Adrià Casamitjana

According to our database, Adrià Casamitjana authored at least 21 papers between 2015 and 2024.

Collaborative distances:

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

2024

Mitigating Overdiagnosis Bias in CNN-Based Alzheimer's Disease Diagnosis for the Elderly.

Vien Ngoc Dang, Adrià Casamitjana, Jerónimo Hernández-González, Karim Lekadir, Alzheimer's Disease Neuroimaging Initiative

Proceedings of the Ethics and Fairness in Medical Imaging, 2024

Jump: A Joint Multimodal Registration Pipeline for Neuroimaging with Minimal Preprocessing.

Adrià Casamitjana, Juan Eugenio Iglesias, Raúl Tudela, Aida Niñerola-Baizan, Roser Sala-Llonch

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

USLR: an open-source tool for unbiased and smooth longitudinal registration of brain MR.

Adrià Casamitjana, Roser Sala-Llonch, Karim Lekadir, Juan Eugenio Iglesias

CoRR, 2023

Auditing Unfair Biases in CNN-Based Diagnosis of Alzheimer's Disease.

Vien Ngoc Dang, Adrià Casamitjana, Martijn P. A. Starmans, Carlos Martín-Isla, Jerónimo Hernández-González, Karim Lekadir, Alzheimer's Disease Neuroimaging Initiative

Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023

2022

High-resolution atlasing and segmentation of the subcortex: Review and perspective on challenges and opportunities created by machine learning.

Adrià Casamitjana, Juan Eugenio Iglesias

NeuroImage, 2022

Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas.

Adrià Casamitjana, Marco Lorenzi, Sebastiano Ferraris, Loïc Peter, Marc Modat, Allison Stevens, Bruce Fischl, Tom Vercauteren, Juan Eugenio Iglesias

Medical Image Anal., 2022

2021

Synth-by-Reg (SbR): Contrastive Learning for Synthesis-Based Registration of Paired Images.

Adrià Casamitjana, Matteo Mancini, Juan Eugenio Iglesias

Proceedings of the Simulation and Synthesis in Medical Imaging, 2021

2020

DeepReg: a deep learning toolkit for medical image registration.

Yunguan Fu, Nina Montaña Brown, Shaheer U. Saeed, Adrià Casamitjana, Zachary M. C. Baum, Rémi Delaunay, Qianye Yang, Alexander Grimwood, Zhe Min, Stefano B. Blumberg, Juan Eugenio Iglesias, Dean C. Barratt, Ester Bonmati, Daniel C. Alexander, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu

Dataset, November, 2020

Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease: A Predictive Study.

Adrià Casamitjana, Paula M. Petrone, José Luis Molinuevo, Juan Domingo Gispert, Verónica Vilaplana

IEEE J. Biomed. Health Informatics, 2020

NeAT: a Nonlinear Analysis Toolbox for Neuroimaging.

Adrià Casamitjana, Verónica Vilaplana, Santi Puch, Asier Aduriz, Carlos López, Grégory Operto, Raffaele Cacciaglia, Carles Falcón, José Luis Molinuevo, Juan Domingo Gispert

Neuroinformatics, 2020

DeepReg: a deep learning toolkit for medical image registration.

Yunguan Fu, Nina Montaña Brown, Shaheer U. Saeed, Adrià Casamitjana, Zachary Baum, Rémi Delaunay, Qianye Yang, Alexander Grimwood, Zhe Min, Stefano B. Blumberg, Juan Eugenio Iglesias, Dean C. Barratt, Ester Bonmati, Daniel C. Alexander, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu

J. Open Source Softw., 2020

Introduction to Medical Image Registration with DeepReg, Between Old and New.

Nina Montaña Brown, Yunguan Fu, Shaheer U. Saeed, Adrià Casamitjana, Zachary M. C. Baum, Rémi Delaunay, Qianye Yang, Alex Grimwood, Zhe Min, Ester Bonmati, Tom Vercauteren, Matthew J. Clarkson, Yipeng Hu

CoRR, 2020

3D Reconstruction and Segmentation of Dissection Photographs for MRI-Free Neuropathology.

Henry F. J. Tregidgo, Adrià Casamitjana, Caitlin Latimer, Mitchell Kilgore, Eleanor D. Robinson, Emily Blackburn, Koen Van Leemput, Bruce Fischl, Adrian V. Dalca, Christine L. Mac Donald, Dirk Keene, Juan Eugenio Iglesias

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Study of early stages of Alzheimer's disease using magnetic resonance imaging.

Adrià Casamitjana Díaz

PhD thesis, 2019

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge.

Li Wang, Dong Nie, Guannan Li, Élodie Puybareau, Jose Dolz, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jiawei Chen, Kim-Han Thung, Toan Duc Bui, Jitae Shin, Guodong Zeng, Guoyan Zheng, Vladimir S. Fonov, Andrew Doyle, Yongchao Xu, Pim Moeskops, Josien P. W. Pluim, Christian Desrosiers, Ismail Ben Ayed, Gerard Sanroma, Oualid M. Benkarim, Adrià Casamitjana, Verónica Vilaplana, Weili Lin, Gang Li, Dinggang Shen

IEEE Trans. Medical Imaging, 2019

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.

Hugo J. Kuijf, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, J. Matthijs Biesbroek, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Jeroen de Bresser, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Rutger Heinen, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso

IEEE Trans. Medical Imaging, 2019

2018

Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease.

Adrià Casamitjana, Verónica Vilaplana, Paula M. Petrone, José Luis Molinuevo, Juan Domingo Gispert

Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018

2017

Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation.

Adria Casamitjana, Marcel Catà, Irina Sánchez, Marc Combalia, Verónica Vilaplana

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

2016

Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling.

Santi Puch, Asier Aduriz, Adria Casamitjana, Verónica Vilaplana, Paula M. Petrone, Grégory Operto, Raffaele Cacciaglia, Stavros Skouras, Carles Falcón, José Luis Molinuevo, Juan Domingo Gispert

CoRR, 2016

3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures.

Adria Casamitjana, Santi Puch, Asier Aduriz, Verónica Vilaplana

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

2015

Bayesian learning for time-varying linear prediction of speech.

Adria Casamitjana, Martin Sundin, Prasanta Kumar Ghosh, Saikat Chatterjee

Proceedings of the 23rd European Signal Processing Conference, 2015