Sabine Van Huffel - Publications, H-index & Citations

Sabine Van Huffel

interuniversity microelectronics centre

86H指数

1.3K论文数

3.4W被引数

收录论文 219

发表时间

Quantization-aware matrix factorization for low bit rate image compression 量化感知矩阵分解用于低比特率图像压缩

INFORMATION SCIENCES

IF6.8

2025-09-01

OAAI

Ashtari, Pooya; Behmandpoor, Pourya; Haredasht, Fateme Nateghi; Chen, Jonathan H.; Patrinos, Panagiotis; Van Huffel, Sabine

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

Resting state electroencephalographic brain activity in neonates can predict age and is indicative of neurodevelopmental outcome

CLINICAL NEUROPHYSIOLOGY

IF3.6

2024-07-01

OAAI

Ansari, Amir; Pillay, Kirubin; Arasteh, Emad; Dereymaeker, Anneleen; Mellado, Gabriela Schmidt; Jansen, Katrien; Winkler, Anderson M.; Naulaers, Gunnar; Bhatt, Aomesh; Van Huffel, Sabine; Hartley, Caroline; De Vos, Maarten; Slater, Rebeccah; Baxter, Luke

A multi-task and multi-channel convolutional neural network for semi-supervised neonatal artefact detection 用于半监督新生儿伪影检测的多任务多通道卷积神经网络

JOURNAL OF NEURAL ENGINEERING

IF3.8

2023-03-14

OAAI

Hermans, Tim; Smets, Laura; Lemmens, Katrien; Dereymaeker, Anneleen; Jansen, Katrien; Naulaers, Gunnar; Zappasodi, Filippo; Van Huffel, Sabine; Comani, Silvia; De Vos, Maarten

Factorizer: A scalable interpretable approach to context modeling for medical image segmentation

MEDICAL IMAGE ANALYSIS

IF11.8

2023-02-01

OAAI

Ashtari, Pooya; Sima, Diana M.; De Lathauwer, Lieven; Sappey-Marinier, Dominique; Maes, Frederik; Van Huffel, Sabine

Partial wavelet coherence as a robust method for assessment of neurovascular coupling in neonates with hypoxic ischemic encephalopathy

SCIENTIFIC REPORTS

IF3.9

2023-01-10

OAAI

Hermans, Tim; Carkeek, Katherine; Dereymaeker, Anneleen; Jansen, Katrien; Naulaers, Gunnar; Van Huffel, Sabine; De Vos, Maarten

Post-acquisition water-signal removal in 3D water-unsuppressed 1H-MR spectroscopic imaging of the prostate

MAGNETIC RESONANCE IN MEDICINE

IF3

2022-12-26

OAAI

Stamatelatou, Angeliki; Sima, Diana M.; van Huffel, Sabine; van Asten, Jack J. A.; Heerschap, Arend; Scheenen, Tom W. J.

A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control

IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS

IF4.4

2022-12-01

PREAI

Xie, Hongbo; Mengersen, Kerrie; Di, Changan; Zhang, Yongjian; Lipman, Justin; Van Huffel, Sabine

New multiple sclerosis lesion segmentation and detection using pre-activation U-Net 使用预激活u-net进行新的多发性硬化病变分割和检测

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-10-26

OAAI

Ashtari, Pooya; Barile, Berardino; Van Huffel, Sabine; Sappey-Marinier, Dominique

Temporal Changes in Beat-to-Beat Variability of Repolarization Predict Imminent Nonsustained Ventricular Tachycardia in Patients With Ischemic and Nonischemic Dilated Cardiomyopathy 复极搏动间变异性的时间变化可预测缺血性和非缺血性扩张型心肌病患者即将发生的非持续性室性心动过速

JOURNAL OF THE AMERICAN HEART ASSOCIATION

IF5.3

2022-07-05

OAAI

Amoni, Matthew; Ingelaere, Sebastian; Moeyersons, Jonathan; Vandenberk, Bert; Claus, Piet; Lemmens, Robin; Van Huffel, Sabine; Sipido, Karin; Varon, Carolina; Willems, Rik

