Vassiliki Rentoumi

Computer Science · Physical Sciences

8h-index349citations22works0.02yr avg
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Research Topics

Topic Modeling(8), Neurobiology of Language and Bilingualism(6), Text Readability and Simplification(6), Sentiment Analysis and Opinion Mining(5), Biomedical Text Mining and Ontologies(5)

Publications22 total

Achieving Automated Early Detection: Update on LANGaware's Language and Speech Biomarkers in Neurocognitive and Affective Disorders
Alzheimer s & Dementia·2025Open Access
Linguistic cues for automatic assessment of Alzheimer’s disease across languages
Journal of Alzheimer s Disease·2025Open Access
Towards Automatic Early Detection: Assessing LANGaware's Language and Speech Biomarkers in Neurocognitive and Affective Disorders
Alzheimer s & Dementia·2024Open Access
LANGaware: biomarker workflows for classifying neurodegenerative and affective disorders across languages and severity levels
Alzheimer s & Dementia·2023Open Access
LANGaware: Robust Multimodal Machine Learning Methods for the Early Detection of Neurodegenerative and Psychiatric Diseases
Alzheimer s & Dementia·2022· 1 cited
LANGaware: Introducing the right solution for the early detection of neurodegenerative and psychiatric diseases
Alzheimer s & Dementia·2021· 2 cited
LANGaware: Leveraging machine learning on natural language for the early detection of neurodegenerative and psychiatric diseases
Alzheimer s & Dementia·2021· 1 citedOpen Access
LangAware: A robust ML‐based platform for the quick and accurate assessment of neurodegenerative diseases
Alzheimer s & Dementia·2020
iASiS: Towards Heterogeneous Big Data Analysis for Personalized Medicine
2019· 14 citedOpen Access
P4‐151: IASIS: BIG DATA FOR PRECISION MEDICINE
Alzheimer s & Dementia·2018· 1 cited
P3‐474: AUTOMATIC DETECTION OF LINGUISTIC INDICATORS AS A MEANS OF EARLY PREDICTION OF ALZHEIMER'S AND OF RELATED DEMENTIAS: A CROSS‐LINGUISTICS ANALYSIS
Alzheimer s & Dementia·2018
Automatic detection of linguistic indicators as a means of early detection of Alzheimer's disease and of related dementias: A computational linguistics analysis
2017· 39 cited
The acute mania of King George III: A computational linguistic analysis
PLoS ONE·2017· 8 citedOpen Access
Predicting Sales Trends
2015
Features and Machine Learning Classification of Connected Speech Samples from Patients with Autopsy Proven Alzheimer's Disease with and without Additional Vascular Pathology
Journal of Alzheimer s Disease·2014· 63 cited
Linguistic biomarkers of Hubris syndrome
Cortex·2013· 39 cited
Machine learning approaches to diagnosis and laterality effects in semantic dementia discourse
Cortex·2013· 87 citedOpen Access
Investigating Metaphorical Language in Sentiment Analysis
ACM Transactions on Speech and Language Processing·2012· 25 cited
Sentiment analysis of metaphorical language
2012· 1 cited
United we stand: improving sentiment analysis by joining machine learning and rule based methods
Zurich Open Repository and Archive (University of Zurich)·2010· 17 citedOpen Access
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Frequent Co-authors

George Paliouras(12), Peter Garrard(8), Evangelos E. Vassiliou(7), Admir Demiraj(7), Nikiforos Pittaras(5), Vangelis Karkaletsis(4), George A. Vouros(4), Anastasia Krithara(3), Maria Danezi(3), Maria Hatzopoulou(3), John Papatriantafyllou(3), Dimitra Sali(3), Dimitra Arfani(2), Katerina Fragkopoulou(2), Spyridoula Varlokosta(2), Stefanos Petrakis(2), Manfred Klenner(2), Anastasios Nentidis(2), Petros Mandalis(2), Martha Alexandridou(2)