Xavier Lladó - Publications, H-index & Citations

Xavier Lladó

Hospital Universitari Vall d'Hebron

42H指数

223论文数

7.0K被引数

收录论文 65

发表时间

Learning age-conditioned brain atlases via free-prototype modeling for brain age prediction 通过自由原型建模学习年龄条件化的脑图谱以预测脑年龄

Artificial Intelligence in Medicine

IF6.2

2026-09-17

OAAI

Clara Lisazo; Adrià Casamitjana; Arnau Oliver; Xavier Lladó

Topology-aware multiclass segmentation of the Circle of Willis from MRA and CTA images

Computers in Biology and Medicine

IF6.3

2026-02-03

OAAI

Rachika E. Hamadache; Clara Lisazo; Cansu Yalcin; Uma M. Lal-Trehan Estrada; Valeriia Abramova; Adrià Casamitjana; Arnau Oliver; Xavier Lladó

Strategies to combine 3D vasculature and brain CTA with deep neural networks: Application to LVO 将3D血管结构与脑部CTA结合深度神经网络的方法：在LVO中的应用

iScience

IF4.1

2025-12-26

OAAI

Uma M. Lal-Trehan Estrada; Arnau Oliver; Sunil A. Sheth; Xavier Lladó; Luca Giancardo

Window self-attention and 3D volumetric refinement for large vessel occlusion detection in brain angiography 窗口自注意力与3D体素细化在大脑血管造影中用于大血管闭塞检测

Pattern Recognition Letters

IF3.3

2025-11-01

PREAI

Ciro Russo; Giulio Russo; Arnau Oliver; Xavier Lladó; Mikel Terceño; Yolanda Silva; Alessandro Bria; Claudio Marrocco

Deep learning framework for vertebral heart size and cardiothoracic ratio estimation in dogs and cats using thoracic radiographs 基于胸腔X光片的犬猫椎体心尺寸和心胸比率估计的深度学习框架

Frontiers in Veterinary Science

IF2.9

2025-10-01

OAAI

Habtamu Tilahun Mekonnen; Núria Puig; Alejandro Elson; Elena López; Paula Martínez; Selene Campos; Francisco Hernández; Daniel Mayor; Jorge Quilis; Xavier Cufí; Jordi Freixenet; Arnau Oliver; Xavier Lladó; Robert Martí

DeepISLES: a clinically validated ischemic stroke segmentation model from the ISLES'22 challenge DeepISLES：一个来自ISLES'22挑战的临床验证缺血性脑卒中分割模型

Nature Communications

IF15.7

2025-08-09

OAAI

Ezequiel de la Rosa; Mauricio Reyes; Sook-Lei Liew; Alexandre Hutton; Roland Wiest; Johannes Kaesmacher; Uta Hanning; Arsany Hakim; Richard Zubal; Waldo Valenzuela; David Robben; Diana M. Sima; Vincenzo Anania; Arne Brys; James A. Meakin; Anne Mickan; Gabriel Broocks; Christian Heitkamp; Shengbo Gao; Kongming Liang; Ziji Zhang; Md Mahfuzur Rahman Siddiquee; Andriy Myronenko; Pooya Ashtari; Sabine Van Huffel; Hyunsu Jeong; Chiho Yoon; Chulhong Kim; Jiayu Huo; Sebastien Ourselin; Rachel Sparks; Albert Clèrigues; Arnau Oliver; Xavier Lladó; Liam Chalcroft; Ioannis Pappas; Jeroen Bertels; Ewout Heylen; Juliette Moreau; Nima Hatami; Carole Frindel; Abdul Qayyum; Moona Mazher; Domenec Puig; Shao-Chieh Lin; Chun-Jung Juan; Tianxi Hu; Lyndon Boone; Maged Goubran; Yi-Jui Liu; Susanne Wegener; Florian Kofler; Ivan Ezhov; Suprosanna Shit; Moritz R. Hernandez Petzsche; Michael Müller; Bjoern Menze; Jan S. Kirschke; Benedikt Wiestler

Encoding 3D information in 2D feature maps for brain CT-Angiography 在用于脑部CT血管造影的2D特征图中编码3D信息

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2025-06-01

OAAI

Estrada, Uma M. Lal-Trehan; Sheth, Sunil; Oliver, Arnau; Llado, Xavier; Giancardo, Luca

Deep learning to predict progression independent of relapse activity at a first demyelinating event 深度学习预测首次脱髓鞘事件中独立于复发活动的进展

BRAIN COMMUNICATIONS

IF4.5

2025-01-01

PREAI

Coll, Llucia; Pareto, Deborah; Aparicio-Serrano, Francisco; Otero-Romero, Susana; Cobo-Calvo, Alvaro; Reinders, Evy; Alberich, Manel; Arevalo, Maria Jesus; Arrambide, Georgina; Auger, Cristina; Castillo, Joaquin; Comabella, Manuel; Galan, Ingrid; Midaglia, Luciana; Nos, Carlos; Novak, Frederik; Oliver, Arnau; Rio, Jordi; Rodriguez-Acevedo, Breogan; Sastre-Garriga, Jaume; Vidal-Jordana, Angela; Zabalza, Ana; Montalban, Xavier; Rovira, Alex; Tintore, Mar; Llado, Xavier; Tur, Carmen

