Athanasios Angelakis

According to our database, Athanasios Angelakis authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Extending ZACH-ViT to Robust Medical Imaging: Corruption and Adversarial Stress Testing in Low-Data Regimes.

Athanasios Angelakis, Marta Gomez-Barrero

CoRR, April, 2026

ZACH-ViT: Regime-Dependent Inductive Bias in Compact Vision Transformers for Medical Imaging.

Athanasios Angelakis

CoRR, February, 2026

LLMs For drug-Drug interaction prediction using textual drug descriptors.

Gabriele De Vito, Filomena Ferrucci, Athanasios Angelakis

Knowl. Based Syst., 2026

2025

ZACH-ViT: A Zero-Token Vision Transformer with ShuffleStrides Data Augmentation for Robust Lung Ultrasound Classification.

Athanasios Angelakis, Amne Mousa, Micah L. A. Heldeweg, Laurens Biesheuvel, Mark A. Haaksma, Jasper M. Smit, Pieter R. Tuinman, Paul W. G. Elbers

CoRR, October, 2025

LLMs for Drug-Drug Interaction Prediction: A Comprehensive Comparison.

Gabriele De Vito, Filomena Ferrucci, Athanasios Angelakis

CoRR, February, 2025

HELIOT: LLM-Based CDSS for adverse drug reaction management.

Gabriele De Vito, Filomena Ferrucci, Athanasios Angelakis

Knowl. Based Syst., 2025

Enhancing medication safety with LLMs.

Gabriele De Vito, Filomena Ferrucci, Athanasios Angelakis

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

2024

Design and Evaluation of a CDSS for Drug Allergy Management Using LLMs and Pharmaceutical Data Integration.

Gabriele De Vito, Filomena Ferrucci, Athanasios Angelakis

CoRR, 2024

A data-centric approach to class-specific bias in image data augmentation.

Athanasios Angelakis, Andrey Rass

CoRR, 2024

2021

Diagnosis of Acute Myeloid Leukaemia Using Machine Learning.

Athanasios Angelakis, Ioanna Soulioti

CoRR, 2021