A machine learning algorithm for electrocardiographic fQRS quantification validated on multi-center data

SCIENTIFIC REPORTS

IF3.9

2022-04-26

OAAI

Villa, Amalia; Vandenberk, Bert; Kentta, Tuomas; Ingelaere, Sebastian; Huikuri, Heikki, V; Zabel, Markus; Friede, Tim; Sticherling, Christian; Tuinenburg, Anton; Malik, Marek; Van Huffel, Sabine; Willems, Rik; Varon, Carolina

A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-03-01

OAAI

Ansari, Amir H.; Pillay, Kirubin; Dereymaeker, Anneleen; Jansen, Katrien; Van Huffel, Sabine; Naulaers, Gunnar; De Vos, Maarten

Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis

HUMAN BRAIN MAPPING

IF3.3

2021-11-22

OAAI

Chatzichristos, Christos; Kofidis, Eleftherios; Van Paesschen, Wim; De Lathauwer, Lieven; Theodoridis, Sergios; Van Huffel, Sabine

Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients

SENSORS

IF3.5

2021-09-25

OAAI

Huysmans, Dorien; Castro, Ivan; Borzee, Pascal; Patel, Aakash; Torfs, Tom; Buyse, Bertien; Testelmans, Dries; Van Huffel, Sabine; Varon, Carolina

The power of ECG in multimodal patient-specific seizure monitoring: Added value to an EEG-based detector using limited channels

EPILEPSIA

IF6.6

2021-07-09

OAAI

Vandecasteele, Kaat; De Cooman, Thomas; Chatzichristos, Christos; Cleeren, Evy; Swinnen, Lauren; Ortiz, Jaiver Macea; Van Huffel, Sabine; Duempelmann, Matthias; Schulze-Bonhage, Andreas; De Vos, Maarten; Van Paesschen, Wim; Hunyadi, Borbala

Automatic quality assessment of capacitively-coupled bioimpedance signals for respiratory activity monitoring

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2021-07-01

OAAI

Albaba, Adnan; Castro, Ivan; Borzee, Pascal; Buyse, Bertien; Testelmans, Dries; Varon, Carolina; Van Huffel, Sabine; Torfs, Tom

Results of quantitative EEG analysis are associated with autism spectrum disorder and development abnormalities in infants with tuberous sclerosis complex

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2021-07-01

PREAI

Lavanga, Mario; De Ridder, Jessie; Kotulska, Katarzyna; Moavero, Romina; Curatolo, Paolo; Weschke, Bernhard; Riney, Kate; Feucht, Martha; Krsek, Pavel; Nabbout, Rima; Jansen, Anna C.; Wojdan, Konrad; Domanska-Pakiela, Dorota; Kaczorowska-Frontczak, Magdalena; Hertzberg, Christoph; Ferrier, Cyrille H.; Samueli, Sharon; Jahodova, Alena; Aronica, Eleonora; Kwiatkowski, David J.; Jansen, Floor E.; Jozwiak, Sergiusz; Lagae, Lieven; Van Huffel, Sabine; Caicedo, Alexander

Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients 用于睡眠呼吸暂停患者家庭监测的睡眠诊断

FRONTIERS IN DIGITAL HEALTH

IF3.8

2021-06-15

OAAI

Huysmans, Dorien; Borzee, Pascal; Buyse, Bertien; Testelmans, Dries; Van Huffel, Sabine; Varon, Carolina

Utility metric for unsupervised feature selection

PEERJ COMPUTER SCIENCE

IF2.5

2021-04-21

OAAI

Villa, Amalia; Narayanan, Abhijith Mundanad; Van Huffel, Sabine; Bertrand, Alexander; Varon, Carolina

Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach 阻抗呼吸描记信号中的伪影检测: 一种机器学习方法

SENSORS

IF3.5

2021-04-08

OAAI

Moeyersons, Jonathan; Morales, John; Seeuws, Nick; Van Hoof, Chris; Hermeling, Evelien; Groenendaal, Willemijn; Willems, Rik; Van Huffel, Sabine; Varon, Carolina

研究方向