Gilles Vandewiele - Publications, H-index & Citations

Gilles Vandewiele

interuniversity microelectronics centre

15H指数

49论文数

996被引数

收录论文 12

发表时间

Hidden risks for selection bias in prognostic models-Insights from time-to-delivery modeling in patients admitted for threatened preterm birth 预后模型中选择的隐藏风险——来自对疑似早产入院患者分娩时间建模的见解

EUROPEAN JOURNAL OF OBSTETRICS & GYNECOLOGY AND REPRODUCTIVE BIOLOGY

IF1.9

2025-09-25

PREAI

Dehaene, Isabelle; Steen, Johan; Smets, Koenraad; Roelens, Kristien; De Coen, Kris; Van Holsbeke, Caroline; Vandewiele, Gilles; Decruyenaere, Johan; Demeester, Thomas

Investigating and Optimizing MINDWALC Node Classification to Extract Interpretable Decision Trees from Knowledge Graphs

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2025-02-13

OAAI

Legnar, Maximilian; Siemoneit, Joern-Helge Heinrich; Vandewiele, Gilles; Hesser, Juergen; Popovic, Zoran; Porubsky, Stefan; Weis, Cleo-Aron

REFORMS: Consensus-based Recommendations for Machine-learning-based Science 改革: 基于机器学习的科学的基于共识的建议

SCIENCE ADVANCES

IF12.5

2024-05-03

OAAI

Kapoor, Sayash; Cantrell, Emily M.; Peng, Kenny; Pham, Thanh Hien; Bail, Christopher A.; Gundersen, Odd Erik; Hofman, Jake M.; Hullman, Jessica; Lones, Michael A.; Malik, Momin M.; Nanayakkara, Priyanka; Poldrack, Russell A.; Raji, Inioluwa Deborah; Roberts, Michael; Salganik, Matthew J.; Serra-Garcia, Marta; Stewart, Brandon M.; Vandewiele, Gilles; Narayanan, Arvind

Do not sleep on traditional machine learning Simple and interpretable techniques are competitive to deep learning for sleep scoring

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2023-03-01

OAAI

Van Der Donckt, Jeroen; Van Der Donckt, Jonas; Deprost, Emiel; Vandenbussche, Nicolas; Rademaker, Michael; Vandewiele, Gilles; Van Hoecke, Sofie

Deep learning models for predicting RNA degradation via dual crowdsourcing

NATURE MACHINE INTELLIGENCE

IF23.9

2022-12-14

OAAI

Wayment-Steele, Hannah K.; Kladwang, Wipapat; Watkins, Andrew M.; Kim, Do Soon; Tunguz, Bojan; Reade, Walter; Demkin, Maggie; Romano, Jonathan; Wellington-Oguri, Roger; Nicol, John J.; Gao, Jiayang; Onodera, Kazuki; Fujikawa, Kazuki; Mao, Hanfei; Vandewiele, Gilles; Tinti, Michele; Steenwinckel, Bram; Ito, Takuya; Noumi, Taiga; He, Shujun; Ishi, Keiichiro; Lee, Youhan; Ozturk, Fatih; Chiu, King Yuen; Ozturk, Emin; Amer, Karim; Fares, Mohamed; Participants, Eterna; Das, Rhiju

Commentary: Automated detection of preterm condition using uterine electromyography based topological features

BIOCYBERNETICS AND BIOMEDICAL ENGINEERING

IF6.6

2021-07-01

PREAI

Vandewiele, Gilles; Ongenae, Femke; Dehaene, Isabelle

GENDIS: Genetic Discovery of Shapelets GENDIS: Shapelets的遗传发现

SENSORS

IF3.5

2021-02-04

OAAI

Vandewiele, Gilles; Ongenae, Femke; De Turck, Filip

MINDWALC: mining interpretable, discriminative walks for classification of nodes in a knowledge graph MINDWALC: 挖掘知识图谱中节点分类的可解释、判别游走

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2020-12-14

OAAI

Vandewiele, Gilles; Steenwinckel, Bram; De Turck, Filip; Ongenae, Femke

Clinical information extraction for preterm birth risk prediction 用于早产风险预测的临床信息提取

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2020-10-01

OAAI

Sterckx, Lucas; Vandewiele, Gilles; Dehaene, Isabelle; Janssens, Olivier; Ongenae, Femke; De Backere, Femke; De Turck, Filip; Roelens, Kristien; Decruyenaere, Johan; Van Hoecke, Sofie; Demeester, Thomas

Modeling the Prediction of the Session Rating of Perceived Exertion in Soccer: Unraveling the Puzzle of Predictive Indicators

INTERNATIONAL JOURNAL OF SPORTS PHYSIOLOGY AND PERFORMANCE

IF4.3

2019-07-01

PREAI

Geurkink, Youri; Vandewiele, Gilles; Lievens, Maarten; de Turck, Filip; Ongenae, Femke; Matthys, Stijn P. J.; Boone, Jan; Bourgois, Jan G.

Data Mining in the Development of Mobile Health Apps: Assessing In-App Navigation Through Markov Chain Analysis

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2019-06-07

OAAI

Stragier, Jeroen; Vandewiele, Gilles; Coppens, Paulien; Ongenae, Femke; Van den Broeck, Wendy; De Turck, Filip; De Marez, Lieven

A decision support system to follow up and diagnose primary headache patients using semantically enriched data

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2018-11-13

OAAI

Vandewiele, Gilles; De Backere, Femke; Lannoye, Kiani; Vanden Berghe, Maarten; Janssens, Olivier; Van Hoecke, Sofie; Keereman, Vincent; Paemeleire, Koen; Ongenae, Femke; De Turck, Filip

研究方向