教員情報詳細
HOSSAIN MD SHAKHAWAT
- 1987年生まれ 男性
- 職位： 准教授
- 所属：
- ホームページ： https://hossain-aimlab.info/ja/
- researchmap： https://researchmap.jp/hossain
情報学群
大学院工学研究科
大学院工学研究科
教員略歴
| 学位 |
Doctor of Engineering
Masters in Engineering Masters of Science Bachelor of Science Post Doctorate |
|
|---|---|---|
| 学歴 | Tokyo Institute of Technology, Japan School of Engineering Department of Information and Communications Engineering 修了（2020） | |
| 職歴 |
Assistant Professor, Independent University, Bangladesh（2023～2025）
Head of Medical Imaging and AI, RIoT Research Center, Independent University, Bangladesh（2022～2025） |
|
| 資格 | ||
| 専門分野 | Medical Image Analysis, Artificial Intelligence, Digital Pathology, Whole Slide Imaging, Cancer Diagnosis | |
| 研究室 | 名称 | |
| 詳細 | ||
| 所属学会 | IEEE Society | |
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本年度担当講義
| 学部・学群 | |
|---|---|
| 大学院 |
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研究シーズ
| 現在の研究 |
|---|
メッセージ
研究業績
主な受賞歴など
- Best Paper Presentation Award（2024） IEEE ICCIT
- Pathology Informatics Award（2019） Association of Pathology Informatics, USA
代表的な研究論文
| タイトル | 著者 | 発表誌 | 発表年 |
|---|---|---|---|
| Ripen Banana Dataset: A Comprehensive Resource for Carbide Detection and Ripening Stage Analysis to Enhance Food Quality and Agricultural Efficiency | Elman Alam，Md Tarequl Islam，Ishrat Zahan Raka，Onamika Sarkar Ritu，HOSSAIN MD SHAKHAWAT，Wahidur Rahman，Rahat Khan | Data in Brief，Vol.60 | 2025 |
| Predicting the effect of Bevacizumab therapy in ovarian cancer from H&E whole slide images using transformer model | HOSSAIN MD SHAKHAWAT，Munim Ahmed，Md Sahilur Rahman，MM Mahbubul Syeed，Mohammad Faisal Uddin | Intelligence-Based Medicine，Vol.11，p.100231 | 2025 |
| An enhanced multi-head attention-based LSTM model for forecasting the surface water quality index | Ashifur Rahman，MM Mahbubul Syeed，Kaniz Fatema，Md. Rajaul Karim，Razib Hayat Khan，HOSSAIN MD SHAKHAWAT，Mohammad Faisal Uddin | Water Practice & Technology，Vol.20，No.4 | 2025 |
| A Comprehensive Dataset of Surface Water Quality Spanning 1940-2023 for Empirical and ML Adopted Research | Md Rajaul Karim，MM Mahbubul Syeed，Ashifur Rahman，Khondkar Ayaz Rabbani，Kaniz Fatema，Razib Hayat Khan，HOSSAIN MD SHAKHAWAT，Mohammad Faisal Uddin | Scientific Data (Nature)，Vol.12，No.1，p.391 | 2025 |
| AqUavplant Dataset: A High-Resolution Aquatic Plant Classification and Segmentation Image Dataset Using UAV | Md Abrar Istiak，Razib Hayat Khan，Jahid Hasan Rony，MM Mahbubul Syeed，M Ashrafuzzaman，Md Rajaul Karim，HOSSAIN MD SHAKHAWAT，Mohammad Faisal Uddin | Scientific Data (Nature)，Vol.11，No.1，p.1411 | 2024 |
| Residual Tumor Cellularity Assessment of Breast Cancer after Neoadjuvant Therapy using Image Transformer | HOSSAIN MD SHAKHAWAT，Md Sahilur Rahman，Munim Ahmed，Nazia Alfaz，Sirajum Munira Shifat，MM Mahbubul Syeed，Mohammad Anowar Hussen，Mohammad Faisal Uddin | IEEE Access，Vol.12，No.1，p.86083 | 2024 |
| Medicinal plant classification using particle swarm optimized cascaded network | Md Tarequl Islam，Wahidur Rahman，HOSSAIN MD SHAKHAWAT，Kaniz Roksana，Irma Dominguez Azpiroz，Raquel Martinez Diaz，Imran Ashraf，Md Abdus Samad | IEEE Access，Vol.12，p.42465 | 2024 |
| AI-Guided Anatomical Landmark and Anomalies Detection for Autonomous Endoscopy Examination | HOSSAIN MD SHAKHAWAT，Munim Ahmed，Md Sahilur Rahman，Mahreen Tabassum，Fariha Karim，Md Aulad Hossain，Razib Hayat Khan，M. M. Mahbubul Syeed，Mohammad Faisal Uddin | Journal of Computer Science，Vol.20，No.8，pp.858-871 | 2024 |
