Phonocardiogram Classification by Learning From Positive and Unlabeled Examples.
IEEE Trans. Instrum. Meas., 2024
Metric-Based Frame Selection and Deep Learning Model With Multi-Head Self Attention for Classification of Ultrasound Lung Video Images.
IEEE Access, 2024
Ultrasound Breast Image Classification Through Domain Knowledge Integration Into Deep Neural Networks.
IEEE Access, 2024
Enhanced Phonocardiogram Classification Performance through Outlier Detection.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024
Postural Sway Classification using Bispectrum.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024
Comparison of COVID-19 Classification via Imagenet-Based and RadImagenet-Based Transfer Learning Models with Random Frame Selection.
Proceedings of the IEEE Sensors Applications Symposium, 2023
Lung Ultrasound Image Classification Using Deep Learning and Histogram of Oriented Gradients Features for COVID-19 Detection.
Proceedings of the IEEE Sensors Applications Symposium, 2023
Synthetic Aperture Radar-Based Ship Classification Using CNN and Traditional Handcrafted Features.
Proceedings of the IEEE Sensors Applications Symposium, 2023
Comparison of Wearable Sensor-based Fall Event Detection by 1-D and 2-D Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Consumer Electronics, 2023
Machine Learning Approach to Classify Postural Sway Instabilities.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023
Postural Sway Classification using Modified Vision Transformer.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023
Classification of Ultrasound Breast Images Using Fused Ensemble of Deep Learning Classifiers.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022
Bilateral Filters with Adaptive Generalized Kernels Generated via Riemann-Lebesgue Theorem.
J. Signal Process. Syst., 2021
A Deep Convolutional Neural Network Classification of Heart Sounds using Fractional Fourier Transform.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021
Difference operators and generalized discrete fractional transforms in signal and image processing.
Signal Process., 2018
Image encryption via discrete fractional Fourier-type transforms generated by random matrices.
Signal Process. Image Commun., 2016