no code implementations • 26 Apr 2024 • Vikhyat Agrawal, Sunil Vasu Kalmady, Venkataseetharam Manoj Malipeddi, Manisimha Varma Manthena, Weijie Sun, Saiful Islam, Abram Hindle, Padma Kaul, Russell Greiner
Our results show that the performance achieved using our implementation of the FL approach is comparable to that of the pooled approach, where the model is trained over the aggregating data from all hospitals.
1 code implementation • 23 Aug 2023 • Saiful Islam, Pitambar Khanra, Johan Nakuci, Sarah F. Muldoon, Takamitsu Watanabe, Naoki Masuda
Electroencephalogram (EEG) microstate analysis entails finding dynamics of quasi-stable and generally recurrent discrete states in multichannel EEG time series data and relating properties of the estimated state-transition dynamics to observables such as cognition and behavior.
no code implementations • 2 Oct 2021 • Oishee Bintey Hoque, Mohammad Imrul Jubair, Al-Farabi Akash, Saiful Islam
Bangladeshi Sign Language (BdSL) is a commonly used medium of communication for the hearing-impaired people in Bangladesh.
1 code implementation • 10 Oct 2019 • Sumaiya Dabeer, Maha Mohammed Khan, Saiful Islam
Modern medical image processing techniques work on histopathology images captured by a microscope, and then analyze them by using different algorithms and methods.
1 code implementation • ? 2019 • Aayush Mishra, Suraj Kumar, Aditya Nigam, Saiful Islam
Traditional image steganography techniques hide the secret image intohigh-frequency regions of the cover images.
no code implementations • 19 Mar 2019 • Mohammad Farhad Bulbul, Saiful Islam, Hazrat Ali
We then characterize the action video by extracting the Gradient Local Auto-Correlations (GLAC) features from the SHIs and the MHIs.