Search results for "Anant Madabhushi"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Andrew Janowczyk, Sharat Chandran, Rajendra Singh, Dimitra Sasaroli, George Coukos, Michael D. Feldman, Anant Madabhushi	High-Throughput Biomarker Segmentation on Ovarian Cancer Tissue Microarrays via Hierarchical Normalized Cuts.	IEEE Trans. Biomed. Engineering	2012	DBLP DOI BibTeX RDF
1	Sergio Cerutti, Anant Madabhushi, Shishir K. Shah, Ki H. Chon	Editorial: TBME Letters Special Section on Multiscale Biomedical Signal and Image Modeling and Analysis.	IEEE Trans. Biomed. Engineering	2012	DBLP DOI BibTeX RDF
1	Scott Doyle, Michael D. Feldman, John Tomaszewski, Anant Madabhushi	A Boosted Bayesian Multiresolution Classifier for Prostate Cancer Detection From Digitized Needle Biopsies.	IEEE Trans. Biomed. Engineering	2012	DBLP DOI BibTeX RDF
1	James Monaco, Anant Madabhushi	Weighted Maximum Posterior Marginals for Random Fields Using an Ensemble of Conditional Densities From Multiple Markov Chain Monte Carlo Simulations.	IEEE Trans. Med. Imaging	2011	DBLP DOI BibTeX RDF
1	Scott Doyle, James Monaco, Michael D. Feldman, John Tomaszewski, Anant Madabhushi	An Active Learning Based Classification Strategy for the Minority Class Problem: Application to Histopathology Annotation.	BMC Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Jun Xu, Andrew Janowczyk, Sharat Chandran, Anant Madabhushi	A high-throughput active contour scheme for segmentation of histopathological imagery.	Medical Image Analysis	2011	DBLP DOI BibTeX RDF
1	Robert Toth, Pallavi Tiwari, Mark Rosen, Galen Reed, John Kurhanewicz, Arjun Kalyanpur, Sona Pungavkar, Anant Madabhushi	A magnetic resonance spectroscopy driven initialization scheme for active shape model based prostate segmentation.	Medical Image Analysis	2011	DBLP DOI BibTeX RDF
1	Jonathan Chappelow, John Tomaszewski, Michael D. Feldman, Natalie Shih, Anant Madabhushi	HistoStitcher©: An interactive program for accurate and rapid reconstruction of digitized whole histological sections from tissue fragments.	Comp. Med. Imag. and Graph.	2011	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Shannon Agner, Ajay Basavanhally, Scott Doyle, George Lee	Computer-aided prognosis: Predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data.	Comp. Med. Imag. and Graph.	2011	DBLP DOI BibTeX RDF
1	Gaoyu Xiao, B. Nicolas Bloch, Jonathan Chappelow, Elizabeth Genega, Neil Rofsky, Robert E. Lenkinski, John Tomaszewski, Michael D. Feldman, Mark Rosen, Anant Madabhushi	Determining histology-MRI slice correspondences for defining MRI-based disease signatures of prostate cancer.	Comp. Med. Imag. and Graph.	2011	DBLP DOI BibTeX RDF
1	Shannon Agner, Salil Soman, Edward Libfeld, Margie McDonald, Kathleen Thomas, Sarah Englander, Mark A. Rosen, Deanna Chin, John L. Nosher, Anant Madabhushi	Textural Kinetics: A Novel Dynamic Contrast-Enhanced (DCE)-MRI Feature for Breast Lesion Classification.	J. Digital Imaging	2011	DBLP DOI BibTeX RDF
1	Gaoyu Xiao, Anant Madabhushi	Aggregated Distance Metric Learning (ADM) for Image Classification in Presence of Limited Training Data.	MICCAI	2011	DBLP DOI BibTeX RDF
