biomedical image segmentation

Ilango, Dhakshina and Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310 (2023) Segmentation of brain tumours from MRI images using CNN. In: Inventive Systems and Control Proceedings of ICISC 2023. Lecture Notes in Networks and Systems, 672 . Springer, pp. 693-706. ISBN 9789819916238 ISSN 2367-3370 (Print), 2367-3389 (Online) (doi:10.1007/978-981-99-1624-5_51)

brain tumours

Ilango, Dhakshina and Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310 (2023) Segmentation of brain tumours from MRI images using CNN. In: Inventive Systems and Control Proceedings of ICISC 2023. Lecture Notes in Networks and Systems, 672 . Springer, pp. 693-706. ISBN 9789819916238 ISSN 2367-3370 (Print), 2367-3389 (Online) (doi:10.1007/978-981-99-1624-5_51)

convolutional neural networks

Ilango, Dhakshina and Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310 (2023) Segmentation of brain tumours from MRI images using CNN. In: Inventive Systems and Control Proceedings of ICISC 2023. Lecture Notes in Networks and Systems, 672 . Springer, pp. 693-706. ISBN 9789819916238 ISSN 2367-3370 (Print), 2367-3389 (Online) (doi:10.1007/978-981-99-1624-5_51)

damage

Stoyanov, Stoyan ORCID: https://orcid.org/0000-0001-6091-1226, Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Tilford, Tim ORCID: https://orcid.org/0000-0001-8307-6403, Zhang, Xiaotian, Hu, Yihua, Yang, Xingyu, Shen, Yaochun and Wang, Yangang (2025) Modelling the fatigue damage in power components using machine learning technology. Power Electronic Devices and Components, 10:100079. ISSN 2772-3704 (Online) (doi:10.1016/j.pedc.2025.100079)

IGBT

Stoyanov, Stoyan ORCID: https://orcid.org/0000-0001-6091-1226, Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Tilford, Tim ORCID: https://orcid.org/0000-0001-8307-6403, Zhang, Xiaotian, Hu, Yihua, Yang, Xingyu, Shen, Yaochun and Wang, Yangang (2025) Modelling the fatigue damage in power components using machine learning technology. Power Electronic Devices and Components, 10:100079. ISSN 2772-3704 (Online) (doi:10.1016/j.pedc.2025.100079)

logistic regression

Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Verma, Avani and Jaithunbi, A. K. (2023) A detailed analysis on spam emails and detection using machine learning algorithms. In: Inventive Systems and Control Proceedings of ICISC 2023. Lecture Notes in Networks and Systems, 672 . Springer, pp. 65-76. ISBN 9789819916238 ISSN 2367-3370 (Print), 2367-3389 (Online) (doi:10.1007/978-981-99-1624-5_5)

machine learning

Stoyanov, Stoyan ORCID: https://orcid.org/0000-0001-6091-1226, Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Tilford, Tim ORCID: https://orcid.org/0000-0001-8307-6403, Zhang, Xiaotian, Hu, Yihua, Yang, Xingyu, Shen, Yaochun and Wang, Yangang (2025) Modelling the fatigue damage in power components using machine learning technology. Power Electronic Devices and Components, 10:100079. ISSN 2772-3704 (Online) (doi:10.1016/j.pedc.2025.100079)

Ilango, Dhakshina and Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310 (2023) Segmentation of brain tumours from MRI images using CNN. In: Inventive Systems and Control Proceedings of ICISC 2023. Lecture Notes in Networks and Systems, 672 . Springer, pp. 693-706. ISBN 9789819916238 ISSN 2367-3370 (Print), 2367-3389 (Online) (doi:10.1007/978-981-99-1624-5_51)

Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Verma, Avani and Jaithunbi, A. K. (2023) A detailed analysis on spam emails and detection using machine learning algorithms. In: Inventive Systems and Control Proceedings of ICISC 2023. Lecture Notes in Networks and Systems, 672 . Springer, pp. 65-76. ISBN 9789819916238 ISSN 2367-3370 (Print), 2367-3389 (Online) (doi:10.1007/978-981-99-1624-5_5)

