1 code implementation • 13 Feb 2024 • Husne Ara Rubaiyeat, Hasan Mahmud, Ahsan Habib, Md. Kamrul Hasan
Sign language discourse is an essential mode of daily communication for the deaf and hard-of-hearing people.
no code implementations • 23 Jan 2023 • Ahsan Habib, Chandan Karmakar, John Yearwood
We hypothesize that a shallow CNN model can offer satisfactory level of performance in combination by leveraging other essential solution-components, such as post-processing that is suitable for resource constrained environment.
no code implementations • 7 Oct 2021 • Ahsan Habib, Chandan Karmakar, John Yearwood
To the best of our knowledge, the use of GRU to learn QRS-detection post-processing from CNN model generated prediction streams is the first of its kind.
no code implementations • 4 Jul 2020 • Ahsan Habib, Chandan Karmakar, John Yearwood
Automated QRS detection methods depend on the ECG data which is sampled at a certain frequency, irrespective of filter-based traditional methods or convolutional network (CNN) based deep learning methods.
no code implementations • IEEE Access 2019 • Ahsan Habib, Chandan Karmakar, John Yearwood
In real life, a promising QRS detector may be expected to achieve acceptable accuracy over diverse ECG recordings and, thus, investigation of the model's generalization capability is crucial.
Ranked #1 on QRS Complex Detection on MIT-BIH AR