1	Pallavi Tiwari, Satish Viswanath, John Kurhanewicz, Anant Madabhushi	Weighted Combination of Multi-Parametric MR Imaging Markers for Evaluating Radiation Therapy Related Changes in the Prostate.	Prostate Cancer Imaging	2011	DBLP DOI BibTeX RDF
1	Shoshana Ginsburg, Pallavi Tiwari, John Kurhanewicz, Anant Madabhushi	Variable Ranking with PCA: Finding Multiparametric MR Imaging Markers for Prostate Cancer Diagnosis and Grading.	Prostate Cancer Imaging	2011	DBLP DOI BibTeX RDF
1	Sahirzeeshan Ali, Robert Veltri, Jonathan I. Epstein, Christhunesa Christudass, Anant Madabhushi	Adaptive Energy Selective Active Contour with Shape Priors for Nuclear Segmentation and Gleason Grading of Prostate Cancer.	MICCAI	2011	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Jason Dowling, Henkjan J. Huisman, Dean C. Barratt (eds.)	Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 22, 2011. Proceedings	Prostate Cancer Imaging	2011	DBLP DOI BibTeX RDF
1	Rachel Sparks, Anant Madabhushi	Out-of-sample extrapolation using semi-supervised manifold learning (OSE-SSL): Content-based image retrieval for prostate histology grading.	ISBI	2011	DBLP DOI BibTeX RDF
1	Akshay Sridhar, Scott Doyle, Anant Madabhushi	Boosted Spectral Embedding (BoSE): Applications to content-based image retrieval of histopathology.	ISBI	2011	DBLP DOI BibTeX RDF
1	Pallavi Tiwari, Satish Viswanath, George Lee, Anant Madabhushi	Multi-modal data fusion schemes for integrated classification of imaging and non-imaging biomedical data.	ISBI	2011	DBLP DOI BibTeX RDF
1	Ajay Basavanhally, Shridar Ganesan, Natalie Shih, Carolyn Mies, Michael D. Feldman, John Tomaszewski, Anant Madabhushi	A boosted classifier for integrating multiple fields of view: Breast cancer grading in histopathology.	ISBI	2011	DBLP DOI BibTeX RDF
1	Scott Doyle, Michael D. Feldman, John Tomaszewski, Natalie Shih, Anant Madabhushi	Cascaded multi-class pairwise classifier (CascaMPa) for normal, cancerous, and cancer confounder classes in prostate histology.	ISBI	2011	DBLP DOI BibTeX RDF
1	Sahirzeeshan Ali, Anant Madabhushi	Active Contour for Overlap Resolution using Watershed BASED initialization (ACOReW): Applications to histopathology.	ISBI	2011	DBLP DOI BibTeX RDF
1	Satish Viswanath, Pallavi Tiwari, Jonathan Chappelow, Robert Toth, John Kurhanewicz, Anant Madabhushi	CADOnc ⓒ: An integrated toolkit for evaluating radiation therapy related changes in the prostate using multiparametric MRI.	ISBI	2011	DBLP DOI BibTeX RDF
1	Robert Toth, Rachel Sparks, Anant Madabhushi	Medial axis based statistical shape model (MASSM): Applications to 3D prostate segmentation on MRI.	ISBI	2011	DBLP DOI BibTeX RDF
1	James Monaco, John Tomaszewski, Michael D. Feldman, Ian Hagemann, Mehdi Moradi, Parvin Mousavi, Alexander Boag, Chris Davidson, Purang Abolmaesumi, Anant Madabhushi	High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models.	Medical Image Analysis	2010	DBLP DOI BibTeX RDF
1	Metin N. Gurcan, Anant Madabhushi, Nasir Rajpoot	Pattern Recognition in Histopathological Images: An ICPR 2010 Contest.	ICPR Contests	2010	DBLP DOI BibTeX RDF
1	George Lee, Anant Madabhushi	Semi-Supervised Graph Embedding Scheme with Active Learning (SSGEAL): Classifying High Dimensional Biomedical Data.	PRIB	2010	DBLP DOI BibTeX RDF
