Celine Vens - Publications, H-index & Citations

Celine Vens

ku leuven

24H指数

151论文数

3.3K被引数

收录论文 39

发表时间

A Wireless Photoplethysmography Chest Patch for Continuous Vital Sign Monitoring: A Clinical Validation Study in Intensive Care Patients 无线光电容积脉搏波描记法胸贴用于连续生命体征监测：重症监护患者的临床验证研究

Acta Anaesthesiologica Scandinavica

IF2

2026-04-26

PREAI

Van Slambrouck, Louis; Van Kleunen, Lucy; Van den Storme, Charlotte; De Corte, Wouter; Vens, Celine

Wearable and wireless continuous monitoring for early detection of clinical deterioration in high-risk inpatients: a scoping review 穿戴式无线连续监测用于高风险住院患者临床恶化的早期检测：一项范围综述

Intensive and Critical Care Nursing

IF4.7

2026-04-11

PREAI

Louis Van Slambrouck; Emilie Long; Lucy Van Kleunen; Celine Vens; Wouter De Corte

BellatrExplorer: An Interactive Random Forest Local Explainability Dashboard BellatrExplorer：一个交互式随机森林局部可解释性仪表板

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X

IF0

2026-01-01

PREAI

D'hondt, Robbe; Vens, Celine

Correction: Development and validation of a machine learning model for early prediction of intensive care unit acquired weakness 更正：用于早期预测重症监护室获得性无力症的机器学习模型的开发与验证

Intensive Care Medicine Experimental

IF3.1

2025-10-20

OAAI

Felipe Kenji Nakano; Nathalie Van Aerde; Gregoire Coppens; Ilse Vanhorebeek; Celine Vens; Greet Van den Berghe; Fabian Guiza Grandas

Development and validation of a machine learning model for early prediction of intensive care unit acquired weakness 机器学习模型在早期预测重症监护室获得性肌无力中的应用开发与验证

Intensive Care Medicine Experimental

IF3.1

2025-09-30

OAAI

Felipe Kenji Nakano; Nathalie Van Aerde; Grégoire Coppens; Ilse Vanhorebeek; Celine Vens; Greet Van den Berghe; Fabian Güiza Grandas

Explainable time-to-progression predictions in multiple sclerosis 多发性硬化症可解释的进展时间预测

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2025-05-01

PREAI

D'hondt, Robbe; Dedja, Klest; Aerts, Sofie; Van Wijmeersch, Bart; Kalincik, Tomas; Reddel, Stephen; Havrdova, Eva Kubala; Lugaresi, Alessandra; Weinstock-Guttman, Bianca; Mrabet, Saloua; Lalive, Patrice; Kermode, Allan G.; Ozakbas, Serkan; Patti, Francesco; Prat, Alexandre; Tomassini, Valentina; Roos, Izanne; Alroughani, Raed; Gerlach, Oliver; Khoury, Samia J.; van Pesch, Vincent; Sa, Maria Jose; Prevost, Julie; Spitaleri, Daniele; Mccombe, Pamela; Solaro, Claudio; van der Walt, Anneke; Al-Asmi, Helmut Butzkueven Abdullah; Laureys, Guy; Sanchez-Menoyo, Jose Luis; de Gans, Koen; Al-Asmi, Abdullah; Deri, Norma; Csepany, Tunde; Al-Harbi, Talal; Carroll, William M.; Rozsa, Csilla; Singhal, Bhim; Hardy, Todd A.; Ramanathan, Sudarshini; Peeters, Liesbet; Vens, Celine; MSBase Study Grp, MSBase Study

Influence of age, baseline severity and follow-up time on visual field progression in primary open angle glaucoma 年龄、基线严重程度和随访时间对原发性开角型青光眼视场进展的影响

ACTA OPHTHALMOLOGICA

IF2.8

2025-01-19

PREAI

Ghinis, A; Van Eijgen, J; Vens, C; Molenberghs, G; Stalmans, I

Comparison between the EKFC-equation and machine learning models to predict Glomerular Filtration Rate

SCIENTIFIC REPORTS

IF3.9

2024-11-02

OAAI

Nakano, Felipe Kenji; Akesson, Anna; de Boer, Jasper; Dedja, Klest; D'hondt, Robbe; Haredasht, Fateme Nateghi; Bjork, Jonas; Courbebaisse, Marie; Couzi, Lionel; Ebert, Natalie; Eriksen, Bjorn O.; Dalton, R. Neil; Derain-Dubourg, Laurence; Gaillard, Francois; Garrouste, Cyril; Grubb, Anders; Jacquemont, Lola; Hansson, Magnus; Kamar, Nassim; Legendre, Christophe; Littmann, Karin; Mariat, Christophe; Melsom, Toralf; Rostaing, Lionel; Rule, Andrew D.; Schaeffner, Elke; Sundin, Per-Ola; Bokenkamp, Arend; Berg, Ulla; Asling-Monemi, Kajsa; Selistre, Luciano; Larsson, Anders; Nyman, Ulf; Lanot, Antoine; Pottel, Hans; Delanaye, Pierre; Vens, Celine

SurvivalLVQ: Interpretable supervised clustering and prediction in survival analysis via Learning Vector Quantization

PATTERN RECOGNITION

IF7.6

2024-09-01

PREAI

de Boer, Jasper; Dedja, Klest; Vens, Celine

CHIT1 at diagnosis predicts faster disability progression and reflects early microglial activation in multiple sclerosis

NATURE COMMUNICATIONS

IF15.7

2024-06-12

OAAI

Belien, Jarne; Swinnen, Stijn; D'hondt, Robbe; de Juan, Laia Verdu; Dedoncker, Nina; Matthys, Patrick; Bauer, Jan; Vens, Celine; Moylett, Sinead; Dubois, Benedicte

Predicting adverse long-term neurocognitive outcomes after pediatric intensive care unit admission

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-06-01

OAAI

Nakano, Felipe Kenji; Dulfer, Karolijn; Vanhorebeek, Ilse; Wouters, Pieter J.; Verbruggen, Sascha C.; Joosten, Koen F.; Grandas, Fabian Guiza; Vens, Celine; Van den Berghe, Greet

Predicting time-to-intubation after critical care admission using machine learning and cured fraction information

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2024-04-01

PREAI

Venturini, Michela; Van Keilegom, Ingrid; De Corte, Wouter; Vens, Celine

Improving 1-Year Mortality Prediction After Pediatric Heart Transplantation Using Hypothetical Donor-Recipient Matches

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Venturini, Michela; Haredasht, Fateme Nateghi; Sabovcik, Frantisek; Miller, Robert J. H.; Kuznetsova, Tatiana; Vens, Celine