Elia Lima-Walton

According to our database, Elia Lima-Walton authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Multimodal convolutional neural networks for the prediction of acute kidney injury in the intensive care.

Rick van Slobbe, Drahomira Herrmannova, Dijs Johan Boeke, Elia Lima-Walton, Ameen Abu-Hanna, Iacopo Vagliano

Int. J. Medical Informatics, 2025

Large language models versus static word embeddings to predict Acute Kidney Injury in the Intensive Care Unit: Does context matter?

Rick van Slobbe, Drahomira Herrmannova, Elia Lima-Walton, Ameen Abu-Hanna, Iacopo Vagliano

Proceedings of the First International Workshop on Improving Healthcare with Small Language Models co-located with 23rd International Conference on Artificial Intelligence in Medicine, 2025

2024

Attention Mechanisms in Clinical Text Classification: A Comparative Evaluation.

Christoph S. Metzner, Shang Gao, Drahomira Herrmannova, Elia Lima-Walton, Heidi A. Hanson

IEEE J. Biomed. Health Informatics, April, 2024

2022

Elsevier Data Science Health Sciences at TREC 2022 Clinical Trials: Exploring Transformer Embeddings for Clinical Trial Retrieval.

Drahomira Herrmannova, Sharvari Jadhav, Harsh Sindhwa, Hina Nazir, Elia Lima-Walton

Proceedings of the Thirty-First Text REtrieval Conference, 2022