no code implementations • 7 Mar 2024 • Nabil Ibtehaz, Ning Yan, Masood Mortazavi, Daisuke Kihara
At present two classes of attentions prevail in vision transformers, regional and sparse attention.
1 code implementation • 25 Aug 2023 • Nabil Ibtehaz, Daisuke Kihara
This decade is marked by the introduction of Vision Transformer, a radical paradigm shift in broad computer vision.
1 code implementation • 20 Jan 2022 • Nabil Ibtehaz, Muhammad E. H. Chowdhury, Amith Khandakar, Susu M. Zughaier, Serkan Kiranyaz, M. Sohel Rahman
Raman spectroscopy provides a vibrational profile of the molecules and thus can be used to uniquely identify different kind of materials.
no code implementations • 3 Jan 2022 • Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev
Lung cancer is one of the deadliest cancers, and in part its effective diagnosis and treatment depend on the accurate delineation of the tumor.
no code implementations • 17 Nov 2021 • Farhanaz Farheen, Md. Salman Shamil, Nabil Ibtehaz, M. Sohel Rahman
Lung cancer is a leading cause of death in most countries of the world.
no code implementations • 12 Nov 2021 • Sakib Mahmud, Nabil Ibtehaz, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Khandaker Reajul Islam, Md Shafayet Hossain, M. Sohel Rahman, Mohammad Tariqul Islam, Muhammad E. H. Chowdhury
Most existing methods used in the hospitals for continuous monitoring of BP are invasive.
no code implementations • 14 Oct 2021 • Nabil Ibtehaz, Daisuke Kihara
In sequence-based predictions, conventionally an input sequence is represented by a multiple sequence alignment (MSA) or a representation derived from MSA, such as a position-specific scoring matrix.
no code implementations • 20 Mar 2021 • Muhammad E. H. Chowdhury, Nabil Ibtehaz, Tawsifur Rahman, Yosra Magdi Salih Mekki, Yazan Qibalwey, Sakib Mahmud, Maymouna Ezeddin, Susu Zughaier, Sumaya Ali S A Al-Maadeed
Test subjects can simply download a mobile application, enter their symptoms, record an audio clip of their cough and breath, and upload the data anonymously to our servers.
no code implementations • 14 Mar 2021 • Anas M. Tahir, Muhammad E. H. Chowdhury, Amith Khandakar, Tawsifur Rahman, Yazan Qiblawey, Uzair Khurshid, Serkan Kiranyaz, Nabil Ibtehaz, M Shohel Rahman, Somaya Al-Madeed, Khaled Hameed, Tahir Hamid, Sakib Mahmud, Maymouna Ezeddin
In this study, we address this urgent need by proposing a systematic and unified approach for lung segmentation and COVID-19 localization with infection quantification from CXR images.
no code implementations • 16 Feb 2021 • Nabil Ibtehaz, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, M. Sohel Rahman, Anas Tahir, Yazan Qiblawey, Tawsifur Rahman
In this work, we present, EDITH, a deep learning-based framework for ECG biometrics authentication system.
no code implementations • 15 Feb 2021 • Yazan Qiblawey, Anas Tahir, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, Tawsifur Rahman, Nabil Ibtehaz, Sakib Mahmud, Somaya Al-Madeed, Farayi Musharavati
Furthermore, the proposed system achieved an elegant performance for COVID-19 infection segmentation with a DSC of 94. 13% and IoU of 91. 85% using the FPN model with the DenseNet201 encoder.
1 code implementation • 6 Dec 2020 • Nabil Ibtehaz, S. M. Shakhawat Hossain Sourav, Md. Shamsuzzoha Bayzid, M. Sohel Rahman
Background: The inception of next generations sequencing technologies have exponentially increased the volume of biological sequence data.
1 code implementation • 4 May 2020 • Nabil Ibtehaz, Sakib Mahmud, Muhammad E. H. Chowdhury, Amith Khandakar, Mohamed Arselene Ayari, Anas Tahir, M. Sohel Rahman
This motivates us to develop a method to predict the continuous arterial blood pressure (ABP) waveform through a non-invasive approach using photoplethysmogram (PPG) signals.
6 code implementations • ScienceDirect 2019 • Nabil Ibtehaz, M. Sohel Rahman
We have compared our proposed architecture MultiResUNet with the classical U-Net on a vast repertoire of multimodal medical images.
1 code implementation • 7 Jul 2018 • Nabil Ibtehaz, M. Saifur Rahman, M. Sohel Rahman
Ventricular Fibrillation (VF), one of the most dangerous arrhythmias, is responsible for sudden cardiac arrests.