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Andreas Goules
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 4
Top Topics
Highly Imbalanced
Dna Microarray
Colon Cancer
Supervised Learning Tasks
Top Venues
EMBC
Comput. Biol. Medicine
Patterns
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Publications
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Vasileios C. Pezoulas
,
Fanis G. Kalatzis
,
Themis P. Exarchos
,
Andreas Goules
,
Athanasios G. Tzioufas
,
Dimitrios I. Fotiadis
FHBF: Federated hybrid boosted forests with dropout rates for supervised learning tasks across highly imbalanced clinical datasets.
Patterns
5 (1) (2024)
Vasileios C. Pezoulas
,
Themis P. Exarchos
,
Nikolaos S. Tachos
,
Andreas Goules
,
Athanasios G. Tzioufas
,
Dimitrios I. Fotiadis
Boosting the performance of MALT lymphoma classification in patients with primary Sjögren's Syndrome through data augmentation: a case study.
EMBC
(2023)
Vasileios C. Pezoulas
,
Fanis G. Kalatzis
,
Themis P. Exarchos
,
Luke Chatzis
,
Saviana Gandolfo
,
Andreas Goules
,
Salvatore de Vita
,
Athanasios G. Tzioufas
,
Dimitrios I. Fotiadis
A federated AI strategy for the classification of patients with Mucosa Associated Lymphoma Tissue (MALT) lymphoma across multiple harmonized cohorts.
EMBC
(2021)
Vasileios C. Pezoulas
,
Grigoris I. Grigoriadis
,
George Gkois
,
Nikolaos S. Tachos
,
Tim Smole
,
Zoran Bosnic
,
Matej Piculin
,
Iacopo Olivotto
,
Fausto Barlocco
,
Marko Robnik-Sikonja
,
Djordje G. Jakovljevic
,
Andreas Goules
,
Athanasios G. Tzioufas
,
Dimitrios I. Fotiadis
A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains.
Comput. Biol. Medicine
134 (2021)