Mohammad Abu Yousuf

45 papers A* 1B 1C 2Journal 28Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	3D MRI reconstruction and brain tumor diagnosis using deep learning with explainable AI. Expert Syst. Appl. Md Rakhibul Hasan, Shrawman Majumder Rudra, Nayon Karmoker, Mohammad Abu Yousuf, Jesmin Akhter, Asmaa Soliman Al-Moisheer, Salem A. Alyami, Mohammad Ali Moni
2026	J	`jnl`	DREAM: A novel explainable neural network for detecting sleep apnea using single-lead ECG signals. Biomed. Signal Process. Control. Sanjida Akter, Md. Akmol Masud, Mst. Sanzida Islam Promi, Nadia Sultana, Maruf Ahmed, Md. Mahmudur Rahman, Mohammad Abu Yousuf, Saad Aloteibi, Mohammad Ali Moni
2026	J	`jnl`	Explainable CNN-GRU Model With Self-Attention for Human Activity Recognition Using Wearable Sensors Through Data Augmentation. IEEE Access Nadia Sultana, Sidratul Afrida, Bushra Akter, Tasnia Jahan, Afrin Ahmed, Mohammad Abu Yousuf, Md. Zia Uddin
2026	J	`jnl`	MVIC-Net: Multi-view interactive convolutional networks for ECG-based sleep apnea detection with explainable AI. Knowl. Based Syst. Moni Akter, Mohammad Abu Yousuf, Sabbir Ahmed, M. Shamim Kaiser, Md. Zia Uddin
2026	J	`jnl`	Novel deep learning for multi-class classification of Alzheimer's in disability using MRI datasets. Frontiers Bioinform. Sumaiya Binte Shahid, Maleeha Kaikaus, Md. Hasanul Kabir, Mohammad Abu Yousuf, A. K. M. Azad, Asmaa S. Al-Moisheer, Naif Mohammed Alotaibi, Salem A. Alyami, Touhid Bhuiyan, Mohammad Ali Moni
2025	J	`jnl`	Analysis of Different Modality of Data to Diagnose Parkinson's Disease Using Machine Learning and Deep Learning Approaches: A Review. Expert Syst. J. Knowl. Eng. Sheikh Bahauddin Arnab, Md Istakiak Adnan Palash, Rakibul Islam, Hemal Hossain Ovi, Mohammad Abu Yousuf, Md. Zia Uddin
2025	J	`jnl`	Corrections to "Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study". IEEE Access Roksana Akter Raisa, Ayesha Siddika Rodela, Mohammad Abu Yousuf, A. K. M. Azad, Salem A. Alyami, Pietro Liò, Md Zahidul Islam, Ganna Pogrebna, Mohammad Ali Moni
2025	J	`jnl`	DDNet: A Robust, and Reliable Hybrid Machine Learning Model for Effective Detection of Depression Among University Students. IEEE Access Nasirul Mumenin, Mohammad Abu Yousuf, Madini O. Alassafi, Muhammad Mostafa Monowar, Md. Abdul Hamid
2025	J	`jnl`	Early diagnosis of autism across developmental stages through scalable and interpretable ensemble model. Frontiers Artif. Intell. Nasirul Mumenin, Maisha Mumtaz Rahman, Mohammad Abu Yousuf, Farzan Majeed Noori, Md. Zia Uddin
2025	J	`jnl`	Explainable AI-driven scalogram analysis and optimized transfer learning for sleep apnea detection with single-lead electrocardiograms. Comput. Biol. Medicine Mahan Choudhury, Md Tanvir, Mohammad Abu Yousuf, Nayeemul Islam, Md. Zia Uddin
2025	J	`jnl`	LungCT-NET: An explainable transfer learning-based robust ensemble model for lung cancer diagnosis. Knowl. Based Syst. Md Zuleyenine Ibne Noman, Kazi Sati, Mohammad Abu Yousuf, Saad Aloteibi, Mohammad Ali Moni
2025	J	`jnl`	MGAN-CRCM: a novel multiple generative adversarial network and coarse refinement-based cognizant method for image inpainting. Neural Comput. Appl. Nafiz Al Asad, Md. Appel Mahmud Pranto, Shbiruzzaman Shiam, Musaddeq Mahmud Akand, Mohammad Abu Yousuf, Khondokar Fida Hasan, Mohammad Ali Moni
