AC
Adrià Casamitjana
cs.CVcs.LGBraineess.IVMagnetic Resonance Imagingneurosciencestat.MLcs.AIAlzheimer DiseaseAlzheimer's disease
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
32 papers in the corpus · 2016–2026Learning age-conditioned brain atlases via free-prototype modeling for brain age prediction.42763978 · Lisazo, Clara, Casamitjana, Adrià, Oliver, Arnau et al.2026 · 0 citationsArtificial intelligence in medicine. 2026;182:103534
TopBrain Segmentation Challenge for Whole Brain Vessel Anatomy10.64898/2026.05.28.26354312v1 · Yang, K., Shi, P., Huang, H. et al.2026 · 1 citationmedRxiv
Robust framework for adaptive field-of-view automatic segmentation in vaginal brachytherapy for endometrial cancer.42232229 · Casamitjana, Adrià, Gómez Fresco, Ana María, Candela-Juan, Cristian et al.2026 · 0 citationsPhysics and imaging in radiation oncology. 2026;39:101000
Topology-aware multiclass segmentation of the Circle of Willis from MRA and CTA images.41637822 · Hamadache, Rachika E, Lisazo, Clara, Yalcin, Cansu et al.2026 · 0 citationsComputers in biology and medicine. 2026;204:111516
A probabilistic histological atlas of the human brain for MRI segmentation.41193801 · Casamitjana, Adrià, Mancini, Matteo, Robinson, Eleanor et al.2025 · 23 citationsNature. 2025;648(8094):678-685
Fast segmentation with the NextBrain histological atlas.41040372 · Puonti, Oula, Nolan, Jackson, Dicamillo, Robert et al.2026 · 3 citationsbioRxiv : the preprint server for biology. 2025
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA.38235066 · Yang, Kaiyuan, Musio, Fabio, Ma, Yihui et al.2026 · 19 citationsArXiv. 2025
USLR: An open-source tool for unbiased and smooth longitudinal registration of brain MRI.40592111 · Casamitjana, Adrià, Sala-Llonch, Roser, Lekadir, Karim et al.2025 · 5 citationsMedical image analysis. 2025;105:103662
Synthetic data in generalizable, learning-based neuroimaging.39850547 · Gopinath, Karthik, Hoopes, Andrew, Alexander, Daniel C et al.2026 · 29 citationsImaging neuroscience (Cambridge, Mass.). 2024;2:1-22
A next-generation, histological atlas of the human brain and its application to automated brain MRI segmentation.39282320 · Casamitjana, Adrià, Mancini, Matteo, Robinson, Eleanor et al.2025 · 20 citationsbioRxiv : the preprint server for biology. 2024
Analysis of the 2024 BraTS Meningioma Radiotherapy Planning Automated Segmentation Challenge2405.18383v3 · Dominic LaBella, Valeriia Abramova, Mehdi Astaraki et al.2024 · 8 citationsarXiv
Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology.37333251 · Gazula, Harshvardhan, Tregidgo, Henry F J, Billot, Benjamin et al.2024 · 12 citationsbioRxiv : the preprint server for biology. 2024
JUMP: A joint multimodal registration pipeline for neuroimaging with minimal preprocessing2401.14250v1 · Adria Casamitjana, Juan Eugenio Iglesias, Raul Tudela et al.2024 · 0 citationsarXiv
USLR: an open-source tool for unbiased and smooth longitudinal registration of brain MR2311.08371v1 · Adria Casamitjana, Roser Sala-Llonch, Karim Lekadir et al.2023 · 0 citationsarXiv
High-resolution atlasing and segmentation of the subcortex: Review and perspective on challenges and opportunities created by machine learning.36084858 · Casamitjana, Adrià, Iglesias, Juan Eugenio2023 · 8 citationsNeuroImage. 2022;263:119616
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas.34741894 · Casamitjana, Adrià, Lorenzi, Marco, Ferraris, Sebastiano et al.2022 · 24 citationsMedical image analysis. 2022;75:102265
Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images.34778892 · Casamitjana, Adrià, Mancini, Matteo, Iglesias, Juan Eugenio2023 · 28 citationsSimulation and synthesis in medical imaging : ... International Workshop, SASHIMI ..., held in conjunction with MICCAI ..., proceedings. SASHIMI (Workshop). 2021;12965:44-54
DeepReg: a deep learning toolkit for medical image registration2011.02580v1 · Yunguan Fu, Nina Montana Brown, Shaheer U. Saeed et al.2020 · 48 citationsarXiv
NeAT: a Nonlinear Analysis Toolbox for Neuroimaging.32212063 · Casamitjana, Adrià, Vilaplana, Verónica, Puch, Santi et al.2020 · 0 citationsNeuroinformatics. 2020;18(4):517-530
3D Reconstruction and Segmentation of Dissection Photographs for MRI-free Neuropathology2009.05596v1 · Henry Tregidgo, Adria Casamitjana, Caitlin Latimer et al.2020 · 10 citationsarXiv
Introduction to Medical Image Registration with DeepReg, Between Old and New2009.01924v2 · N. Montana Brown, Y. Fu, S. U. Saeed et al.2020 · 4 citationsarXiv
A multimodal computational pipeline for 3D histology of the human brain.32796937 · Mancini, Matteo, Casamitjana, Adrià, Peter, Loic et al.2021 · 48 citationsScientific reports. 2020;10(1):13839
Projection to Latent Spaces Disentangles Pathological Effects on Brain Morphology in the Asymptomatic Phase of Alzheimer's Disease.32849173 · Casamitjana, Adrià, Petrone, Paula, Molinuevo, José Luis et al.2026 · 5 citationsFrontiers in neurology. 2020;11:648
Prediction of amyloid pathology in cognitively unimpaired individuals using voxel-wise analysis of longitudinal structural brain MRI.31421683 · Petrone, Paula M, Casamitjana, Adrià, Falcon, Carles et al.2020 · 42 citationsAlzheimer's research & therapy. 2019;11(1):72
Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease: A Predictive Study.31380776 · Casamitjana, Adria, Petrone, Paula, Molinuevo, Jose Luis et al.2020 · 3 citationsIEEE journal of biomedical and health informatics. 2020;24(2):365-376
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.30908194 · Kuijf, Hugo J, Biesbroek, J Matthijs, De Bresser, Jeroen et al.2020 · 293 citationsIEEE transactions on medical imaging. 2019;38(11):2556-2568
Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge.30835215 · Wang, Li, Nie, Dong, Li, Guannan et al.2024 · 196 citationsIEEE transactions on medical imaging. 2019
Cascaded V-Net using ROI masks for brain tumor segmentation1812.11588v1 · Adria Casamitjana, Marcel Cata, Irina S'anchez et al.2018 · 57 citationsBrainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, Series volume 10670, 2018, Springer International Publishing AG, part of Springer Nature
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge1811.02629v3 · Spyridon Bakas, Mauricio Reyes, Andras Jakab et al.2018 · 1,441 citationsarXivon Valency
MRI-Based Screening of Preclinical Alzheimer's Disease for Prevention Clinical Trials.30010132 · Casamitjana, Adrià, Petrone, Paula, Tucholka, Alan et al.2019 · 22 citationsJournal of Alzheimer's disease : JAD. 2018;64(4):1099-1112
3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures1705.08236v1 · Adria Casamitjana, Santi Puch, Asier Aduriz et al.2017 · 46 citationsarXiv
Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling1612.00667v3 · Santi Puch, Asier Aduriz, Adria Casamitjana et al.2016 · 1 citationarXiv
Career total: 83 works. 32 are in this corpus.
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