Items where Author is "Yagis, Ekin"
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Article
Yagis, Ekin and Workalemahu Atnafu, Selamawet and Garcia Seco De Herrera, Alba and Marzi, Chiara and Giannelli, Marco and Tessa, Carlo and Citi, Luca and Diciotti, Stefano (2021) Deep Learning in Neuroimaging: Effect of Data Leakage in Cross-validation Using 2D Convolutional Neural Networks. Scientific Reports, 11 (1). 22544-. DOI https://doi.org/10.1038/s41598-021-01681-w
Conference or Workshop Item
Yagis, Ekin and Garcia Seco De Herrera, Alba and Citi, Luca (2021) Convolutional Autoencoder based Deep Learning Approach for Alzheimer's Disease Diagnosis using Brain MRI. In: 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 2021-06-07 - 2021-06-09, Aveiro, Portugal.
Yagis, Ekin and Citi, Luca and Diciotti, Stefano and Merzi, Chiara and Workalemahu Atnafu, Selamawet and Garcia Seco De Herrera, Alba (2020) 3D Convolutional Neural Networks for Diagnosis of Alzheimer’s Disease via structural MRI. In: IEEE 33rd International Symposium on Computer Based Medical Systems (CBMS), 2020-07-28 - 2020-07-30, Mayo Clinic, Rochester, MN.
Yagis, Ekin and Garcia Seco De Herrera, Alba and Citi, Luca (2019) Generalization Performance of the Deep Learning Models in Neurodegenerative Disease Classification. In: 10th International Workshop on Biomedical and Health Informatics (BHI), 2019-11-18 - 2019-11-20, San Diego, CA, USA.
Thesis
Yagis, Ekin (2022) Diagnosis of Neurodegenerative Diseases using Deep Learning. PhD thesis, University of Essex.