Ioannis Tsamardinos
University of Crete
H-index: 45
Europe-Greece
Top articles of Ioannis Tsamardinos
Improving Lung Cancer Screening Selection: The HUNT Lung Cancer Risk Model for Ever-Smokers Versus the NELSON and 2021 United States Preventive Services Task Force Criteria in …
JTO Clinical and Research Reports
2024/4/1
Maria Markaki
H-Index: 8
Ioannis Tsamardinos
H-Index: 30
Vincenzo Lagani
H-Index: 18
Oluf Dimitri Røe
H-Index: 21
Leveraging compact feature sets for TCGA-based molecular subtype classification on new samples
Cancer Research
2024/3/22
Vincenzo Lagani
H-Index: 18
Bahar Tercan
H-Index: 1
Verena Friedl
H-Index: 3
Xavier Loinaz
H-Index: 0
Ioannis Tsamardinos
H-Index: 30
Towards Automated Causal Discovery: a case study on 5G telecommunication data
arXiv preprint arXiv:2402.14481
2024/2/22
Sofia Triantafillou
H-Index: 8
Ioannis Tsamardinos
H-Index: 30
Do we really need imputation in AutoML predictive modeling?
ACM Transactions on Knowledge Discovery from Data
2024
Ioannis Tsamardinos
H-Index: 30
A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML
arXiv preprint arXiv:2312.06305
2023/12/11
Ioannis Tsamardinos
H-Index: 30
Corrigendum to “A characteristic cerebellar biosignature for bipolar disorder, identified with fully automatic machine learning”[IBRO Neurosci Rep. 15 (2023) 77–89]
IBRO Neuroscience Reports
2023/12
Ioannis Tsamardinos
H-Index: 30
A characteristic cerebellar biosignature for bipolar disorder, identified with fully automatic machine learning
IBRO Neuroscience Reports
2023/12/1
Ioannis Tsamardinos
H-Index: 30
Correction: Prediction of outcome in patients with non-small cell lung cancer treated with second line PD-1/PDL-1 inhibitors based on clinical parameters: Results from a …
Plos one
2023/11/9
XPF interacts with TOP2B for R-loop processing and DNA looping on actively transcribed genes
Science Advances
2023/11/8
Ioannis Tsamardinos
H-Index: 30
Caroline Austin
H-Index: 0
Learning biologically-interpretable latent representations for gene expression data: pathway activity score learning algorithm
Machine Learning
2023/11
Vincenzo Lagani
H-Index: 18
Ioannis Tsamardinos
H-Index: 30
Automated machine learning for genome wide association studies
Bioinformatics
2023/9/1
A meta-level analysis of online anomaly detectors
The VLDB Journal
2023/7
Ioannis Tsamardinos
H-Index: 30
Prediction of 6-year risk of bladder cancer using the HUNT Lung Cancer Risk Model in ever-smokers: A HUNT study.
2023/6/1
Vincenzo Lagani
H-Index: 18
Ioannis Tsamardinos
H-Index: 30
EP01. 01-009 Common MicroRNAs in Pre-diagnostic Serum Associated with Lung Cancer in Two Cohorts up to Eight Years Before Diagnosis: A HUNT Study
Journal of Thoracic Oncology
2022/9/1
Corrigendum to “A validated clinical risk prediction model for lung cancer in smokers of all ages and exposure types: A HUNT study”[EBioMedicine 31 (2018) 36–46]
EBioMedicine
2022/8/1
Maria Markaki
H-Index: 8
Ioannis Tsamardinos
H-Index: 30
Vincenzo Lagani
H-Index: 18
Kristian Hveem
H-Index: 69
Oluf Dimitri Røe
H-Index: 21
Out-of-sample tuning for causal discovery
IEEE transactions on neural networks and learning systems
2022/7/13
Ioannis Tsamardinos
H-Index: 30
Sofia Triantafillou
H-Index: 8
Just add data: automated predictive modeling for knowledge discovery and feature selection
NPJ precision oncology
2022/6/16
Tissue-specific methylation biosignatures for monitoring diseases: an in silico approach
International Journal of Molecular Sciences
2022/3/9
Ioannis Iliopoulos
H-Index: 9
Ioannis Tsamardinos
H-Index: 30
Liquid biopsy in type 2 diabetes mellitus management: building specific biosignatures via machine learning
Journal of Clinical Medicine
2022/2/17
Christina Cheimonidi
H-Index: 6
Ioannis Tsamardinos
H-Index: 30
Efstratios Maltezos
H-Index: 30
George Mastorakos
H-Index: 34
Co-Authors
