Yali Nie

Doktorand|Doctoral Student

Professional title: Doctoral Student
Department: Department of Computer and Electrical Engineering (DET)
Telephone: +46 (0)10-1427819
Email: yali.nie@miun.se
Room number: S225
Location: Sundsvall
Employee in the subject: Computer Science, Electrical Engineering

Publications

Conference

Publications

Articles in journals
Conference papers
Doctoral theses, comprehensive summaries
Licentiate theses, comprehensive summaries

Articles in journals

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, pp. 95716-95747.

Conference papers

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. In 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. In 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. In 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. In 2019 E-Health and Bioengineering Conference (EHB).

Doctoral theses, comprehensive summaries

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

Licentiate theses, comprehensive summaries

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