2025	J	`jnl`	Multi-teacher knowledge distillation and ensemble algorithm for efficient brain tumor classification in resource-constrained environments with explainable AI. Knowl. Based Syst. Md. Samiul Alim, Mahir Shahriar Tamim, Shuvo Sarkar, Mohammad Abu Yousuf, Asmaa Soliman Al-Moisheer, Salem A. Alyami, Mohammad Ali Moni
2024	J	`jnl`	ASDNet: A robust involution-based architecture for diagnosis of autism spectrum disorder utilising eye-tracking technology. IET Comput. Vis. Nasirul Mumenin, Mohammad Abu Yousuf, Md Asif Nashiry, A. K. M. Azad, Salem A. Alyami, Pietro Lio', Mohammad Ali Moni
2024	—	`conf`	Advancing Sleep Apnea Detection with CINet: Convolution and Interactive Learning Neural Network for Analyzed ECG Signal Data. IHTC Moni Akter, Mohammad Abu Yousuf, Sabbir Ahmed, Md. Zia Uddin
2024	—	`conf`	Artificial Neural Network-Assisted Confinement Loss Prediction of D-Shaped PCF-SPR Biosensor. IHTC Nazrul Islam, Mia Mohammad Shoaib Hasan, Md. Nahid Hasan, Imam Hossain Shibly, Mohammad Abu Yousuf, Md. Zia Uddin
2024	—	`conf`	Bias in Deep Learning Skin Cancer Detection: Parallel Residual Convolution Network Classification and Racial Bias Quantification: Skin Cancer Racial Bias. ICCA Sumaiya Binte Shahid, Mohammad Abu Yousuf, Md. Biplob Hosen, Sabbir Ahmed, Mohammad Ali Moni
2024	J	`jnl`	Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study. IEEE Access Roksana Akter Raisa, Ayesha Siddika Rodela, Mohammad Abu Yousuf, A. K. M. Azad, Salem A. Alyami, Pietro Liò, Md Zahidul Islam, Ganna Pogrebna, Mohammad Ali Moni
2024	—	`conf`	Enhanced Brain Tumor Classification using Ensemble Fusion Method. ICCA Ritu Sarker Puja, Mohammad Abu Yousuf
2024	—	`conf`	Enhancing Parkinson's Disease Classification Using LSTM Networks and Attention Mechanisms. ICCA Jannatul Ferdous Esha, Mohammad Abu Yousuf
2024	—	`conf`	Leveraging Transformer Models for Accurate Detection of Obstructive Sleep Apnea from Single-Lead ECG Signals. ICCA Pranta Biswas, Mohammad Abu Yousuf
2024	J	`jnl`	MGAN-CRCM: A Novel Multiple Generative Adversarial Network and Coarse-Refinement Based Cognizant Method for Image Inpainting. CoRR Nafiz Al Asad, Md. Appel Mahmud Pranto, Shbiruzzaman Shiam, Musaddeq Mahmud Akand, Mohammad Abu Yousuf, Khondokar Fida Hasan, Mohammad Ali Moni
2024	J	`jnl`	Robust clinical applicable CNN and U-Net based algorithm for MRI classification and segmentation for brain tumor. Expert Syst. Appl. Atika Akter, Nazeela Nosheen, Sabbir Ahmed, Mariom Hossain, Mohammad Abu Yousuf, Mohammad Ali Abdullah Almoyad, Khondokar Fida Hasan, Mohammad Ali Moni
2024	—	`conf`	SeizureFed: Federated Learning for Pediatric Seizure Detection through EEG Using E-ResNet. ICCA Maleeha Kaikaus, Sabbir Ahmed, Mohammad Abu Yousuf, Mohammad Ali Moni
2024	—	`conf`	Sleep Apnea Detection through HRV and SPO2 Analysis of Single-Lead ECG Signals Using Machine Learning Algorithms. ICCA Md. Ashraful Islam, Sudipto Chaki, Mohammad Abu Yousuf, Mohammad Ali Moni
2023	J	`jnl`	A dependable hybrid machine learning model for network intrusion detection. J. Inf. Secur. Appl. Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni
2023	J	`jnl`	GRU-INC: An inception-attention based approach using GRU for human activity recognition. Expert Syst. Appl. Taima Rahman Mim, Maliha Amatullah, Sadia Afreen, Mohammad Abu Yousuf, Shahadat Uddin, Salem A. Alyami, Khondokar Fida Hasan, Mohammad Ali Moni
