. Marcomini, Eduardo F. C. Fleury, Homero Schiabel, Robert M. Nishikawa
2016	B	`conf`	Quantitative study of image features of clustered microcalcifications in for-presentation mammograms. ICIP Juan Wang, Yongyi Yang, Robert M. Nishikawa
2014	—	`conf`	Exploring perceptually similar cases with multi-dimensional scaling. Computer-Aided Diagnosis Juan Wang, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa
2014	—	`conf`	Predicting the Benefit of Using CADe in Screening Mammography. Digital Mammography / IWDM Robert M. Nishikawa, Andriy I. Bandos
2013	B	`conf`	Reduction of false positive detection in clustered microcalcifications. ICIP Juan Wang, Yongyi Yang, Robert M. Nishikawa
2012	—	`conf`	A Directional Small-Scale Tissue Model for an Anthropomorphic Breast Phantom. Digital Mammography / IWDM Ingrid S. Reiser, Beverly A. Lau, Robert M. Nishikawa, Predrag R. Bakic
2012	—	`conf`	Estimating Sensitivity and Specificity in an ROC Experiment. Digital Mammography / IWDM Robert M. Nishikawa
2012	—	`conf`	Methods for Evaluating the Effectiveness of Screening Mammography Are Not Necessarily Valid for Evaluating the Effectiveness of Computer-Aided Detection in Screening Mammography. Digital Mammography / IWDM Robert M. Nishikawa
2012	J	`jnl`	Regularization in Retrieval-Driven Classification of Clustered Microcalcifications for Breast Cancer. Int. J. Biomed. Imaging Hao Jing, Yongyi Yang, Robert M. Nishikawa
2011	—	`conf`	A comparison study of textural features between FFDM and film mammogram images. Computer-Aided Diagnosis Hao Jing, Yongyi Yang, Miles N. Wernick, Laura M. Yarusso, Robert M. Nishikawa
2011	—	`conf`	Textural feature comparison between FFDM and film mammograms. ISBI Hao Jing, Yongyi Yang, Laura Yarusso, Robert M. Nishikawa
2010	—	`conf`	An Anthropomorphic Software Breast Phantom for Tomosynthesis Simulation: Power Spectrum Analysis of Phantom Projections. Digital Mammography / IWDM Predrag R. Bakic, Beverly A. Lau, Ann-Katherine Carton, Ingrid S. Reiser, Andrew D. A. Maidment, Robert M. Nishikawa
2010	—	`conf`	Evaluation of a 3D lesion segmentation algorithm on DBT and breast CT images. Computer-Aided Diagnosis Ingrid S. Reiser, S. P. Joseph, Robert M. Nishikawa, Maryellen L. Giger, John M. Boone, Karen K. Lindfors, Alexandra Edwards, Nathan J. Packard, Richard H. Moore, Daniel B. Kopans
2010	—	`conf`	Human Observer Performance in a Single Slice or a Volume: Effect of Background Correlation. Digital Mammography / IWDM Ingrid S. Reiser, Robert M. Nishikawa
2010	—	`conf`	Stratified Sampling for Case Selection Criteria for Evaluating CAD. Digital Mammography / IWDM Robert M. Nishikawa, Lorenzo L. Pesce
2009	J	`jnl`	Learning of Perceptual Similarity From Expert Readers for Mammogram Retrieval. IEEE J. Sel. Top. Signal Process. Liyang Wei, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa
2009	J	`jnl`	Microcalcification classification assisted by content-based image retrieval for breast cancer diagnosis. Pattern Recognit. Liyang Wei, Yongyi Yang, Robert M. Nishikawa
2008	—	`conf`	Effect of Scan Angle and Reconstruction Algorithm on Model Observer Performance in Tomosynthesis. Digital Mammography / IWDM Ingrid S. Reiser, Beverly A. Lau, Robert M. Nishikawa
2008	—	`conf`	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. Computer-Aided Diagnosis Laura M. Yarusso, Robert M. Nishikawa
2007	J	`jnl`	Current status and future directions of computer-aided diagnosis in mammography. Comput. Medical Imaging Graph. Robert M. Nishikawa
2007	—	`conf`	Microcalcification Classification Assisted by Content-Based Image Retrieval for Breast Cancer Diagnosis. ICIP (5) Yongyi Yang, Liyang Wei, Robert M. Nishikawa
2007	—	`conf`	Retrieval-Driven Microcalcification Classification for Breast Cancer Diagnosis. ISBI Liyang Wei, Yongyi Yang, Robert M. Nishikawa
