Wesley De Neve
Universiteit Gent
H-index: 30
Europe-Belgium
Top articles of Wesley De Neve
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Assessing the reliability of point mutation as data augmentation for deep learning with genomic data | BMC bioinformatics | Hyunjung Lee Utku Ozbulak Homin Park Stephen Depuydt Wesley De Neve | 2024/12 |
Interpretable rotator cuff tear diagnosis using MRI slides with CAMscore and SHAP | Ho-min Park Ilho Yun Mijung Kim Khoa Tuan Nguyen Arnout Van Messem | 2024/4/3 | |
Harnessing the power of tidal flat diatoms to combat climate change | Jihae Park Hojun Lee Jana Asselman Colin Janssen Stephen Depuydt | 2024/2/7 | |
Microplastics in clams: Detection, Exposure, and Implications for human gastric digestion | MK de Guzman | 2024 | |
MuSe-Personalization 2023: Feature Engineering, Hyperparameter Optimization, and Transformer-Encoder Re-discovery | Ho-Min Park Ganghyun Kim Arnout Van Messem Wesley De Neve | 2023/11/2 | |
Author Correction: Massively parallel interrogation of protein fragment secretability using SECRiFY reveals features influencing secretory system transit | nature communications | Morgane Boone Pathmanaban Ramasamy Jasper Zuallaert Robbin Bouwmeester Berre Van Moer | 2023 |
If an image is worth a thousand words, why describe it with a single word? | Esla Timothy Anzaku Arnout Van Messem Wesley De Neve | 2023/5/22 | |
Tryp: a dataset of microscopy images of unstained thick blood smears for trypanosome detection | Scientific Data | Esla Timothy Anzaku Mohammed Aliy Mohammed Utku Ozbulak Jongbum Won Hyesoo Hong | 2023/10/18 |
Exploring the Power of Evolutionary Computation Algorithms in AutoML | Negin Harandi Wesley De Neve Arnout Van Messem Joris Vankerschaver | 2023/5/22 | |
Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos Using NeRFs | Khoa Tuan Nguyen Francesca Tozzi Nikdokht Rashidian Wouter Willaert Joris Vankerschaver | 2023/10/8 | |
CRISPR-Cas-Docker: web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins | BMC bioinformatics | Ho-min Park Jongbum Won Yunseol Park Esla Timothy Anzaku Joris Vankerschaver | 2023/4/25 |
Mutate and observe: utilizing deep neural networks to investigate the impact of mutations on translation initiation | Bioinformatics | Utku Ozbulak Hyun Jung Lee Jasper Zuallaert Wesley De Neve Stephen Depuydt | 2023/6/1 |
Massively parallel interrogation of protein fragment secretability using SECRiFY reveals features influencing secretory system transit (vol 12, 6414, 2021 | NATURE COMMUNICATIONS | Siqi Wu Chang Tian Panpan Liu Dongjie Guo Wei Zheng | 2020 |
Know your self-supervised learning: A survey on image-based generative and discriminative training | Transactions on Machine Learning | Utku Ozbulak Hyun Jung Lee Beril Boga Esla Timothy Anzaku Homin Park | 2023/5 |
Leveraging Human-Machine Interactions for Computer Vision Dataset Quality Enhancement | Esla Timothy Anzaku Hyesoo Hong Jin-Woo Park Wonjun Yang Kangmin Kim | 2023/11/8 | |
Towards Interpretable Multitask Learning for Splice Site and Translation Initiation Site Prediction | bioRxiv | Espoir Kabanga Arnout Van Messem Wesley De Neve | 2023 |
Discovering Biomarker Proteins and Peptides for Parkinson's Disease with Machine Learning and Interpretability Methods | Ho-min Park Espoir Kabanga Dongin Moon Minjae Chung Yujin Kim | 2023/5/22 | |
MP-Net: Deep learning-based segmentation for fluorescence microscopy images of microplastics isolated from clams | Plos one | Ho-min Park Sanghyeon Park Maria Krishna de Guzman Ji Yeon Baek Tanja Cirkovic Velickovic | 2022/6/15 |
Exact Feature Collisions in Neural Networks | arXiv preprint arXiv:2205.15763 | Utku Ozbulak Manvel Gasparyan Shodhan Rao Wesley De Neve Arnout Van Messem | 2022/5/31 |
Towards Multimodal Prediction of Time-continuous Emotion using Pose Feature Engineering and a Transformer Encoder | Ho-min Park Ilho Yun Ajit Kumar Ankit Kumar Singh Bong Jun Choi | 2022/10/10 |
Co-Authors