| Deployment of UAV-assisted 6G wireless networks using whale optimisation algorithm | Md. Sakir Hossain，Nishat Tasnim Haque，Sadia Afrin，HOSSAIN MD SHAKHAWAT，Md. Faisal Mahmud Anik，Swagoto Paul，Md. Ileas Pramanik，Md. Masudur Rahman | International Journal of Wireless and Mobile Computing，Vol.26，No.3，pp.251-261 | 2024 |
| Adoption of Unmanned Aerial Vehicle (UAV) imagery in agricultural management: A systematic literature review | Md Abrar Istiak，MM Mahbubul Syeed，HOSSAIN MD SHAKHAWAT，Mohammad Faisal Uddin，Mahady Hasan，Razib Hayat Khan，Nafis Saami Azad | Ecological Informatics，Vol.78 | 2023 |
| DeepPoly: deep learning-based polyps segmentation and classification for autonomous colonoscopy examination | HOSSAIN MD SHAKHAWAT，Md Mahmudur Rahman，MM Mahbubul Syeed，Mohammad Faisal Uddin，Mahady Hasan，Md Aulad Hossain，Amel Ksibi，Mona M Jamjoom，Md Abdus Samad | IEEE Access，Vol.11，pp.95889-95902 | 2023 |
| Region of interest (ROI) selection using vision transformer for automatic analysis using whole slide images | HOSSAIN MD SHAKHAWAT，Galib Muhammad Shahriar，MM Mahbubul Syeed，Mohammad Faisal Uddin，Mahady Hasan，Shingla Shivam，Suresh Advani | Scientific Reports (Nature)，Vol.13，No.1 | 2023 |
| Surface water quality profiling using the water quality index, pollution index and statistical methods: A critical review | MM Mahbubul Syeed，HOSSAIN MD SHAKHAWAT，Md Rajaul Karim，Mohammad Faisal Uddin，Mahady Hasan，Razib Hayat Khan | Environmental and Sustainability Indicators，Vol.18 | 2023 |
| Tissue artifact segmentation and severity assessment for automatic analysis using WSI | HOSSAIN MD SHAKHAWAT，Galib Muhammad Shahriar，MM Mahbubul Syeed，Mohammad Faisal Uddin，Mahady Hasan，Md Sakir Hossain，Rubina Bari | IEEE Access，Vol.11，pp.21977-21991 | 2023 |
| Augmented Scope-Based E-Commerce Business Model for Emerging Markets | Razib Hayat Khan，Ankan Shahriar Islam，Md. Ahosan Hossain Sijan，MM Mahbubul Syeed，Mohammad Faisal Uddin，HOSSAIN MD SHAKHAWAT | Journal of Computer Science，Vol.19，No.12，pp.1410-1422 | 2023 |
| Android ransomware detection from traffic analysis using metaheuristic feature selection | Md Sakir Hossain，Naim Hasan，Md Abdus Samad，HOSSAIN MD SHAKHAWAT，Joydeep Karmoker，Foysol Ahmed，KFM Nafiz Fuad，Kwonhue Choi | IEEE Access，Vol.10，pp.128754-128763 | 2022 |
| The perception of health professionals in Bangladesh toward the digitalization of the health sector | HOSSAIN MD SHAKHAWAT，MM Mahbubul Syeed，Kaniz Fatema，Mohammad Faisal Uddin | International Journal of Environmental Research and Public Health，Vol.19，No.20 | 2022 |
| Singular Nuclei Segmentation for Automatic HER2 Quantification Using CISH Whole Slide Images | HOSSAIN MD SHAKHAWAT，MM Mahbubul Syeed，Kaniz Fatema，Md Sakir Hossain，Mohammad Faisal Uddin | Sensors，Vol.22，No.19 | 2022 |
| Aedes Larva Detection Using Ensemble Learning to Prevent Dengue Endemic | HOSSAIN MD SHAKHAWAT，Md Ezaz Raihan，Md Sakir Hossain，MM Mahbubul Syeed，Harunur Rashid，Md Shaheed Reza | BioMedInformatics，Vol.2，No.3 | 2022 |
| Automatic quality evaluation of whole slide images for the practical use of whole slide imaging scanner | HOSSAIN MD SHAKHAWAT，Tomoya Nakamura，Fumikazu Kimura，Yukako Yagi，Masahiro Yamaguch | ITE Transactions On Media Technology And Applications，Vol.8，No.4，pp.252-268 | 2020 |
