Alan Tucholka

According to our database, Alan Tucholka authored at least 15 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation.

Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat

CoRR, 2022

Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis.

Benjamin Lambert, Florence Forbes, Alan Tucholka, Senan Doyle, Harmonie Dehaene, Michel Dojat

CoRR, 2022

Beyond Voxel Prediction Uncertainty: Identifying Brain Lesions You Can Trust.

Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022

2021

Leveraging 3d Information In Unsupervised Brain Mri Segmentation.

Benjamin Lambert, Maxime Louis, Senan Doyle, Florence Forbes, Michel Dojat, Alan Tucholka

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2016

Statistical shape analysis of subcortical structures using spectral matching.

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

Comput. Medical Imaging Graph., 2016

2012

An empirical comparison of surface-based and volume-based group studies in neuroimaging.

Alan Tucholka, Virgile Fritsch, Jean-Baptiste Poline, Bertrand Thirion

NeuroImage, 2012

2010

Inter-subject Connectivity-Based Parcellation of a Patch of Cerebral Cortex.

Pauline Roca, Alan Tucholka, Denis Rivière, Pamela Guevara, Cyril Poupon, Jean-François Mangin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Analysis of the Striato-Thalamo-Cortical Connectivity on the Cortical Surface to Infer Biomarkers of Huntington's Disease.

Linda Marrakchi-Kacem, Christine Delmaire, Alan Tucholka, Pauline Roca, Pamela Guevara, Fabrice Poupon, Jérôme Yelnik, Alexandra Durr, Jean-François Mangin, Stéphane Lehéricy

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Parcellation Schemes and Statistical Tests to Detect Active Regions on the Cortical Surface.

Bertrand Thirion, Alan Tucholka, Jean-Baptiste Poline

Proceedings of the 19th International Conference on Computational Statistics, 2010

2009

Constructing a Dictionary of Human Brain Folding Patterns.

Zhong Yi Sun, Matthieu Perrot, Alan Tucholka, Denis Rivière, Jean-François Mangin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Joint Bayesian Cortical Sulci Recognition and Spatial Normalization.

Matthieu Perrot, Denis Rivière, Alan Tucholka, Jean-François Mangin

Proceedings of the Information Processing in Medical Imaging, 2009

2008

Probabilistic Anatomo-Functional Parcellation of the Cortex: How Many Regions?.

Alan Tucholka, Bertrand Thirion, Matthieu Perrot, Philippe Pinel, Jean-François Mangin, Jean-Baptiste Poline

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Triangulating cortical functional networks with anatomical landmarks.

Alan Tucholka, Bertrand Thirion, Philippe Pinel, Jean-Baptiste Poline, Jean-François Mangin

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007

Structural Analysis of fMRI Data Revisited: Improving the Sensitivity and Reliability of fMRI Group Studies.

Bertrand Thirion, Philippe Pinel, Alan Tucholka, Alexis Roche, Philippe Ciuciu, Jean-François Mangin, Jean-Baptiste Poline

IEEE Trans. Medical Imaging, 2007

High Level Group Analysis of FMRI Data Based on Dirichlet Process Mixture Models.

Bertrand Thirion, Alan Tucholka, Merlin Keller, Philippe Pinel, Alexis Roche, Jean-François Mangin, Jean-Baptiste Poline

Proceedings of the Information Processing in Medical Imaging, 2007