no code implementations • 21 Oct 2023 • H. A. Z. Sameen Shahgir, Khondker Salman Sayeed, Tanjeem Azwad Zaman, Md. Asif Haider, Sheikh Saifur Rahman Jony, M. Sohel Rahman
This report outlines our approach in the IEEE SPS VIP Cup 2023: Ophthalmic Biomarker Detection competition.
1 code implementation • 30 Jan 2023 • Mohimenul Kabir, Jaiaid Mobin, Ahmad Hassanat, M. Sohel Rahman
We have used a fuzzy system as our transformation function.
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.
1 code implementation • 11 Jan 2022 • Joydeb Kumar Sana, Mohammad Zoynul Abedin, M. Sohel Rahman, M. Saifur Rahman
This study is conducted in a customer churn prediction (CCP) context in the telecommunication industry (TCI), where customer attrition is a common phenomenon.
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.
1 code implementation • Findings (ACL) 2021 • Tahmid Hasan, Abhik Bhattacharjee, Md Saiful Islam, Kazi Samin, Yuan-Fang Li, Yong-Bin Kang, M. Sohel Rahman, Rifat Shahriyar
XL-Sum induces competitive results compared to the ones obtained using similar monolingual datasets: we show higher than 11 ROUGE-2 scores on 10 languages we benchmark on, with some of them exceeding 15, as obtained by multilingual training.
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.
1 code implementation • Findings (NAACL) 2022 • Abhik Bhattacharjee, Tahmid Hasan, Wasi Uddin Ahmad, Kazi Samin, Md Saiful Islam, Anindya Iqbal, M. Sohel Rahman, Rifat Shahriyar
In this work, we introduce BanglaBERT, a BERT-based Natural Language Understanding (NLU) model pretrained in Bangla, a widely spoken yet low-resource language in the NLP literature.
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 • EMNLP 2020 • Tahmid Hasan, Abhik Bhattacharjee, Kazi Samin, Masum Hasan, Madhusudan Basak, M. Sohel Rahman, Rifat Shahriyar
With the segmenter and the two methods combined, we compile a high-quality Bengali-English parallel corpus comprising of 2. 75 million sentence pairs, more than 2 million of which were not available before.
no code implementations • 12 May 2020 • Junaed Younus Khan, Md. Tawkat Islam Khondaker, Iram Tazim Hoque, Hamada Al-Absi, Mohammad Saifur Rahman, Tanvir Alam, M. Sohel Rahman
We are presenting COVID-19Base, a knowledgebase highlighting the biomedical entities related to COVID-19 disease based on literature mining.
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.
no code implementations • 18 Aug 2019 • Md. Adnan Arefeen, Sumaiya Tabassum Nimi, M. Sohel Rahman
Several researches have been done to tackle this problem, most of which employed resampling, i. e. oversampling and undersampling techniques to bring the required balance in the data.
no code implementations • 23 Jul 2019 • Aimon Rahman, Hasib Zunair, M. Sohel Rahman, Jesia Quader Yuki, Sabyasachi Biswas, Md. Ashraful Alam, Nabila Binte Alam, M. R. C. Mahdy
The evaluation metric accuracy and loss along with 5-fold cross validation was used to compare and select the best performing architecture.
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.
no code implementations • 13 Dec 2018 • Ahmad S. Tarawneh, Ahmad B. A. Hassanat, Ceyhun Celik, Dmitry Chetverikov, M. Sohel Rahman, Chaman Verma
The comparative results of the experiments conducted on three standard face image datasets show that the best performers for face image retrieval are Alexlayer7 with $K$-means and SSF, Alexlayer6 with $K$-SVD and SSF, and Alexlayer6 with $K$-means and SSF.
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.
no code implementations • 4 Oct 2016 • Rezaul Karim, Md. Momin Al Aziz, Swakkhar Shatabda, M. Sohel Rahman
The effectiveness of our method is tested on standard benchmark structures.
no code implementations • 17 Nov 2014 • Md. Lisul Islam, Novia Nurain, Swakkhar Shatabda, M. Sohel Rahman
Graph partitioning, a well studied problem of parallel computing has many applications in diversified fields such as distributed computing, social network analysis, data mining and many other domains.
no code implementations • 16 Nov 2014 • Md. Lisul Islam, Swakkhar Shatabda, M. Sohel Rahman
In this paper, we propose a new genetic algorithm for solving the Euclidean distance geometry problem for protein structure prediction given sparse NMR data.
no code implementations • 2 Sep 2014 • Rezaul Karim, Mohd. Momin Al Aziz, Swakkhar Shatabda, M. Sohel Rahman, Md. Abul Kashem Mia, Farhana Zaman, Salman Rakin
Due to the advancements in technology number of entries in the structural database of proteins are increasing day by day.
no code implementations • 18 Jan 2014 • S. M. Ferdous, M. Sohel Rahman
In this paper, we consider the problem of finding a minimum common partition of two strings.