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479 results on '"Nahar, Nazmun"'

1. Automatic Speech Recognition for Biomedical Data in Bengali Language

Author

Kabir, Shariar, Nahar, Nazmun, Saha, Shyamasree, and Rashid, Mamunur

Subjects
Electrical Engineering and Systems Science - Audio and Speech Processing, Computer Science - Computation and Language, Computer Science - Sound
Abstract

This paper presents the development of a prototype Automatic Speech Recognition (ASR) system specifically designed for Bengali biomedical data. Recent advancements in Bengali ASR are encouraging, but a lack of domain-specific data limits the creation of practical healthcare ASR models. This project bridges this gap by developing an ASR system tailored for Bengali medical terms like symptoms, severity levels, and diseases, encompassing two major dialects: Bengali and Sylheti. We train and evaluate two popular ASR frameworks on a comprehensive 46-hour Bengali medical corpus. Our core objective is to create deployable health-domain ASR systems for digital health applications, ultimately increasing accessibility for non-technical users in the healthcare sector.

Published
2024

5. Transfer Learning Based Skin Cancer Classification Using GoogLeNet

Author

Barman, Sourav, Biswas, Md Raju, Marjan, Sultana, Nahar, Nazmun, Hossain, Mohammad Shahadat, Andersson, Karl, Akan, Ozgur, Editorial Board Member, Bellavista, Paolo, Editorial Board Member, Cao, Jiannong, Editorial Board Member, Coulson, Geoffrey, Editorial Board Member, Dressler, Falko, Editorial Board Member, Ferrari, Domenico, Editorial Board Member, Gerla, Mario, Editorial Board Member, Kobayashi, Hisashi, Editorial Board Member, Palazzo, Sergio, Editorial Board Member, Sahni, Sartaj, Editorial Board Member, Shen, Xuemin, Editorial Board Member, Stan, Mircea, Editorial Board Member, Jia, Xiaohua, Editorial Board Member, Zomaya, Albert Y., Editorial Board Member, Satu, Md. Shahriare, editor, Moni, Mohammad Ali, editor, Kaiser, M. Shamim, editor, and Arefin, Mohammad Shamsul, editor

Published
2023
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6. Assessment of Flood Risk in the Brahmaputra-Jamuna Floodplain, Bangladesh

Author

Serajul Islam, Md., Nahar, Nazmun, Brilly, Mitja, Advisory Editor, Davis, Richard A., Advisory Editor, Hoalst-Pullen, Nancy, Advisory Editor, Leitner, Michael, Advisory Editor, Patterson, Mark W., Advisory Editor, Veress, Márton, Advisory Editor, Islam, Aznarul, editor, Shit, Pravat Kumar, editor, Datta, Dilip Kumar, editor, Islam, M. Shahidul, editor, Roy, Suvendu, editor, Ghosh, Sandipan, editor, and Das, Balai Chandra, editor

Published
2023
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7. Tomato Leaf Disease Classification Using Transfer Learning Method

Author

Neloy, Md. Arif Istiak, Mahamud, Faisal, Nahar, Nazmun, Hossain, Mohammad Shahadat, Andersson, Karl, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Vasant, Pandian, editor, Weber, Gerhard-Wilhelm, editor, Marmolejo-Saucedo, José Antonio, editor, Munapo, Elias, editor, and Thomas, J. Joshua, editor

Published
2023
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8. Transfer Learning Based Method for Classification of Schizophrenia Using MobileNet

Author

Mahamud, Faisal, Emon, Al Shareya, Nahar, Nazmun, Imam, Md. Hasan, Hossain, Mohammad Shahadat, Andersson, Karl, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Vasant, Pandian, editor, Weber, Gerhard-Wilhelm, editor, Marmolejo-Saucedo, José Antonio, editor, Munapo, Elias, editor, and Thomas, J. Joshua, editor

Published
2023
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9. Bell Pepper Leaf Disease Classification Using Convolutional Neural Network

Author

Mahamud, Faisal, Neloy, Md. Arif Istiak, Barua, Parthiba, Das, Mithun, Nahar, Nazmun, Hossain, Mohammad Shahadat, Andersson, Karl, Hoassain, Md. Sazzad, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Vasant, Pandian, editor, Weber, Gerhard-Wilhelm, editor, Marmolejo-Saucedo, José Antonio, editor, Munapo, Elias, editor, and Thomas, J. Joshua, editor

Published
2023
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13. Brain Tumor Classification using Transfer Learning from MRI Images

Author

Akter, Nasrin, Junjun, Jubair Ahmed, Nahar, Nazmun, Hossain, Mohammad Shahadat, Andersson, Karl, Hoassain, Md. Sazzad, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Hossain, Sazzad, editor, Hossain, Md. Shahadat, editor, Kaiser, M. Shamim, editor, Majumder, Satya Prasad, editor, and Ray, Kanad, editor

Published
2022
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15. Epilepsy Detection from EEG Data Using a Hybrid CNN-LSTM Model

Author

Neloy, Md. Arif Istiak, Biswas, Anik, Nahar, Nazmun, Hossain, Mohammad Shahadat, Andersson, Karl, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mahmud, Mufti, editor, He, Jing, editor, Vassanelli, Stefano, editor, van Zundert, André, editor, and Zhong, Ning, editor

Published
2022
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16. Classifying Brain Tumor from MRI Images Using Parallel CNN Model

Author

Sumi, Tahmina Akter, Nath, Tanuja, Nahar, Nazmun, Hossain, Mohammad Shahadat, Andersson, Karl, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mahmud, Mufti, editor, He, Jing, editor, Vassanelli, Stefano, editor, van Zundert, André, editor, and Zhong, Ning, editor

