Thanh-Dung Le

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Natural Language Processing

Constrained Spectral Clustering

Patient Monitoring

Supervised Learning

Top Venues

Publications

Thanh-Dung Le, Ti Ti Nguyen, Vu Nguyen Ha
The Impact of LoRA Adapters for LLMs on Clinical NLP Classification Under Data Limitations. CoRR (2024)
Boammani Aser Lompo, Thanh-Dung Le
Multi-objective Representation for Numbers in Clinical Narratives Using CamemBERT-bio. CoRR (2024)
Clara Macabiau, Thanh-Dung Le, Kevin Albert, Mana Shahriari, Philippe Jouvet, Rita Noumeir
Label Propagation Techniques for Artifact Detection in Imbalanced Classes Using Photoplethysmogram Signals. IEEE Access 12 (2024)
Thanh-Dung Le
Boosting Transformer's Robustness and Efficacy in PPG Signal Artifact Detection with Self-Supervised Learning. CoRR (2024)
Mario Francisco Munoz, Hoang Vu Huy, Thanh-Dung Le
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring. CoRR (2024)
Thanh-Dung Le, Philippe Jouvet, Rita Noumeir
A Small-Scale Switch Transformer and NLP-based Model for Clinical Narratives Classification. CoRR (2023)
Clara Macabiau, Thanh-Dung Le, Kevin Albert, Philippe Jouvet, Rita Noumeir
Label Propagation Techniques for Artifact Detection in Imbalanced Classes using Photoplethysmogram Signals. CoRR (2023)
Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet
Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning. CoRR (2022)
Thanh-Dung Le, Jerome Rambaud, Guillaume Sans, Philippe Jouvet, Rita Noumeir
Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation. CoRR (2021)
Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet
Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives. CoRR (2021)
Mehdi Ahmadi, Timothy Nest, Mostafa Abdelnaim, Thanh-Dung Le
Reproducing AmbientGAN: Generative models from lossy measurements. CoRR (2018)