2023	J	`jnl`	Taking All the Factors We Need: A Multimodal Depression Classification With Uncertainty Approximation. IEEE Access Sabbir Ahmed, Mohammad Abu Yousuf, Muhammad Mostafa Monowar, Md. Abdul Hamid, Madini O. Alassafi
2023	J	`jnl`	Trackez: An IoT-Based 3D-Object Tracking From 2D Pixel Matrix Using Mez and FSL Algorithm. IEEE Access Nuruzzaman Faruqui, Md. Alamgir Kabir, Mohammad Abu Yousuf, Md Whaiduzzaman, Alistair Barros, Imran Mahmud
2022	J	`jnl`	A Dependable Hybrid Machine Learning Model for Network Intrusion Detection. CoRR Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni
2022	J	`jnl`	A classification of MRI brain tumor based on two stage feature level ensemble of deep CNN models. Comput. Biol. Medicine Nahid Ferdous Aurna, Mohammad Abu Yousuf, Kazi Abu Taher, A. K. M. Azad, Mohammad Ali Moni
2022	—	`conf`	Argument Mining on Clinical Trial Abstracts on Lung Cancer Patients. TCCE Md Yasin Arafat Khondoker, Mohammad Abu Yousuf
2022	—	`conf`	Deep Convolutional Comparison Architecture for Breast Cancer Binary Classification. MIET (1) Nasim Ahmed Roni, Md. Shazzad Hossain, Musarrat Bintay Hossain, Md. Iftekharul Alam Efat, Mohammad Abu Yousuf
2022	—	`conf`	StegoPix2Pix: Image Steganography Method via Pix2Pix Networks. TCCE Md. Min-ha-zul Abedin, Mohammad Abu Yousuf
2021	J	`jnl`	A Human-Robot Interaction System Calculating Visual Focus of Human's Attention Level. IEEE Access Partha Chakraborty, Sabbir Ahmed, Mohammad Abu Yousuf, A. K. M. Azad, Salem A. Alyami, Mohammad Ali Moni
2021	J	`jnl`	A deep learning approach using effective preprocessing techniques to detect COVID-19 from chest CT-scan and X-ray images. Comput. Biol. Medicine Khabir Uddin Ahamed, Manowarul Islam, Ashraf Uddin, Arnisha Akhter, Bikash Kumar Paul, Mohammad Abu Yousuf, Shahadat Uddin, Julian M. W. Quinn, Mohammad Ali Moni
2021	J	`jnl`	LungNet: A hybrid deep-CNN model for lung cancer diagnosis using CT and wearable sensor-based medical IoT data. Comput. Biol. Medicine Nuruzzaman Faruqui, Mohammad Abu Yousuf, Md Whaiduzzaman, A. K. M. Azad, Alistair Barros, Mohammad Ali Moni
2020	—	`conf`	Toward an Enhanced Bengali Text Classification Using Saint and Common Form. ICCCNT Nushrat Jahan Ria, Sharun Akter Khushbu, Mohammad Abu Yousuf, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain
2019	C	`conf`	Automatic Missing-Child Recovery System using Eigenfaces. IJCCI Nuruzzaman Faruqui, Mohammad Abu Yousuf
2019	C	`conf`	How Can a Robot Calculate the Level of Visual Focus of Human's Attention. IJCCI Partha Chakraborty, Mohammad Abu Yousuf, Md. Zahidur Rahman, Nuruzzaman Faruqui
2018	J	`jnl`	Image denoising and restoration with CNN-LSTM Encoder Decoder with Direct Attention. CoRR Kazi Nazmul Haque, Mohammad Abu Yousuf, Rajib Rana
2018	J	`jnl`	Real time facial expression recognition for nonverbal communication. Int. Arab J. Inf. Technol. Md. Sazzad Hossain, Mohammad Abu Yousuf
2013	B	`conf`	How to move towards visitors: A model for museum guide robots to initiate conversation. RO-MAN Mohammad Abu Yousuf, Yoshinori Kobayashi, Yoshinori Kuno, Akiko Yamazaki, Keiichi Yamazaki
2012	—	`conf`	Development of a Mobile Museum Guide Robot That Can Configure Spatial Formation with Visitors. ICIC (1) Mohammad Abu Yousuf, Yoshinori Kobayashi, Yoshinori Kuno, Akiko Yamazaki, Keiichi Yamazaki
2012	A*	`conf`	Establishment of spatial formation by a mobile guide robot. HRI Mohammad Abu Yousuf, Yoshinori Kobayashi, Yoshinori Kuno, Keiichi Yamazaki, Akiko Yamazaki