2006	—	`conf`	Comparison of Computerized Image Analyses for Digitized Screen-Film Mammograms and Full-Field Digital Mammography Images. Digital Mammography / IWDM Hui Li, Maryellen L. Giger, Yading Yuan, Li Lan, Kenji Suzuki, Andrew R. Jamieson, Laura Yarusso, Robert M. Nishikawa, Charlene A. Sennett
2006	—	`conf`	Development of an Analytic Breast Phantom for Quantitative Comparison of Reconstruction Algorithms for Digital Breast Tomosynthesis. Digital Mammography / IWDM Ingrid S. Reiser, Emil Y. Sidky, Robert M. Nishikawa, Xiaochuan Pan
2006	—	`conf`	Learning of perceptual similarity from expert readers for mammogram retrieval. ISBI Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Miles N. Wernick
2006	B	`conf`	Mammogram Retrieval by Similarity Learning from Experts. ICIP Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Miles N. Wernick
2006	—	`conf`	Modeling the Effect of Computer-Aided Detection on the Sensitivity of Screening Mammography. Digital Mammography / IWDM Robert M. Nishikawa
2005	B	`conf`	A relevance vector machine technique for the automatic detection of clustered microcalcifications (Honorable Mention Poster Award). Image Processing Liyang Wei, Yongyi Yang, Robert M. Nishikawa
2005	B	`conf`	A study of several CAD methods for classification of clustered microcalcifications. Image Processing Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Yulei Jiang
2005	J	`jnl`	A study on several Machine-learning methods for classification of Malignant and benign clustered microcalcifications. IEEE Trans. Medical Imaging Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Yulei Jiang
2005	J	`jnl`	Relevance vector machine for automatic detection of clustered microcalcifications. IEEE Trans. Medical Imaging Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Miles N. Wernick, Alexandra Edwards
2005	—	`conf`	Relevance vector machine learning for detection of microcalcifications in mammograms. ICIP (1) Liyang Wei, Yongyi Yang, Robert M. Nishikawa
2005	J	`jnl`	The hypervolume under the ROC hypersurface of "Near-Guessing" and Near-Perfect" observers in N-class classification tasks. IEEE Trans. Medical Imaging Darrin C. Edwards, Charles E. Metz, Robert M. Nishikawa
2004	B	`conf`	A reconstruction-independent method for computerized mass detection in digital tomosynthesis images of the breast. Image Processing Ingrid S. Reiser, Emil Y. Sidky, Maryellen Lissak Giger, Robert M. Nishikawa, Elizabeth A. Rafferty, Daniel B. Kopans, Richard H. Moore, Tao Wu
2004	J	`jnl`	A similarity learning approach to content-based image retrieval: application to digital mammography. IEEE Trans. Medical Imaging Issam El-Naqa, Yongyi Yang, Nikolas P. Galatsanos, Robert M. Nishikawa, Miles N. Wernick
2004	—	`conf`	Computer simulation of mammographic imaging for applications in CAD. CARS Yinghui Zhang, Robert M. Nishikawa
2004	B	`conf`	Computerized detection and 3-way classification of breast lesions on ultrasound images. Image Processing Karen Drukker, Darrin C. Edwards, Maryellen Lissak Giger, Robert M. Nishikawa, Charles E. Metz
2004	—	`conf`	Computerized detection of mammographic masses in digital breast tomosynthesis images using radial gradient index filtering. CARS Ingrid S. Reiser, Robert M. Nishikawa, Maryellen L. Giger, Elizabeth A. Rafferty, Daniel B. Kopans, Richard H. Moore, Tao Wu
2003	B	`conf`	Automated selection of BI-RADS lesion descriptors for reporting calcifications in mammograms. Image Processing Sophie Paquerault, Yulei Jiang, Robert M. Nishikawa, Robert A. Schmidt, Carl J. D'Orsi, Carl J. Vyborny, Gillian M. Newstead
2002	J	`jnl`	A Support Vector Machine Approach for Detection of Microcalcifications. IEEE Trans. Medical Imaging Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa
2002	—	`conf`	A support vector machine approach for detection of microcalcifications in mammograms. ICIP (2) Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa
2002	B	`conf`	Improving the automated classification of clustered calcifications on mammograms through the improved detection of individual calcifications. Image Processing Robert M. Nishikawa, Maria Fernanda Salfity, Yulei Jiang, John Papaioannou
2002	B	`conf`	Intelligent CAD workstation for breast imaging using similarity to known lesions and multiple visual prompt aids. Image Processing Maryellen Lissak Giger, Zhimin Huo, Carl J. Vyborny, Li Lan, Ioana R. Bonta, Karla Horsch, Robert M. Nishikawa, Ingrid Rosenborough
2002	—	`conf`	Support vector machine learning for detection of microcalcifications in mammograms. ISBI Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa
2001	—	`conf`	An evaluation criterion for edge detection techniques in noisy images. ICIP (1) Francisco L. Valverde, Nicolás Guil, José Muñoz, Robert M. Nishikawa, Kunio Doi
2001	B	`conf`	Eliminating false-positive microcalcification clusters in a mammography CAD scheme using a Bayesian neural network. Image Processing Darrin C. Edwards, John Papaioannou, Yulei Jiang, Matthew A. Kupinski, Robert M. Nishikawa
2000	—	`conf`	Hierarchical, Multi-resolution Models for Object Recognition: Applications to Mammographic Computer-aided Diagnosis. AIPR Paul Sajda, Clay Spence, Lucas C. Parra, Robert M. Nishikawa
1999	B	`conf`	Front-end data reduction in computer-aided diagnosis of mammograms: a pilot study. Image Processing Hamed Sari-Sarraf, Shaun S. Gleason, Robert M. Nishikawa
1998	—	`conf`	Benefits of Computer-Aided Diagnosis (CAD) in Mammographic Diagnosis of Malignant and Benign Clustered Microcalcifications. Digital Mammography / IWDM Yulei Jiang, Robert M. Nishikawa, Robert A. Schmidt, Charles E. Metz, Maryellen L. Giger, Kunio Doi
1998	—	`conf`	Computer-Aided Diagnosis of Digital Mammography and Ultrasound Images of Breast Mass Lesions. Digital Mammography / IWDM Maryellen L. Giger, Zhimin Huo, Dulcy E. Wolverton, Carl J. Vyborny, Catherine Moran, Robert A. Schmidt, Hania A. Al-Hallaq, Robert M. Nishikawa, Kunio Doi
1998	J	`jnl`	Optimization and FROC Analysis of Rule-Based Detection Schemes Using a Multiobjective Approach. IEEE Trans. Medical Imaging Mark A. Anastasio, Matthew A. Kupinski, Robert M. Nishikawa
1998	—	`conf`	Prospective Testing of a Clinical Mammography Workstation for CAD: Analysis of the First 10, 000 Cases. Digital Mammography / IWDM Robert M. Nishikawa, Maryellen L. Giger, Dulcy E. Wolverton, Robert A. Schmidt, Christopher E. Comstock, John Papaioannou, Stephen A. Collins, Kunio Doi
1998	B	`conf`	Requirement of microcalcification detection for computerized classification of malignant and benign clustered microcalcifications. Image Processing Yulei Jiang, Robert M. Nishikawa, John Papaioannou
1998	B	`conf`	Variations in measured performance of CAD schemes due to database composition and scoring protocol. Image Processing Robert M. Nishikawa, Laura M. Yarusso
1996	B	`conf`	Exploiting context in mammograms: a hierarchical neural network for detecting microcalcifications. Image Processing Paul Sajda, Clay D. Spence, John C. Pearson, Robert M. Nishikawa
1996	B	`conf`	Reproducibility of an automated scheme for the detection of clustered microcalcifications on digital mammograms. Image Processing Robert M. Nishikawa, John Papaioannou, Stephen A. Collins
1995	—	`conf`	Optimizing wavelet transform based on supervised learning for detection of microcalcifications in digital mammograms. ICIP (3) Hiroyuki Yoshida, Wei Zhang, Weidong Cai, Kunio Doi, Robert M. Nishikawa, Maryellen L. Giger
1994	J	`jnl`	Development of a digital duplication system for portable chest radiographs. J. Digit. Imaging Kenneth R. Hoffmann, Kunio Doi, Heber MacMahon, Maryellen L. Giger, Robert M. Nishikawa, Xin-Wei Xu, Lian Yao, Akiko Kano, Michael Carlin