Yali Nie

Publikationer

Artiklar i tidskrifter

Nie, Y. , Sommella, P. , Carratù, M. , O'Nils, M. & Lundgren, J. (2023). A Deep CNN Transformer Hybrid Model for Skin Lesion Classification of Dermoscopic Images Using Focal Loss. Diagnostics, vol. 13: 1  

Nie, Y. , Sommella, P. , Carratu, M. , Ferro, M. , O'Nils, M. & Lundgren, J. (2022). Recent Advances in Diagnosis of Skin Lesions using Dermoscopic Images based on Deep Learning. IEEE Access, vol. 10, ss. 95716-95747.  

Doktorsavhandlingar, sammanläggningar

Nie, Y. (2023). Deep Learning Approaches towards Skin Lesion Classification with Dermoscopic Images. Diss. (Sammanläggning) Sundsvall : Mid Sweden University, 2023 (Mid Sweden University doctoral thesis : 383)  

Konferensbidrag

Nie, Y. , Carratu, M. , O'Nils, M. , Sommella, P. , Moise, A. U. & Lundgren, J. (2022). Skin Cancer Classification based on Cosine Cyclical Learning Rate with Deep Learning. I Conference Record - IEEE Instrumentation and Measurement Technology Conference.  

Nie, Y. , Ferro, M. , Sommella, P. , Carratù, M. , Cacciapuoti, S. , Di Leo, G. , Lundgren, J. & Fabbrocini, G. (2021). Ensembling CNNs for dermoscopic analysis of suspicious skin lesions. I 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA).  

Nie, Y. , De Santis, L. , Carratu, M. , O'Nils, M. , Sommella, P. & Lundgren, J. (2020). Deep Melanoma classification with K-Fold Cross-Validation for Process optimization. I 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA).  

Nie, Y. , Sommella, P. , O'Nils, M. , Liguori, C. & Lundgren, J. (2019). Automatic Detection of Melanoma with Yolo Deep Convolutional Neural Networks. I 2019 E-Health and Bioengineering Conference (EHB).    

Licentiatavhandlingar, sammanläggningar

Nie, Y. (2021). Automatic Melanoma Diagnosis in Dermoscopic Imaging Base on Deep Learning System. Lic.-avh. (Sammanläggning) Mid Sweden University, 2021 (Mid Sweden University licentiate thesis : 180)