Michele Guindani
University of California, Irvine
H-index: 30
North America-United States
Top articles of Michele Guindani
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Proteome trait regulation of marine Synechococcus elemental stoichiometry under global change | The ISME Journal | Nathan S Garcia Mingyu Du Michele Guindani Matthew R McIlvin Dawn M Moran | 2024/1/1 |
Bayesian nonparametric analysis for the detection of spikes in noisy calcium imaging data | Biometrics | Laura D'Angelo Antonio Canale Zhaoxia Yu Michele Guindani | 2023/6 |
Multiple hypothesis screening using mixtures of non‐local distributions with applications to genomic studies | Statistics in Medicine | Francesco Denti Stefano Peluso Michele Guindani Antonietta Mira | 2023/5/30 |
Semi-parametric local variable selection under misspecification | arXiv preprint arXiv:2401.10235 | David Rossell Arnold Kisuk Kseung Ignacio Saez Michele Guindani | 2023/11/14 |
A common atoms model for the Bayesian nonparametric analysis of nested data | Journal of the American Statistical Association | Francesco Denti Federico Camerlenghi Michele Guindani Antonietta Mira | 2023/1/2 |
Central Posterior Envelopes for Bayesian Functional Principal Component Analysis. | Journal of Data Science | Joanna Boland Donatello Telesca Catherine Sugar Michele Guindani Shafali Jeste | 2023/10/1 |
Changepoint detection with random partition models | A Giampino M Guindani B Nipoti M Vannucci | 2023 | |
A horseshoe mixture model for Bayesian screening with an application to light sheet fluorescence microscopy in brain imaging | The Annals of Applied Statistics | Francesco Denti Ricardo Azevedo Chelsie Lo Damian G Wheeler Sunil P Gandhi | 2023/9 |
Galton-Watson process: a non parametric prior for the offspring distribution | Massimo Cannas Michele Guindani Nicola Piras | 2023 | |
AI-based automated lipomatous tumor segmentation in MR images: ensemble solution to heterogeneous data | Journal of digital imaging | Chih-Chieh Liu Yasser G Abdelhafez S Paran Yap Francesco Acquafredda Silvia Schirò | 2023/6 |
Thinned random measures for sparse graphs with overlapping communities | Advances in Neural Information Processing Systems | Federica Zoe Ricci Michele Guindani Erik Sudderth | 2022/12/6 |
Clustering artists based on the energy distributions of their songs on Spotify via the Common Atoms Model | Francesco Denti Federico Camerlenghi Michele Guindani Antonietta Mira | 2022 | |
A predictor-informed multi-subject Bayesian approach for dynamic functional connectivity | arXiv preprint arXiv:2210.01281 | Jaylen Lee Sana Hussain Ryan Warnick Marina Vannucci Isaac Menchaca | 2022/10/4 |
A nonparametric Bayesian model for estimating spectral densities of resting-state EEG twin data | Biometrics | Brian Hart Michele Guindani Stephen Malone Mark Fiecas | 2022/3 |
Beyond t test and ANOVA: applications of mixed-effects models for more rigorous statistical analysis in neuroscience research | Zhaoxia Yu Michele Guindani Steven F Grieco Lujia Chen Todd C Holmes | 2022/1/5 | |
Bayesian approaches for capturing the heterogeneity of neuroimaging experiments | Francesco Denti Laura D'Angelo Michele Guindani | 2022 | |
Time-varying optimization for Spike Inference from Multi-Trial Calcium Recordings | arXiv preprint arXiv:2103.03818 | Tong Shen Kevin Johnston Gyorgy Lur Michele Guindani Hernando Ombao | 2021/3/2 |
A Bayesian nonparametric model for textural pattern heterogeneity | Journal of the Royal Statistical Society Series C: Applied Statistics | Xiao Li Michele Guindani Chaan S Ng Brian P Hobbs | 2021/3 |
Bayesian time-varying tensor vector autoregressive models for dynamic effective connectivity | arXiv preprint arXiv:2106.14083 | Wei Zhang Ivor Cribben Michele Guindani | 2021/6/26 |
Detection of neural activity in calcium imaging data via Bayesian mixture models | Preface XIX 1 Plenary Sessions | Laura D’Angelo Antonio Canale Zhaoxia Yu Michele Guindani | 2021 |
Co-Authors
