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2020 – today
- 2024
[j8]Marta Gaviraghi
, Antonio Ricciardi, Fulvia Palesi, Wallace Brownlee, Paolo Vitali, Ferran Prados, Baris Kanber, Claudia A. M. Gandini Wheeler-Kingshott:
Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps. Frontiers Neuroinformatics 18 (2024)- [c7]Marcos Diaz-Hurtado, Eloy Martínez-Heras, Francesc Vivó, Elisabeth Solana, Baris Kanber, Sara Llufriu, Jordi Casas-Roma, Ferran Prados:
Temporal-Invariant Segmentation of Multiple Sclerosis Lesions Using Generative Models. CCIA 2024: 52-53 - [c6]Ander Elkoroaristizabal, Francesc Vivó, Alberto Calvi, Elisabeth Solana, Elisabet Lopez-Soley, Salut Alba-Arbalat, Marcos Diaz-Hurtado, Baris Kanber, Jordi Casas-Roma, Sara Llufriu, Ferran Prados, Eloy Martínez-Heras:
Multiclass Lesion Detection Using Longitudinal MRI in Multiple Sclerosis. CCIA 2024: 113-121 - 2023
- [j7]Antonio Ricciardi, Francesco Grussu, Baris Kanber, Ferran Prados, Marios C. Yiannakas, Bhavana S. Solanky, Frank Riemer, Xavier Golay, Wallace Brownlee, Olga Ciccarelli, Daniel C. Alexander, Claudia A. M. Gandini Wheeler-Kingshott:
Patterns of inflammation, microstructural alterations, and sodium accumulation define multiple sclerosis subtypes after 15 years from onset. Frontiers Neuroinformatics 17 (2023) - [c5]Eloy Martínez-Heras, Francesc Vivó, Marcos Diaz-Hurtado, Baris Kanber, Jordi Casas-Roma, Sara Llufriu, Ferran Prados:
Longitudinal Segmentation of Multiple Sclerosis Lesions Using nnU-Net Architecture. CCIA 2023: 163-172 - 2022
- [j6]Marta Gaviraghi, Antonio Ricciardi, Fulvia Palesi, Wallace Brownlee, Paolo Vitali, Ferran Prados, Baris Kanber, Claudia A. M. Gandini Wheeler-Kingshott:
A generalized deep learning network for fractional anisotropy reconstruction: Application to epilepsy and multiple sclerosis. Frontiers Neuroinformatics 16 (2022) - 2021
- [j5]Baris Kanber, Jasper M. Morrow, Uros Klickovic, Stephen J. Wastling, Sachit Shah, Pietro Fratta, Amy R. McDowell, Matt G. Hall, Chris A. Clark, Francesco Muntoni, Mary M. Reilly, Michael G. Hanna, Daniel C. Alexander, Tarek A. Yousry, John S. Thornton:
Musclesense: a Trained, Artificial Neural Network for the Anatomical Segmentation of Lower Limb Magnetic Resonance Images in Neuromuscular Diseases. Neuroinformatics 19(2): 379-383 (2021) - [c4]Zachary M. C. Baum, Ester Bonmati, Lorenzo Cristoni, Andrew Walden, Ferran Prados, Baris Kanber, Dean C. Barratt, David J. Hawkes, Geoff J. M. Parker, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu:
Image quality assessment for closed-loop computer-assisted lung ultrasound. Medical Imaging: Image-Guided Procedures 2021 - 2020
- [j4]Baris Kanber, James K. Ruffle, M. Jorge Cardoso, Sébastien Ourselin, Olga Ciccarelli:
Neurosense: deep sensing of full or near-full coverage head/brain scans in human magnetic resonance imaging. Neuroinformatics 18(2): 333-336 (2020) - [i2]Baris Kanber:
Sparse data to structured imageset transformation. CoRR abs/2005.10045 (2020) - [i1]Zachary M. C. Baum, Ester Bonmati, Lorenzo Cristoni, Andrew Walden, Ferran Prados, Baris Kanber, Dean C. Barratt, David J. Hawkes, Geoffrey J. M. Parker, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu:
Image quality assessment for closed-loop computer-assisted lung ultrasound. CoRR abs/2008.08840 (2020)
2010 – 2019
- 2019
- [j3]Baris Kanber, Parashkev Nachev, Frederik Barkhof, Alberto Calvi, Jorge Cardoso, Rosa Cortese, Ferran Prados, Carole H. Sudre, Carmen Tur, Sébastien Ourselin, Olga Ciccarelli:
High-dimensional detection of imaging response to treatment in multiple sclerosis. npj Digit. Medicine 2 (2019) - [j2]Baris Kanber, Parashkev Nachev, Frederik Barkhof, Alberto Calvi, Jorge Cardoso, Rosa Cortese, Ferran Prados, Carole H. Sudre, Carmen Tur, Sébastien Ourselin, Olga Ciccarelli:
Author Correction: High-dimensional detection of imaging response to treatment in multiple sclerosis. npj Digit. Medicine 2 (2019) - [c3]Neil P. Oxtoby, Fabio S. Ferreira, Ágoston Mihalik, Tong Wu, Mikael Brudfors, Hongxiang Lin, Anita Rau, Stefano B. Blumberg, Maria Robu, Cemre Zor, Maira Tariq, Mar Estarellas Garcia, Baris Kanber, Daniil I. Nikitichev, Janaina Mourão Miranda:
ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Residual Fluid Intelligence Scores from Cortical Grey Matter Morphology. ABCD-NP@MICCAI 2019: 114-123 - [c2]Ágoston Mihalik, Mikael Brudfors, Maria Robu, Fabio S. Ferreira, Hongxiang Lin, Anita Rau, Tong Wu, Stefano B. Blumberg, Baris Kanber, Maira Tariq, Mar Estarellas Garcia, Cemre Zor, Daniil I. Nikitichev, Janaina Mourão Miranda, Neil P. Oxtoby:
ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression. ABCD-NP@MICCAI 2019: 133-142 - 2016
- [j1]Ferran Prados, Manuel Jorge Cardoso, Baris Kanber, Olga Ciccarelli, Raju Kapoor, Claudia A. M. Wheeler-Kingshott, Sébastien Ourselin:
A multi-time-point modality-agnostic patch-based method for lesion filling in multiple sclerosis. NeuroImage 139: 376-384 (2016) - [c1]Ferran Prados, M. Jorge Cardoso, Niamh Cawley, Baris Kanber, Olga Ciccarelli, Claudia A. M. Wheeler-Kingshott, Sébastien Ourselin:
Fully Automated Patch-Based Image Restoration: Application to Pathology Inpainting. BrainLes@MICCAI 2016: 3-15
Coauthor Index
aka: Claudia A. M. Wheeler-Kingshott
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