Athanasios Angelakis

Amsterdam University Medical Centers — Netherlands

Medicine · Health Sciences

4h-index241citations25works13.62yr avg
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Research Topics

Liver Disease Diagnosis and Treatment(6), Artificial Intelligence in Healthcare(4), Algebraic Geometry and Number Theory(3), MicroRNA in disease regulation(3), Oral microbiology and periodontitis research(3)

Publications25 total

A selective machine learning algorithm for severe periodontitis labeling from questionnaire data
2026Open Access
ZACH-ViT: A Zero-Token Vision Transformer with ShuffleStrides Data Augmentation for Robust Lung Ultrasound Classification
arXiv (Cornell University)·2025Open Access
HELIOT: LLM-Based CDSS for adverse drug reaction management
Knowledge-Based Systems·2025· 1 citedOpen Access
Extracellular vesicles as biomarkers for metabolic dysfunction-associated steatotic liver disease staging using explainable artificial intelligence
World Journal of Gastroenterology·2025· 4 citedOpen Access
WED-368 Three proteins in advanced liver fibrosis: a minimalistic shallowdeep neural network approach on metabolic dysfunction– associated steatotic liver disease patients using open data
Journal of Hepatology·2025
FRI-439 Shallow-deep neural networks reveal extracellular vesicles as robust biomarkers for liver steatosis stages S0 vs. S1-S3 in metabolic dysfunction-associated steatotic liver disease patients
Journal of Hepatology·2025
WED-369 A shallow-deep neural network approach combining noninvasive tests to enhance advanced fibrosis detection in metabolic dysfunction–associated steatotic liver disease patients
Journal of Hepatology·2025
Effect of Daily Vitamin C Supplementation with or Without Flavonoids on Periodontal, Microbial, and Systemic Conditions Before and After Periodontal Therapy: A Case Series from an RCT
Journal of Clinical Medicine·2024· 2 citedOpen Access
Extracellular Vesicles as Biomarkers for Steatosis Stages in MASLD Patients: an Algorithmic Approach Using Explainable Artificial Intelligence
2024Open Access
The Prevalence of Comorbidities in Individuals with Periodontitis in a Private Periodontal Referral Practice
Journal of Clinical Medicine·2024· 4 citedOpen Access
Extracellular Vesicles as Biomarkers for Steatosis Stages in MASLD Patients: an Algorithmic Approach Using Explainable Artificial Intelligence
2024· 2 citedOpen Access
An unbiased ranking of murine dietary models based on their proximity to human metabolic dysfunction-associated steatotic liver disease (MASLD)
Nature Metabolism·2024· 187 citedOpen Access
WED-347 Diagnosis of advanced liver fibrosis: the synergy of open data, synthetic data generation, CatBoost, and feature engineering
Journal of Hepatology·2024· 3 cited
High-throughput transcriptome profiling indicates ribosomal RNAs to be associated with resistance to immunotherapy in non-small cell lung cancer (NSCLC)
Journal for ImmunoTherapy of Cancer·2024· 12 citedOpen Access
A data-centric approach to class-specific bias in image data augmentation
arXiv (Cornell University)·2024Open Access
Towards the Gene Profile of Acute Myeloid Leukaemia Using Machine Learning and Blood Transcriptomics
Preprints.org·2024· 3 citedOpen Access
Diagnosis of acute myeloid leukaemia on microarray gene expression data using categorical gradient boosted trees
Heliyon·2023· 6 citedOpen Access
Using FIB-4’s parameters an explainable black-box machine learning model outperforms FIB-4 index on the diagnosis of advanced fibrosis of non alcohol related fatty liver disease patients in three cohorts from China, Malaysia and India
Journal of Hepatology·2023· 3 cited
Uncovering the Gene Profile of Acute Myeloid LeukaemiaUsing Gradient Boosted Trees
2022· 3 citedOpen Access
Performance Evaluation of Yolov4 and Yolov4- Tiny for Real-time Face-mask Detection on Mobile Devices
International Journal of Artificial Intelligence & Applications·2022· 3 citedOpen Access
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Frequent Co-authors

Eleni-Myrto Trifylli(5), Anastasios G. Kriebardis(5), Melanie Deutsch(5), Michael Ε. Filippakis(4), Sotirios P. Fortis(4), Vasiliki Pantazatou(4), Hariklia Kranidioti(4), Evangelos Koustas(4), Panagiotis Sarantis(4), Spilios Manolakopoulos(4), Nikolaos Papadopoulos(4), Ioannis Koskinas(3), Michèle Vacca(2), Ioannis Kamzolas(2), Fiona Oakley(2), Detlef Schuppan(2), Simon Cockell(2), Ann K. Daly(2), Yong Ook Kim(2), Valérie Paradis(2)