Mark Rosen
According to our database1,
Mark Rosen
authored at least 40 papers
between 1994 and 2021.
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Bibliography
2021
Adaptive convolutional neural networks for accelerating magnetic resonance imaging via <i>k</i>-space data interpolation.
Medical Image Anal., 2021
Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank.
J. Am. Medical Informatics Assoc., 2021
2019
Comparing radiomic classifiers and classifier ensembles for detection of peripheral zone prostate tumors on T2-weighted MRI: a multi-site study.
BMC Medical Imaging, 2019
2018
Empirical evaluation of cross-site reproducibility in radiomic features for characterizing prostate MRI.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
2015
Pharmacokinetic Tumor Heterogeneity as a Prognostic Biomarker for Classifying Breast Cancer Recurrence Risk.
IEEE Trans. Biomed. Eng., 2015
Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
2014
Spectral embedding-based registration (SERg) for multimodal fusion of prostate histology and MRI.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Sparse representation of multi parametric DCE-MRI features using K-SVD for classifying gene expression based breast cancer recurrence risk.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
2013
A Multichannel Markov Random Field Framework for Tumor Segmentation With an Application to Classification of Gene Expression-Based Breast Cancer Recurrence Risk.
IEEE Trans. Medical Imaging, 2013
Identifying in vivo DCE MRI parameters correlated with ex vivo quantitative microvessel architecture: A radiohistomorphometric approach.
Proceedings of the Medical Imaging 2013: Digital Pathology, 2013
Heterogeneity Wavelet Kinetics from DCE-MRI for Classifying Gene Expression Based Breast Cancer Recurrence Risk.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
2011
A magnetic resonance spectroscopy driven initialization scheme for active shape model based prostate segmentation.
Medical Image Anal., 2011
Textural Kinetics: A Novel Dynamic Contrast-Enhanced (DCE)-MRI Feature for Breast Lesion Classification.
J. Digit. Imaging, 2011
Determining histology-MRI slice correspondences for defining MRI-based disease signatures of prostate cancer.
Comput. Medical Imaging Graph., 2011
A Multichannel Markov Random Field Approach for Automated Segmentation of Breast Cancer Tumor in DCE-MRI Data Using Kinetic Observation Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Spectral embedding based active contour (SEAC): application to breast lesion segmentation on DCE-MRI.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Spatially weighted mutual information (SWMI) for registration of digitally reconstructed ex vivo whole mount histology and in vivo prostate MRI.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Computer-assisted targeted therapy (CATT) for prostate radiotherapy planning by fusion of CT and MRI.
Proceedings of the Medical Imaging 2010: Visualization, 2010
Semi Supervised Multi Kernel (SeSMiK) Graph Embedding: Identifying Aggressive Prostate Cancer via Magnetic Resonance Imaging and Spectroscopy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Imaging as a Surrogate for the Early Prediction and Assessment of Treatment Response through the Analysis of 4-D Texture Ensembles (ISEPARATE).
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Spectral Embedding Based Probabilistic Boosting Tree (ScEPTre): Classifying High Dimensional Heterogeneous Biomedical Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Integrating structural and functional imaging for computer assisted detection of prostate cancer on multi-protocol in vivo 3 Tesla MRI.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
A multi-modal prostate segmentation scheme by combining spectral clustering and active shape models.
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Multi-Attribute Non-initializing Texture Reconstruction Based Active Shape Model (MANTRA).
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Consensus-Locally Linear Embedding (C-LLE): Application to Prostate Cancer Detection on Magnetic Resonance Spectroscopy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
A meta-classifier for detecting prostate cancer by quantitative integration of in vivo magnetic resonance spectroscopy and magnetic resonance imaging.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
A consensus embedding approach for segmentation of high resolution in vivo prostate magnetic resonance imagery.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Improving supervised classification accuracy using non-rigid multimodal image registration: detecting prostate cancer.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Novel kinetic texture features for breast lesion classification on dynamic contrast enhanced (DCE) MRI.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
2007
Multimodal image registration of ex vivo 4 Tesla MRI with whole mount histology for prostate cancer detection.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
A Hierarchical Unsupervised Spectral Clustering Scheme for Detection of Prostate Cancer from Magnetic Resonance Spectroscopy (MRS).
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
A Combined Feature Ensemble Based Mutual Information Scheme for Robust Inter-Modal, Inter-Protocol Image Registration.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Comparison of breast ductal branching pattern classification using x-ray galactograms and MR autogalactograms.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Digital Mammography, 2006
Distinguishing Lesions from Posterior Acoustic Shadowing in Breast Ultrasound via Non-Linear Dimensionality Reduction.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006
2005
Graph Embedding to Improve Supervised Classification and Novel Class Detection: Application to Prostate Cancer.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
1994
IEEE J. Solid State Circuits, October, 1994