1	Scott Doyle, Anant Madabhushi	Consensus of Ambiguity: Theory and Application of Active Learning for Biomedical Image Analysis.	PRIB	2010	DBLP DOI BibTeX RDF
1	Jun Xu, Rachel Sparks, Andrew Janowczyk, John E. Tomaszeweski, Michael D. Feldman, Anant Madabhushi	High-Throughput Prostate Cancer Gland Detection, Segmentation, and Classification from Digitized Needle Core Biopsies.	Prostate Cancer Imaging	2010	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Jason Dowling, Pingkun Yan, Aaron Fenster, Purang Abolmaesumi, Nobuhiko Hata (eds.)	Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and Intervention - International Workshop, Held in Conjunction with MICCAI 2010, Beijing, China, September 24, 2010. Proceedings	Prostate Cancer Imaging	2010	DBLP DOI BibTeX RDF
1	Rachel Sparks, Anant Madabhushi	Novel Morphometric Based Classification via Diffeomorphic Based Shape Representation Using Manifold Learning.	MICCAI	2010	DBLP DOI BibTeX RDF
1	Jun Xu, James Monaco, Anant Madabhushi	Markov Random Field driven Region-Based Active Contour Model (MaRACel): Application to Medical Image Segmentation.	MICCAI	2010	DBLP DOI BibTeX RDF
1	Pallavi Tiwari, John Kurhanewicz, Mark Rosen, Anant Madabhushi	Semi Supervised Multi Kernel (SeSMiK) Graph Embedding: Identifying Aggressive Prostate Cancer via Magnetic Resonance Imaging and Spectroscopy.	MICCAI	2010	DBLP DOI BibTeX RDF
1	Scott Doyle, James Monaco, Anant Madabhushi, Stefan Lindholm, Patric Ljung, Lance Ladic, John Tomaszewski, Michael D. Feldman	Evaluation of effects of jpeg2000 compression on a computer-aided detection system for prostate cancer on digitized histopathology.	ISBI	2010	DBLP DOI BibTeX RDF
1	Ajay Basavanhally, Scott Doyle, Anant Madabhushi	Predicting classifier performance with a small training set: applications to computer-aided diagnosis and prognosis.	ISBI	2010	DBLP DOI BibTeX RDF
1	Rachel Sparks, Robert Toth, Jonathan Chappelow, Gaoyu Xiao, Anant Madabhushi	An integrated framework for analyzing three-dimensional shape differences: evaluating prostate morphometry.	ISBI	2010	DBLP DOI BibTeX RDF
1	Jonathan Chappelow, Anant Madabhushi	Multi-attribute combined mutual information (MACMI): an image registration framework for leveraging multiple data channels.	ISBI	2010	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Ajay Basavanhally, Scott Doyle, Shannon Agner, George Lee	Computer-aided prognosis: predicting patient and disease outcome via multi-modal image analysis.	ISBI	2010	DBLP DOI BibTeX RDF
1	Hussain Fatakdawala, Ajay Basavanhally, Jun Xu, Gyan Bhanot, Shridar Ganesan, Michael D. Feldman, John Tomaszewski, Anant Madabhushi	Expectation Maximization driven Geodesic Active Contour with Overlap Resolution (EMaGACOR): Application to Lymphocyte Segmentation on Breast Cancer Histopathology.	BIBE	2009	DBLP DOI BibTeX RDF
1	Amod Jog, Aniruddha J. Joshi, Sharat Chandran, Anant Madabhushi	Classifying Ayurvedic Pulse Signals Via Consensus Locally Linear Embedding.	BIOSIGNALS	2009	DBLP BibTeX RDF
1	Pallavi Tiwari, Mark Rosen, Galen Reed, John Kurhanewicz, Anant Madabhushi	Spectral Embedding Based Probabilistic Boosting Tree (ScEPTre): Classifying High Dimensional Heterogeneous Biomedical Data.	MICCAI	2009	DBLP DOI BibTeX RDF