Published
2022
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17. A Hybrid CNN-LSTM-Based Emotional Status Determination using Physiological Signals

Author

Nahar, Nazmun, Ara, Ferdous, Junjun, Jubair Ahmed, Hossain, Mohammad Shahadat, Andersson, Karl, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Kaiser, M. Shamim, editor, Ray, Kanad, editor, Bandyopadhyay, Anirban, editor, Jacob, Kavikumar, editor, and Long, Kek Sie, editor

Published
2022
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18. A Weighted Average Ensemble Technique to Predict Heart Disease

Author

Neloy, Md. Arif Istiek, Nahar, Nazmun, Hossain, Mohammad Shahadat, Andersson, Karl, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Kaiser, M. Shamim, editor, Ray, Kanad, editor, Bandyopadhyay, Anirban, editor, Jacob, Kavikumar, editor, and Long, Kek Sie, editor

Published
2022
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23. Factors associated with road traffic injury in a high-risk zone of Bangladesh: a mixed-method study

Author

Rozars, Md Faisal Kabir, primary, Ahmed, Nawshin, additional, Sultana, Naima, additional, Ishtiak, A S M, additional, Alam, Md. Tohidul, additional, Hossan, Md. Elias, additional, Nahar, Nazmun, additional, Zaman, Shahriar, additional, Naher, Hurun, additional, Khan, Md Abdullah Saeed, additional, and Hawlader, Mohmmad Delwer Hossain, additional

Published
2024
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26. Human Age Estimation Using Deep Learning from Gait Data

Author

Pathan, Refat Khan, Uddin, Mohammad Amaz, Nahar, Nazmun, Ara, Ferdous, Hossain, Mohammad Shahadat, Andersson, Karl, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Mahmud, Mufti, editor, Kaiser, M. Shamim, editor, Kasabov, Nikola, editor, Iftekharuddin, Khan, editor, and Zhong, Ning, editor

Published
2021
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28. Recommendation System for E-commerce Using Alternating Least Squares (ALS) on Apache Spark

Author

Gosh, Subasish, Nahar, Nazmun, Wahab, Mohammad Abdul, Biswas, Munmun, Hossain, Mohammad Shahadat, Andersson, Karl, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Vasant, Pandian, editor, Zelinka, Ivan, editor, and Weber, Gerhard-Wilhelm, editor

Published
2021
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29. Gender Classification from Inertial Sensor-Based Gait Dataset

Author

Pathan, Refat Khan, Uddin, Mohammad Amaz, Nahar, Nazmun, Ara, Ferdous, Hossain, Mohammad Shahadat, Andersson, Karl, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Vasant, Pandian, editor, Zelinka, Ivan, editor, and Weber, Gerhard-Wilhelm, editor

Published
2021
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30. Deep Learning Approach to Classify Parkinson’s Disease from MRI Samples

Author

Basnin, Nanziba, Nahar, Nazmun, Anika, Fahmida Ahmed, Hossain, Mohammad Shahadat, Andersson, Karl, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mahmud, Mufti, editor, Kaiser, M Shamim, editor, Vassanelli, Stefano, editor, Dai, Qionghai, editor, and Zhong, Ning, editor

Published
2021
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31. Feature Selection Based Machine Learning to Improve Prediction of Parkinson Disease

Author

Nahar, Nazmun, Ara, Ferdous, Neloy, Md. Arif Istiek, Biswas, Anik, Hossain, Mohammad Shahadat, Andersson, Karl, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mahmud, Mufti, editor, Kaiser, M Shamim, editor, Vassanelli, Stefano, editor, Dai, Qionghai, editor, and Zhong, Ning, editor

Published
2021
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37. A Machine Learning Based Fall Detection for Elderly People with Neurodegenerative Disorders

Author

Nahar, Nazmun, Hossain, Mohammad Shahadat, Andersson, Karl, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mahmud, Mufti, editor, Vassanelli, Stefano, editor, Kaiser, M. Shamim, editor, and Zhong, Ning, editor

Published
2020
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43. BRAF mutation and its inhibitors in sarcoma treatment

Author

Haotian Liu, Nahar Nazmun, Shafat Hassan, Xinyue Liu, and Jilong Yang

Subjects
BRAF inhibitors, BRAF mutation, Sarcoma, targeted therapy, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282
Abstract

Abstract The mitogen‐activated protein kinase (MAPK) signaling pathway plays a significant role in mediating cellular physiological activities, such as proliferation, differentiation, apoptosis, and senescence. This signaling pathway is composed of several major proto‐oncogenes of RAS/RAF/MEK/ERK, among which the BRAF proto‐oncogene, as one of the three members of the RAF family, has a higher mutation rate than ARAF and CRAF and has attracted extensive attention. Regarding the BRAF mutation, approximately 95% of BRAF mutations belong to the BRAF V600E mutation, which can enhance the expression of the MAPK signaling pathway and is thus related to the occurrence and development of various malignant tumors and has been successfully identified as a therapeutic target. Moreover, drug resistance to BRAF inhibitor treatment also appears to be an important issue. Considering the successful use of BRAF inhibitors in melanoma, we provide a brief overview of the BRAF mutations, including their basic structures and activation mechanisms, and the new classification method for BRAF mutations. Most importantly, we summarize the results of BRAF inhibitor treatment in different sarcomas. To overcome drug resistance to BRAF inhibitor treatment, we also outline the different mechanisms of drug resistance to BRAF inhibitor treatment and introduce the combination strategy of BRAF inhibitors with other targeted therapies.

Published
2020
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