| Automatic quantification of HER2 gene amplification in invasive breast cancer from chromogenic in situ hybridization whole slide images | HOSSAIN MD SHAKHAWAT，Matthew G Hanna，Naohiro Uraoka，Tomoya Nakamura，Marcia Edelweiss，Edi Brogi，Meera R Hameed，Masahiro Yamaguchi，Dara S Ross，Yukako Yagi | Journal of Medical Imaging，Vol.6，No.4 | 2019 |
| An Interpretable Hybrid CNN-SVM Model for Predicting Stress Among University Students | Ashifur Rahman，MM Mahbubul Syeed，Kaniz Fatema，Razib Hayat Khan，HOSSAIN MD SHAKHAWAT，Mohammad Faisal Uddin | 21st International Conference on Computer Systems and Applications (AICCSA) | 2025 |
| Predicting Depression Among University Students: a Comparative Assessment of ML & DL models using XAI | Jahid Hasan Rony，MM Mahbubul Syeed，Razib Hayat Khan，Kaniz Fatema，HOSSAIN MD SHAKHAWAT，Mohammad Faisal Uddin | 23rd International Symposium on Communications and Information Technologies (ISCIT) | 2024 |
| Environmental Monitoring System for Renewable Energy Installations | Mohammad Rejwan Uddin，Mohsina Tabassum，Md Shad Ashfaque Hossain，HOSSAIN MD SHAKHAWAT，Mahady Hasan | 3rd International Conference on Electrical Power and Energy Systems (ICEPES) | 2024 |
| IoT-Based Solar Automated Irrigation System | Md Jarif Hossain Khan，Jannat Un Nayeem Iqra，Md Ahnaf Rashid，Noman E Jawad，HOSSAIN MD SHAKHAWAT，Mohammad Rejwan Uddin，Mahady Hasan | 3rd International Conference on Electrical Power and Energy Systems (ICEPES) | 2024 |
| IoT-Based Smart Energy Monitoring and Energy Demand Response System | Muzahidul Islam，Nohori Jobaida，HOSSAIN MD SHAKHAWAT，Mohammad Rejwan Uddin，Mahady Hasan | 3rd International Conference on Electrical Power and Energy Systems (ICEPES) | 2024 |
| Evaluation of the Design, Fabrication, and Operation of a Vertical Axis Wind Turbine (VAWT) Utilizing a Suggested Grid-Tie Topology Suitable for the Coastal Area of Bangladesh | Mohammad Rejwan Uddin，Wanas Uddin Ahmed，Mehadi Hassan Khan，HOSSAIN MD SHAKHAWAT，Mahady Hasan | 3rd International Conference on Electrical Power and Energy Systems (ICEPES) | 2024 |
| A Solar-Based Comprehensive Agriculture System Featuring Smart Irrigation, Weather Station, and Disease Detection | Fariza Rahman，Jihan Islam，Fabiha Rahman，HOSSAIN MD SHAKHAWAT，Mohammad Rejwan Uddin，Mahady Hasan | 3rd International Conference on Electrical Power and Energy Systems (ICEPES) | 2024 |
| Development of a Scalable Industrial Process Monitoring Sensor System for Large-Scale IoT Networks using MQTT and Time Series Database | Samiul Hoque，Imtiaz Ahmmed，Asif Jobair，HOSSAIN MD SHAKHAWAT，Mohammad Rejwan Uddin，Mahady Hasan | 3rd International Conference on Electrical Power and Energy Systems (ICEPES) | 2024 |
| Bio-inspired Heuristic Optimization-based Cascaded Network for Diabetic Retinopathy Screening | Eshat Ahmad Shuvo，Wahidur Rahman，HOSSAIN MD SHAKHAWAT，Md Tarequl Islam，Md Sadiq Iqbal | 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) | 2024 |
| Machine Learning-Assisted Interference Management in the 6G UAV Networks with Soft Frequency Reuse | Md. Sakir Hossain，Md. Imran Ahmed，Ridoy Rayhan Khan，Hasan Mirza Hasibul，HOSSAIN MD SHAKHAWAT | Intelligent Communication Networks | 2024 |
| Detection of Parkinson’s Disease from T2-Weighted Magnetic Resonance Imaging Scans Using EfficientNet-V2 | Md Mehedi Hasan，Nazia Alfaz，Md Al Maksud Alam，Ashiqur Rahman，HOSSAIN MD SHAKHAWAT，Shakila Rahman | 26th International Conference on Computer and Information Technology (ICCIT) | 2024 |
