A Systematic Review of Federated Learning in the Healthcare Area: From the Perspective of Data Properties and Applications
Prayitno, Shyu, Chi-Ren, Putra, Karisma Trinanda, Chen, Hsing-Chung, Tsai, Yuan-Yu, Hossain, K. S. M. Tozammel, Jiang, Wei, Shae, Zon-Yin
Published in Applied sciences (01.12.2021)
Published in Applied sciences (01.12.2021)
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Journal Article
Identifying gene expression programs in single-cell RNA-seq data using linear correlation explanation
Nussbaum, Yulia I., Hossain, K.S.M. Tozammel, Kaifi, Jussuf, Warren, Wesley C., Shyu, Chi-Ren, Mitchem, Jonathan B.
Published in Journal of biomedical informatics (01.06.2024)
Published in Journal of biomedical informatics (01.06.2024)
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Journal Article
Improved Multiple Sequence Alignments Using Coupled Pattern Mining
Hossain, K. S. M. Tozammel, Patnaik, Debprakash, Laxman, Srivatsan, Jain, Prateek, Bailey-Kellogg, Chris, Ramakrishnan, Naren
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.09.2013)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.09.2013)
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Journal Article
Pairwise compatibility graphs
Yanhaona, Muhammad Nur, Hossain, K. S. M. Tozammel, Rahman, M. Saidur
Published in Journal of applied mathematics & computing (01.05.2009)
Published in Journal of applied mathematics & computing (01.05.2009)
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Journal Article
Pairwise compatibility graphs
Yanhaona, Muhammad Nur, Hossain, K. S. M. Tozammel, Rahman, Md. Saidur
Published in Journal of applied mathematics & computing (01.05.2009)
Published in Journal of applied mathematics & computing (01.05.2009)
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Journal Article
Evaluation of machine learning applications using real-world EHR data for predicting diabetes-related long-term complications
Mosa, Abu Saleh Mohammad, Thongmotai, Chalermpon, Islam, Humayera, Paul, Tanmoy, Hossain, K. S. M. Tozammel, Mandhadi, Vasanthi
Published in Journal of business analytics (03.07.2022)
Published in Journal of business analytics (03.07.2022)
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Journal Article
Hybrid forecasting of geopolitical events
Benjamin, Daniel M., Morstatter, Fred, Abbas, Ali E., Abeliuk, Andres, Atanasov, Pavel, Bennett, Stephen, Beger, Andreas, Birari, Saurabh, Budescu, David V., Catasta, Michele, Ferrara, Emilio, Haravitch, Lucas, Himmelstein, Mark, Hossain, KSM Tozammel, Huang, Yuzhong, Jin, Woojeong, Joseph, Regina, Leskovec, Jure, Matsui, Akira, Mirtaheri, Mehrnoosh, Ren, Xiang, Satyukov, Gleb, Sethi, Rajiv, Singh, Amandeep, Sosic, Rok, Steyvers, Mark, Szekely, Pedro A, Ward, Michael D., Galstyan, Aram
Published in The AI magazine (01.03.2023)
Published in The AI magazine (01.03.2023)
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Journal Article
Forecasting violent events in the Middle East and North Africa using the Hidden Markov Model and regularized autoregressive models
Hossain, KSM Tozammel, Gao, Shuyang, Kennedy, Brendan, Galstyan, Aram, Natarajan, Prem
Published in Journal of defense modeling and simulation (01.07.2020)
Published in Journal of defense modeling and simulation (01.07.2020)
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Journal Article
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models
Islam, Shayekh Bin, Rahman, Md Asib, Hossain, K S M Tozammel, Hoque, Enamul, Joty, Shafiq, Parvez, Md Rizwan
Year of Publication 02.10.2024
Year of Publication 02.10.2024
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Journal Article
Enhancing Personalization and Mitigating Inter-Patient Variability in Continuous Blood Glucose Prediction Using Multi-Task Deep LSTMs
Shuvo, Md Maruf Hossain, Titirsha, Twisha, Hossain, K. S. M. Tozammel, Gonzalez, Guido Lastra, Islam, Syed Kamrul
Published in 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (26.06.2024)
Published in 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (26.06.2024)
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Conference Proceeding
Measurement and Identification of Informative Reviews for Automated Summarization
Nguyen, Huyen, Chen, Haihua, Maganti, Roopesh, Hossain, KSM Tozammel, Ding, Junhua
Published in 2023 IEEE International Conference On Artificial Intelligence Testing (AITest) (01.07.2023)
Published in 2023 IEEE International Conference On Artificial Intelligence Testing (AITest) (01.07.2023)
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Conference Proceeding
Forecasting the Flu: Designing Social Network Sensors for Epidemics
Shao, Huijuan, Hossain, K. S. M. Tozammel, Wu, Hao, Khan, Maleq, Vullikanti, Anil, Prakash, B. Aditya, Marathe, Madhav, Ramakrishnan, Naren
Year of Publication 22.02.2016
Year of Publication 22.02.2016
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Journal Article