1	Andrew Janowczyk, Sharat Chandran, Rajendra Singh, Dimitra Sasaroli, George Coukos, Michael D. Feldman, Anant Madabhushi	Hierarchical Normalized Cuts: Unsupervised Segmentation of Vascular Biomarkers from Ovarian Cancer Tissue Microarrays.	MICCAI	2009	DBLP DOI BibTeX RDF
1	Ajay Basavanhally, Jun Xu, Shridar Ganesan, Anant Madabhushi	Computer-Aided Prognosis of ER+ Breast Cancer Histopathology and Correlating Survival Outcome with Oncotype DX Assay.	ISBI	2009	DBLP DOI BibTeX RDF
1	George Lee, Scott Doyle, James Monaco, Michael D. Feldman, Stephen R. Master, John Tomaszewski, Anant Madabhushi	A Knowledge Representation Framework for Integration, Classification of Multi-Scale Imaging and Non-Imaging Data: Preliminary Results in Predicting Prostate Cancer Recurrence by Fusing Mass Spectrometry and Histology.	ISBI	2009	DBLP DOI BibTeX RDF
1	Shannon Agner, Jun Xu, Hussain Fatakdawala, Shridar Ganesan, Anant Madabhushi, Sarah Englander, Mark Rosen, Kathleen Thomas, Mitchell D. Schnall, Michael D. Feldman, John Tomaszewski	Segmentation and Classification of Triple Negative Breast Cancers Using DCE-MRI.	ISBI	2009	DBLP DOI BibTeX RDF
1	Andre Souza, Jayaram K. Udupa, Anant Madabhushi	Image filtering via generalized scale.	Medical Image Analysis	2008	DBLP DOI BibTeX RDF
1	George Lee, Carlos Rodriguez, Anant Madabhushi	Investigating the Efficacy of Nonlinear Dimensionality Reduction Schemes in Classifying Gene and Protein Expression Studies.	IEEE/ACM Trans. Comput. Biology Bioinform.	2008	DBLP DOI BibTeX RDF	Data mining, Clustering, classification and association rules, Data and knowledge visualization, Feature extraction or construction, Bioinformatics (genome or protein) databases
1	Pallavi Tiwari, Mark Rosen, Anant Madabhushi	Consensus-Locally Linear Embedding (C-LLE): Application to Prostate Cancer Detection on Magnetic Resonance Spectroscopy.	MICCAI	2008	DBLP DOI BibTeX RDF
1	Satish Viswanath, B. Nicolas Bloch, Elizabeth Genega, Neil Rofsky, Robert E. Lenkinski, Jonathan Chappelow, Robert Toth, Anant Madabhushi	A Comprehensive Segmentation, Registration, and Cancer Detection Scheme on 3 Tesla In VivoProstate DCE-MRI.	MICCAI	2008	DBLP DOI BibTeX RDF
1	Robert Toth, Jonathan Chappelow, Mark Rosen, Sona Pungavkar, Arjun Kalyanpur, Anant Madabhushi	Multi-Attribute Non-initializing Texture Reconstruction Based Active Shape Model (MANTRA).	MICCAI	2008	DBLP DOI BibTeX RDF
1	Scott Doyle, Shannon Agner, Anant Madabhushi, Michael D. Feldman, John Tomaszewski	Automated grading of breast cancer histopathology using spectral clusteringwith textural and architectural image features.	ISBI	2008	DBLP DOI BibTeX RDF
1	Shivang Naik, Scott Doyle, Shannon Agner, Anant Madabhushi, Michael D. Feldman, John Tomaszewski	Automated gland and nuclei segmentation for grading of prostate and breast cancer histopathology.	ISBI	2008	DBLP DOI BibTeX RDF
1	Pallavi Tiwari, Anant Madabhushi, Mark Rosen	A Hierarchical Unsupervised Spectral Clustering Scheme for Detection of Prostate Cancer from Magnetic Resonance Spectroscopy (MRS).	MICCAI	2007	DBLP DOI BibTeX RDF
