Alan Tucholka

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 7

Top Topics

Medical Image Analysis

Tissue Segmentation

Subcortical Structures

Top Venues

Comput. Medical Imaging Graph.

Publications

Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation. CoRR (2022)
Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
Beyond Voxel Prediction Uncertainty: Identifying Brain Lesions You Can Trust. iMIMIC@MICCAI (2022)
Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust. CoRR (2022)
Benjamin Lambert, Florence Forbes, Alan Tucholka, Senan Doyle, Harmonie Dehaene, Michel Dojat
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis. CoRR (2022)
Benjamin Lambert, Maxime Louis, Senan Doyle, Florence Forbes, Michel Dojat, Alan Tucholka
Leveraging 3D Information in Unsupervised Brain MRI Segmentation. CoRR (2021)
Benjamin Lambert, Maxime Louis, Senan Doyle, Florence Forbes, Michel Dojat, Alan Tucholka
Leveraging 3d Information In Unsupervised Brain Mri Segmentation. ISBI (2021)
Mahsa Shakeri, Herve Lombaert, Alexandre N. Datta, Nadine Oser, Laurent Létourneau-Guillon, Laurence Vincent Lapointe, Florence Martin, Domitille Malfait, Alan Tucholka, Sarah Lippé, Samuel Kadoury
Statistical shape analysis of subcortical structures using spectral matching. Comput. Medical Imaging Graph. 52 (2016)
Alan Tucholka, Virgile Fritsch, Jean-Baptiste Poline, Bertrand Thirion
An empirical comparison of surface-based and volume-based group studies in neuroimaging. NeuroImage 63 (3) (2012)
Linda Marrakchi-Kacem, Christine Delmaire, Alan Tucholka, Pauline Roca, Pamela Guevara, Fabrice Poupon, Jérôme Yelnik, Alexandra Durr, Jean-François Mangin, Stéphane Lehéricy
Analysis of the Striato-Thalamo-Cortical Connectivity on the Cortical Surface to Infer Biomarkers of Huntington's Disease. MICCAI (2) (2010)
Pauline Roca, Alan Tucholka, Denis Rivière, Pamela Guevara, Cyril Poupon, Jean-François Mangin
Inter-subject Connectivity-Based Parcellation of a Patch of Cerebral Cortex. MICCAI (2) (2010)
Bertrand Thirion, Alan Tucholka, Jean-Baptiste Poline
Parcellation Schemes and Statistical Tests to Detect Active Regions on the Cortical Surface. COMPSTAT (2010)
Matthieu Perrot, Denis Rivière, Alan Tucholka, Jean-François Mangin
Joint Bayesian Cortical Sulci Recognition and Spatial Normalization. IPMI (2009)
Zhong Yi Sun, Matthieu Perrot, Alan Tucholka, Denis Rivière, Jean-François Mangin
Constructing a Dictionary of Human Brain Folding Patterns. MICCAI (1) (2009)
Alan Tucholka, Bertrand Thirion, Philippe Pinel, Jean-Baptiste Poline, Jean-François Mangin
Triangulating cortical functional networks with anatomical landmarks. ISBI (2008)
Alan Tucholka, Bertrand Thirion, Matthieu Perrot, Philippe Pinel, Jean-François Mangin, Jean-Baptiste Poline
Probabilistic Anatomo-Functional Parcellation of the Cortex: How Many Regions?. MICCAI (2) (2008)
Bertrand Thirion, Alan Tucholka, Merlin Keller, Philippe Pinel, Alexis Roche, Jean-François Mangin, Jean-Baptiste Poline
High Level Group Analysis of FMRI Data Based on Dirichlet Process Mixture Models. IPMI (2007)
Bertrand Thirion, Philippe Pinel, Alan Tucholka, Alexis Roche, Philippe Ciuciu, Jean-François Mangin, Jean-Baptiste Poline
Structural Analysis of fMRI Data Revisited: Improving the Sensitivity and Reliability of fMRI Group Studies. IEEE Trans. Medical Imaging 26 (9) (2007)