Naive bayes

Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Verma, Avani and Jaithunbi, A. K. (2023) A detailed analysis on spam emails and detection using machine learning algorithms. In: Inventive Systems and Control Proceedings of ICISC 2023. Lecture Notes in Networks and Systems, 672 . Springer, pp. 65-76. ISBN 9789819916238 ISSN 2367-3370 (Print), 2367-3389 (Online) (doi:10.1007/978-981-99-1624-5_5)

neural network

Stoyanov, Stoyan ORCID: https://orcid.org/0000-0001-6091-1226, Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Tilford, Tim ORCID: https://orcid.org/0000-0001-8307-6403, Zhang, Xiaotian, Hu, Yihua, Yang, Xingyu, Shen, Yaochun and Wang, Yangang (2025) Modelling the fatigue damage in power components using machine learning technology. Power Electronic Devices and Components, 10:100079. ISSN 2772-3704 (Online) (doi:10.1016/j.pedc.2025.100079)

physics-informed data

Stoyanov, Stoyan ORCID: https://orcid.org/0000-0001-6091-1226, Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Tilford, Tim ORCID: https://orcid.org/0000-0001-8307-6403, Zhang, Xiaotian, Hu, Yihua, Yang, Xingyu, Shen, Yaochun and Wang, Yangang (2025) Modelling the fatigue damage in power components using machine learning technology. Power Electronic Devices and Components, 10:100079. ISSN 2772-3704 (Online) (doi:10.1016/j.pedc.2025.100079)

Power components

Stoyanov, Stoyan ORCID: https://orcid.org/0000-0001-6091-1226, Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Tilford, Tim ORCID: https://orcid.org/0000-0001-8307-6403, Zhang, Xiaotian, Hu, Yihua, Yang, Xingyu, Shen, Yaochun and Wang, Yangang (2025) Modelling the fatigue damage in power components using machine learning technology. Power Electronic Devices and Components, 10:100079. ISSN 2772-3704 (Online) (doi:10.1016/j.pedc.2025.100079)

Power electronics module

Stoyanov, Stoyan ORCID: https://orcid.org/0000-0001-6091-1226, Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Tilford, Tim ORCID: https://orcid.org/0000-0001-8307-6403, Zhang, Xiaotian, Hu, Yihua, Yang, Xingyu, Shen, Yaochun and Wang, Yangang (2025) Modelling the fatigue damage in power components using machine learning technology. Power Electronic Devices and Components, 10:100079. ISSN 2772-3704 (Online) (doi:10.1016/j.pedc.2025.100079)

reliability

Stoyanov, Stoyan ORCID: https://orcid.org/0000-0001-6091-1226, Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Tilford, Tim ORCID: https://orcid.org/0000-0001-8307-6403, Zhang, Xiaotian, Hu, Yihua, Yang, Xingyu, Shen, Yaochun and Wang, Yangang (2025) Modelling the fatigue damage in power components using machine learning technology. Power Electronic Devices and Components, 10:100079. ISSN 2772-3704 (Online) (doi:10.1016/j.pedc.2025.100079)

security breach

Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Verma, Avani and Jaithunbi, A. K. (2023) A detailed analysis on spam emails and detection using machine learning algorithms. In: Inventive Systems and Control Proceedings of ICISC 2023. Lecture Notes in Networks and Systems, 672 . Springer, pp. 65-76. ISBN 9789819916238 ISSN 2367-3370 (Print), 2367-3389 (Online) (doi:10.1007/978-981-99-1624-5_5)

thermal fatigue

Stoyanov, Stoyan ORCID: https://orcid.org/0000-0001-6091-1226, Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Tilford, Tim ORCID: https://orcid.org/0000-0001-8307-6403, Zhang, Xiaotian, Hu, Yihua, Yang, Xingyu, Shen, Yaochun and Wang, Yangang (2025) Modelling the fatigue damage in power components using machine learning technology. Power Electronic Devices and Components, 10:100079. ISSN 2772-3704 (Online) (doi:10.1016/j.pedc.2025.100079)

Wire bonds

Stoyanov, Stoyan ORCID: https://orcid.org/0000-0001-6091-1226, Sulthana, Razia ORCID: https://orcid.org/0000-0001-5331-1310, Tilford, Tim ORCID: https://orcid.org/0000-0001-8307-6403, Zhang, Xiaotian, Hu, Yihua, Yang, Xingyu, Shen, Yaochun and Wang, Yangang (2025) Modelling the fatigue damage in power components using machine learning technology. Power Electronic Devices and Components, 10:100079. ISSN 2772-3704 (Online) (doi:10.1016/j.pedc.2025.100079)