| An IoT Intensive AI-integrated System for Optimized Surface Water Quality Profiling | MM Mahbubul Syeed，Md Rajaul Karim，HOSSAIN MD SHAKHAWAT，Kaniz Fatema，Mohammad Faisal Uddin，Razib Hayat Khan | 20th International Joint Conference on Computer Science and Software Engineering (JCSSE) | 2023 |
| SmartPoultry: Early detection of poultry disease from smartphone captured fecal image | HOSSAIN MD SHAKHAWAT，Umme Sadia Salsabil，MM Mahbubul Syeed，Md Mahmudur Rahman，Kaniz Fatema，Mohammad Faisal Uddin | 20th International Joint Conference on Computer Science and Software Engineering (JCSSE) | 2023 |
| CaViT: Early stage dental caries detection from smartphone-image using vision transformer | HOSSAIN MD SHAKHAWAT，Md Mahmudur Rahman，MM Mahbubul Syeed，Ummae Hamida Hannan，Mohammad Faisal Uddin，Sahria Bakar Mumu | 2023 4th International Conference on Artificial Intelligence, Robotics and Control (AIRC) | 2023 |
| Review of artifact detection methods for automated analysis and diagnosis in digital pathology | HOSSAIN MD SHAKHAWAT，Md Sakir Hossain，Alamgir Kabir，SM Hasan Mahmud，MM Manjurul Islam，Faisal Tariq | Artificial Intelligence for Disease Diagnosis and Prognosis in Smart Healthcare，pp.177-202 | 2023 |
| Automatic Grading of Invasive Breast Cancer Patients for the Decision of Therapeutic Plan | HOSSAIN MD SHAKHAWAT，Matthew Hanna，Kareem Ibrahim，Rene Serrette，Peter Ntiamoah，Marcia Edelweiss，Edi Brogi，Meera Hameed，Masahiro Yamaguchi，Dara Ross，Yukako Yagi | Artificial Intelligence for Disease Diagnosis and Prognosis in Smart Healthcare，pp.123-146 | 2023 |
| Real-Time Facemask Detection Using Deep Convolutional Neural Network-Based Transfer Learning | Jakaria Islam Emon，MM Manjurul Islam，Syeda Amina Abedin，HOSSAIN MD SHAKHAWAT，Rupam Kumar Das | Artificial Intelligence for Disease Diagnosis and Prognosis in Smart Healthcare，pp.243-254 | 2023 |
| Traffic Analysis-Based Android SMS Malware Detection Using Machine Learning | Kanis R Mim，Md Sakir Hossain，Sumona A Tisha，Kallul R Kalpo，Mehedi H Bakul，HOSSAIN MD SHAKHAWAT | Proceedings of International Conference on Fourth Industrial Revolution and Beyond 2021，Vol.437，pp.305-317 | 2022 |
| Android Ransomware Attacks Detection with Optimized Ensemble Learning | Shaharia Sifat，Md Sakir Hossain，Sadia Afrin Tonny，Bejoy Majumder，Riftana Mahajabin，HOSSAIN MD SHAKHAWAT | International Conference on Cybersecurity, Cybercrimes, and Smart Emerging Technologies，Vol.4，pp. 41-53 | 2023 |
| Practical image quality evaluation for whole slide imaging scanner | HOSSAIN MD SHAKHAWAT，Toyama Nakamura，Fumikazu Kimura，Yukako Yagi，Masahiro Yamaguchi | Biomedical Imaging and Sensing Conference (SPIE)，Vol.10711 | 2018 |
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学会発表・講演など
- Whole Slide Imaging- key to Digital Pathology，Department of CSE, Rajshahi University（2018）
- Seminar on Scientific Paper Writing，IEEE Computer Society IUB Student Branch Chapter（2024）
- Effective Verbal and Non-verbal Communication in Academic Presentations，IUB Arrows and Dept of CSE, Independent University, Bangladesh（2024）
- Artificial Intelligence: What, Why and How?，Think Loud: RIoT Research Hour, Independent University, Bangladesh（2024）
- Decision Support System for Invasive Breast Cancer Patients: A step towards digital pathology，Distinguished Lecture Series, American International University- Bangladesh（2021）
- HER2 Grading of Breast Cancer using WSI: From Molecule to Morphology，Next Generation Digital Pathology Conference, 2023, Boston, USA（2023）
社会貢献及び広報活動
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