Michael Dayan

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 15

Top Topics

Multiple Sclerosis

Magnetic Resonance Images

Lesion Segmentation

Top Venues

Publications

Simon Schwab, Perrine Janiaud, Michael Dayan, Valentin Amrhein, Radoslaw Panczak, Patricia M. Palagi, Lars G. Hemkens, Meike Ramon, Nicolas Rothen, Stephen Senn, Eva Furrer, Leonhard Held
Ten simple rules for good research practice. PLoS Comput. Biol. 18 (6) (2022)
Farras Abdelnour, Michael Dayan, Orrin Devinsky, Thomas Thesen, Ashish Raj
Algebraic relationship between the structural network's Laplacian and functional network's adjacency matrix is preserved in temporal lobe epilepsy subjects. NeuroImage 228 (2021)
Muhammad Abubakar Yamin, Paola Valsasina, Michael Dayan, Sebastiano Vascon, Jacopo Tessadori, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification. ICPR (2020)
Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. ISBI (2020)
Muhammad Abubakar Yamin, Jacopo Tessadori, Muhammad Usman Akbar, Michael Dayan, Vittorio Murino, Diego Sona
Geodesic Clustering of Positive Definite Matrices For Classification of Mental Disorder Using Brain Functional Connectivity. IJCNN (2020)
A. Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona
Comparison of brain connectomes using geodesic distance on manifold: a twin study. CoRR (2019)
Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
Multi-branch convolutional neural network for multiple sclerosis lesion segmentation. NeuroImage 196 (2019)
A. Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona
Analysis of Dynamic Brain Connectivity Through Geodesic Clustering. ICIAP (2) (2019)
Abubakar Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona
Comparison Of Brain Connectomes Using Geodesic Distance On Manifold: A Twins Study. ISBI (2019)
Muhammad Abubakar Yamin, Michael Dayan, Letizia Squarcina, Vaibhav A. Diwadkar, Paolo Brambilla, Vittorio Murino, Diego Sona
Investigating the Impact of Genetic Background on Brain Dynamic Functional Connectivity Through Machine Learning: A Twins Study. BHI (2019)
Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. CoRR (2019)
Shahab Aslani, Michael Dayan, Vittorio Murino, Diego Sona
Deep 2D Encoder-Decoder Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation in Brain MRI. BrainLes@MICCAI (1) (2018)
Michael Dayan, Vasiliki-Maria Katsageorgiou, Luca Dodero, Vittorio Murino, Diego Sona
Unsupervised Detection of White Matter Fiber Bundles with Stochastic Neural Networks. ICIP (2018)
Farras Abdelnour, Michael Dayan, Orrin Devinsky, Thomas Thesen, Ashish Raj
Functional brain connectivity is predictable from anatomic network's Laplacian eigen-structure. NeuroImage 172 (2018)
Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation. CoRR (2018)
Farras Abdelnour, Ashish Raj, Michael Dayan, Orrin Devinsky, Thomas Thesen
Estimating function from structure in epileptics using graph diffusion model. ISBI (2015)