1	George Lee, Carlos Rodriguez, Anant Madabhushi	An Empirical Comparison of Dimensionality Reduction Methods for Classifying Gene and Protein Expression Datasets.	ISBRA	2007	DBLP DOI BibTeX RDF	classification, principal component analysis, bioinformatics, dimensionality reduction, gene expression, multidimensional scaling, linear discriminant analysis, graph embedding, proteomics, locally linear embedding, Isomap, prostate cancer, lung cancer, ovarian cancer
1	Jonathan Chappelow, Anant Madabhushi, Mark Rosen, John E. Tomaszeweski, Michael D. Feldman	A Combined Feature Ensemble Based Mutual Information Scheme for Robust Inter-Modal, Inter-Protocol Image Registration.	ISBI	2007	DBLP DOI BibTeX RDF
1	Scott Doyle, Mark Hwang, Kinsuk Shah, Anant Madabhushi, Michael D. Feldman, John E. Tomaszeweski	Automated Grading of Prostate Cancer Using Architectural and Textural Image Features.	ISBI	2007	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Jayaram K. Udupa, Andre Souza	Generalized scale: Theory, algorithms, and application to image inhomogeneity correction.	Computer Vision and Image Understanding	2006	DBLP DOI BibTeX RDF
1	Yunfeng Wu, Cong Wang, Sin Chun Ng, Anant Madabhushi, Yixin Zhong	Breast Cancer Diagnosis Using Neural-Based Linear Fusion Strategies.	ICONIP	2006	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Jianbo Shi, Michael D. Feldman, Mark Rosen, John Tomaszewski	Comparing Ensembles of Learners: Detecting Prostate Cancer from High Resolution MRI.	CVAMIA	2006	DBLP DOI BibTeX RDF
1	Scott Doyle, Anant Madabhushi, Michael D. Feldman, John E. Tomaszeweski	A Boosting Cascade for Automated Detection of Prostate Cancer from Digitized Histology.	MICCAI	2006	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Michael D. Feldman, Dimitris N. Metaxas, John E. Tomaszeweski, Deborah Chute	Automated detection of prostatic adenocarcinoma from high-resolution ex vivo MRI.	IEEE Trans. Med. Imaging	2005	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Jayaram K. Udupa	Interplay between intensity standardization and inhomogeneity correction in MR image processing.	IEEE Trans. Med. Imaging	2005	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Jianbo Shi, Mark Rosen, John E. Tomaszeweski, Michael D. Feldman	Graph Embedding to Improve Supervised Classification and Novel Class Detection: Application to Prostate Cancer.	MICCAI	2005	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Dimitris N. Metaxas	Combining Low, High-Level and Empirical Domain Specific Knowledge for Automated Segmentation of Ultrasonic Breast Lesions.	IEEE Trans. Med. Imaging	2003	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Michael D. Feldman, Dimitris N. Metaxas, Deborah Chute, John E. Tomaszeweski	A Novel Stochastic Combination of 3D Texture Features for Automated Segmentation of Prostatic Adenocarcinoma from High Resolution MRI.	MICCAI	2003	DBLP DOI BibTeX RDF
1	Anant Madabhushi, Dimitris N. Metaxas	Automatic boundary extraction of ultrasonic breast lesions.	ISBI	2002	DBLP DOI BibTeX RDF
1	Anant Madabhushi, J. K. Aggarwal	Using Head Movement to Recognize Activity.	ICPR	2000	DBLP DOI BibTeX RDF

Publications of "Anant Madabhushi" ( http://dblp.L3S.de/Authors/Anant_Madabhushi )