Hematoma expansion prediction in intracerebral hemorrhage patients by using synthesized CT images in an end-to-end deep learning framework 基于端到端深度学习框架的合成CT图像预测脑出血患者血肿扩大

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2024-10-01

OAAI

Yalcin, Cansu; Abramova, Valeriia; Terceno, Mikel; Oliver, Arnau; Silva, Yolanda; Llado, Xavier

Artificial intelligence applied to MRI data to tackle key challenges in multiple sclerosis 人工智能应用于MRI数据以解决多发性硬化症的关键挑战

MULTIPLE SCLEROSIS JOURNAL

IF5

2024-05-13

OAAI

Collorone, Sara; Coll, Llucia; Lorenzi, Marco; Llado, Xavier; Sastre-Garriga, Jaume; Tintore, Mar; Montalban, Xavier; Rovira, Alex; Pareto, Deborah; Tur, Carmen

Global and Regional Deep Learning Models for Multiple Sclerosis Stratification From MRI

JOURNAL OF MAGNETIC RESONANCE IMAGING

IF3.5

2023-10-06

OAAI

Coll, Llucia; Pareto, Deborah; Carbonell-Mirabent, Pere; Cobo-Calvo, Alvaro; Arrambide, Georgina; Vidal-Jordana, Angela; Comabella, Manuel; Castillo, Joaquinprime; Rodriguez-Acevedo, Breogan; Zabalza, Ana; Galan, Ingrid; Midaglia, Luciana; Nos, Carlos; Auger, Cristina; Alberich, Manel; Rio, Jordi; Sastre-Garriga, Jaume; Oliver, Arnau; Montalban, Xavier; Rovira, Alex; Tintore, Mar; Llado, Xavier; Tur, Carmen

Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2023-01-01

OAAI

Clerigues, Albert; Valverde, Sergi; Salvi, Joaquim; Oliver, Arnau; Llado, Xavier

Deciphering multiple sclerosis disability with deep learning attention maps on clinical MRI

NEUROIMAGE-CLINICAL

IF3.6

2023-01-01

OAAI

Coll, Llucia; Pareto, Deborah; Carbonell-Mirabent, Pere; Cobo-Calvo, Alvaro; Arrambide, Georgina; Vidal-Jordana, Angela; Comabella, Manuel; Castillo, Joaquin; Rodriguez-Acevedo, Breogan; Zabalza, Ana; Galan, Ingrid; Midaglia, Luciana; Nos, Carlos; Salerno, Annalaura; Auger, Cristina; Alberich, Manel; Rio, Jordi; Sastre-Garriga, Jaume; Oliver, Arnau; Montalban, Xavier; Rovira, Alex; Tintore, Mar; Llado, Xavier; Tur, Carmen

Improving the detection of new lesions in multiple sclerosis with a cascaded 3D fully convolutional neural network approach 通过级联3D全卷积神经网络方法改善多发性硬化症新病变的检测

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-11-24

OAAI

Salem, Mostafa; Ryan, Marwa Ahmed; Oliver, Arnau; Hussain, Khaled Fathy; Llado, Xavier

Evaluating the use of synthetic T1-w images in new T2 lesion detection in multiple sclerosis 评估合成T1-w图像在多发性硬化症新的T2病变检测中的应用

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-09-29

OAAI

Valencia, Liliana; Clerigues, Albert; Valverde, Sergi; Salem, Mostafa; Oliver, Arnau; Rovira, Alex; Llado, Xavier

Assessment of automatic decision-support systems for detecting active T2 lesions in multiple sclerosis patients 评估自动决策支持系统以检测多发性硬化症患者的活动性T2病变

MULTIPLE SCLEROSIS JOURNAL

IF5

2021-12-03

OAAI

Rovira, Alex; Corral, Juan Francisco; Auger, Cristina; Valverde, Sergi; Vidal-Jordana, Angela; Oliver, Arnau; de Barros, Andrea; Ng Wong, Yiken Karelys; Tintore, Mar; Pareto, Deborah; Aymerich, Francesc Xavier; Montalban, Xavier; Llado, Xavier; Alonso, Juli

Assessing the Accuracy and Reproducibility of PARIETAL: A Deep Learning Brain Extraction Algorithm

JOURNAL OF MAGNETIC RESONANCE IMAGING

IF3.5

2021-06-16

OAAI

Valverde, Sergi; Coll, Llucia; Valencia, Liliana; Clerigues, Albert; Oliver, Arnau; Vilanova, Joan C.; Ramio-Torrenta, Lluis; Rovira, Alex; Llado, Xavier

Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2021-06-01

OAAI

Abramova, Valeriia; Clerigues, Albert; Quiles, Ana; Figueredo, Deysi Garcia; Silva, Yolanda; Pedraza, Salvador; Oliver, Arnau; Llado, Xavier

Acute and sub-acute stroke lesion segmentation from multimodal MRI 基于多模态MRI的急性和亚急性卒中病灶分割

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2020-10-01

OAAI

Clerigues, Albert; Valverde, Sergi; Bernal, Jose; Freixenet, Jordi; Oliver, Arnau; Llado, Xavier