Michele Guindani

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 11

Top Topics

Variable Selection

Tumor Segmentation

Electronic Medical Record

Bayesian Modeling

Top Venues

Stat. Anal. Data Min.

Publications

Federica Zoe Ricci, Erik B. Sudderth, Jaylen Lee, Megan A. K. Peters, Marina Vannucci, Michele Guindani
Bayesian temporal biclustering with applications to multi-subject neuroscience studies. CoRR (2024)
Chih-Chieh Liu, Yasser G. Abdelhafez, S. Paran Yap, Francesco Acquafredda, Silvia Schirò, Andrew L. Wong, Dani Sarohia, Cyrus Bateni, Morgan Angus Darrow, Michele Guindani, Sonia Lee, Michelle Zhang, Ahmed W. Moawad, Quinn Kwan-Tai Ng, Layla Shere, Khaled M. Elsayes, Roberto Maroldi, Thomas M. Link, Lorenzo Nardo, Jinyi Qi
AI-Based Automated Lipomatous Tumor Segmentation in MR Images: Ensemble Solution to Heterogeneous Data. J. Digit. Imaging 36 (3) (2023)
Federica Zoe Ricci, Michele Guindani, Erik Sudderth
Thinned random measures for sparse graphs with overlapping communities. NeurIPS (2022)
Ming-Yen Cheng, Michele Guindani, Jae Won Lee, Yi Li, Catherine Chunling Liu
Special Issue on Biostatistics. Comput. Stat. Data Anal. 132 (2019)
Michele Guindani, Wesley O. Johnson
More nonparametric Bayesian inference in applications. Stat. Methods Appl. 27 (2) (2018)
Xiao Li, Michele Guindani, Chaan S. Ng, Brian P. Hobbs
Classification of adrenal lesions through spatial Bayesian modeling of GLCM. ISBI (2017)
W. Duncan Wadsworth, Raffaele Argiento, Michele Guindani, Jessica Galloway-Pena, Samuel A. Shelburne, Marina Vannucci
An integrative Bayesian Dirichlet-multinomial regression model for the analysis of taxonomic abundances in microbiome data. BMC Bioinform. 18 (1) (2017)
Qiwei Li, Michele Guindani, Brian J. Reich, Howard D. Bondell, Marina Vannucci
A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints. Stat. Anal. Data Min. 10 (6) (2017)
Victor Trevino, Alberto Cassese, Zsuzsanna Nagy, Xiaodong Zhuang, John M. Herbert, Philipp Antzack, Kim Clarke, Nicholas Davies, Ayesha Rahman, Moray J. Campbell, Michele Guindani, Roy Bicknell, Marina Vannucci, Francesco Falciani
A Network Biology Approach Identifies Molecular Cross-Talk between Normal Prostate Epithelial and Prostate Carcinoma Cells. PLoS Comput. Biol. 12 (4) (2016)
Elizabeth Rebello, Spencer Kee, Alicia Kowalski, Nusrat Harun, Michele Guindani, Farzin Goravanchi
Reduction of incorrect record accessing and charting patient electronic medical records in the perioperative environment. Health Informatics J. 22 (4) (2016)
Sharon Chiang, Alberto Cassese, Michele Guindani, Marina Vannucci, Hsiang J. Yeh, Zulfi Haneef, John M. Stern
Time-dependence of graph theory metrics in functional connectivity analysis. NeuroImage 125 (2016)
Linlin Zhang, Michele Guindani, Francesco Versace, Marina Vannucci
A spatio-temporal nonparametric Bayesian variable selection model of fMRI data for clustering correlated time courses. NeuroImage 95 (2014)
Edoardo M. Airoldi, Federico Bassetti, Michele Guindani, Fabrizio Leisen
Generalized Species Sampling Priors with Latent Beta reinforcements CoRR (2010)