Baris Kanber

17 papers Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps.
Frontiers Neuroinformatics
Marta Gaviraghi, Antonio Ricciardi, Fulvia Palesi, Wallace Brownlee, Paolo Vitali, Ferran Prados, Baris Kanber, Claudia A. M. Gandini Wheeler-Kingshott
2024 — conf
Multiclass Lesion Detection Using Longitudinal MRI in Multiple Sclerosis.
CCIA
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
2024 — conf
Temporal-Invariant Segmentation of Multiple Sclerosis Lesions Using Generative Models.
CCIA
Marcos Diaz-Hurtado, Eloy Martínez-Heras, Francesc Vivó, Elisabeth Solana, Baris Kanber, Sara Llufriu, Jordi Casas-Roma, Ferran Prados
2023 — conf
Longitudinal Segmentation of Multiple Sclerosis Lesions Using nnU-Net Architecture.
CCIA
Eloy Martínez-Heras, Francesc Vivó, Marcos Diaz-Hurtado, Baris Kanber, Jordi Casas-Roma, Sara Llufriu, Ferran Prados
2023 J jnl
Patterns of inflammation, microstructural alterations, and sodium accumulation define multiple sclerosis subtypes after 15 years from onset.
Frontiers Neuroinformatics
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
2022 J jnl
A generalized deep learning network for fractional anisotropy reconstruction: Application to epilepsy and multiple sclerosis.
Frontiers Neuroinformatics
Marta Gaviraghi, Antonio Ricciardi, Fulvia Palesi, Wallace Brownlee, Paolo Vitali, Ferran Prados, Baris Kanber, Claudia A. M. Gandini Wheeler-Kingshott
2021 — conf
Image quality assessment for closed-loop computer-assisted lung ultrasound.
Image-Guided Procedures
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
2021 J jnl
Musclesense: a Trained, Artificial Neural Network for the Anatomical Segmentation of Lower Limb Magnetic Resonance Images in Neuromuscular Diseases.
Neuroinformatics
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
2020 J jnl
Image quality assessment for closed-loop computer-assisted lung ultrasound.
CoRR
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
2020 J jnl
Neurosense: deep sensing of full or near-full coverage head/brain scans in human magnetic resonance imaging.
Neuroinformatics
Baris Kanber, James K. Ruffle, M. Jorge Cardoso, Sébastien Ourselin, Olga Ciccarelli
2020 J jnl
Sparse data to structured imageset transformation.
CoRR
Baris Kanber
2019 — conf
ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression.
ABCD-NP@MICCAI
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
2019 — conf
ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Residual Fluid Intelligence Scores from Cortical Grey Matter Morphology.
ABCD-NP@MICCAI
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
2019 J jnl
Author Correction: High-dimensional detection of imaging response to treatment in multiple sclerosis.
npj Digit. Medicine
Baris Kanber, Parashkev Nachev, Frederik Barkhof, Alberto Calvi, Jorge Cardoso, Rosa Cortese, Ferran Prados, Carole H. Sudre, Carmen Tur, Sébastien Ourselin, Olga Ciccarelli
2019 J jnl
High-dimensional detection of imaging response to treatment in multiple sclerosis.
npj Digit. Medicine
Baris Kanber, Parashkev Nachev, Frederik Barkhof, Alberto Calvi, Jorge Cardoso, Rosa Cortese, Ferran Prados, Carole H. Sudre, Carmen Tur, Sébastien Ourselin, Olga Ciccarelli
2016 J jnl
A multi-time-point modality-agnostic patch-based method for lesion filling in multiple sclerosis.
NeuroImage
Ferran Prados, Manuel Jorge Cardoso, Baris Kanber, Olga Ciccarelli, Raju Kapoor, Claudia A. M. Wheeler-Kingshott, Sébastien Ourselin
2016 — conf
Fully Automated Patch-Based Image Restoration: Application to Pathology Inpainting.
BrainLes@MICCAI
Ferran Prados, M. Jorge Cardoso, Niamh Cawley, Baris Kanber, Olga Ciccarelli, Claudia A. M. Wheeler-Kingshott, Sébastien Ourselin