Publications | S M Taslim Uddin Raju | University of Waterloo

Publications [ Google Scholar ] [ ORCID ]

Conference and Journal

IEEE SMC

MDD-Net: Multimodal Depression Detection through Mutual Transformer

Md Rezwanul Haque, Md. Milon Islam, S M Taslim Uddin Raju, Hamdi Altaheri, Lobna Nassar, Fakhri Karray

IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2025

PDF BibTeX

@article{haque2025mdd,
   title={MDD-Net: Multimodal Depression Detection through Mutual Transformer},
   author={Haque, Md Rezwanul and Islam, Md Milon and Raju, SM and Altaheri, Hamdi and Nassar, Lobna and Karray, Fakhri},
   journal={arXiv preprint arXiv:2508.08093},
   year={2025}
 }

Tier B

IEEE SMC

MMFformer: Multimodal Fusion Transformer Network for Depression Detection

Md Rezwanul Haque, Md. Milon Islam, S M Taslim Uddin Raju, Hamdi Altaheri, Lobna Nassar, Fakhri Karray

IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2025

PDF BibTeX

@article{haque2025mmfformer,
title={MMFformer: Multimodal Fusion Transformer Network for Depression Detection},
author={Haque, Md Rezwanul and Islam, Md Milon and Raju, SM and Altaheri, Hamdi and Nassar, Lobna and Karray, Fakhri},
journal={arXiv preprint arXiv:2508.06701},
year={2025}
  }

Tier B

RE, Elsevier

TransfusionNet: Framework for Cervical Cancer Detection Using Deep Learning with Multi-Level Fusion

Md. Najib Hasan, Sourav Basak Shuvo, Md Mahadi Hasan Ankon, S M Taslim Uddin Raju , Nazmul Siddique

Results in Engineering, Elsevier, 2025

PDF BibTeX

@article{hasan2025transfusionnet,
title={TransfusionNet: Framework for Cervical Cancer Detection using Deep Learning with Multi-level Fusion},
author={Hasan, Najib and Shuvo, Sourav Basak and Ankon, Mahadi Hasan and Raju, SM Taslim Uddin and Siddique, Nazmul},
journal={Results in Engineering},
pages={107174},
year={2025},
publisher={Elsevier}
}

Journal Quartile – Q1

IJCNN

GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning

S M Taslim Uddin Raju, Md. Milon Islam, Hamdi, Md Rezwanul Haque, Hamdi Altaheri and Fakhri Karray

International Joint Conference on Neural Networks (IJCNN), 2025

PDF Presentation Dataset BibTeX

@article{raju2025gnn-vitcap,
 title={GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning},
 author={Raju, S M Taslim Uddin and Islam, Md. Milon and Haque, Md Rezwanul and Altaheri, Hamdi and Karray, Fakhri},
 journal={arXiv preprint arXiv:2507.07006},
 year={2025}
 }

Tier A

IEEE SMC

TransUAAE-CapGen: Caption Generation from Histopathological Patches through Transformer and UNet-Based Adversarial Autoencoder

S M Taslim Uddin Raju, Abdul Raqeeb Mohammad, Md. Milon Islam, Fakhri Karray

IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2024

PDF Presentation Dataset BibTeX

@inproceedings{raju2024transuaae,
title={TransUAAE-CapGen: Caption Generation from Histopathological Patches through Transformer and UNet-Based Adversarial Autoencoder},
author={Raju, SM Taslim Uddin and Mohammad, Abdul Raqeeb and Islam, Md Milon and Karray, Fakhri},
booktitle={2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},
pages={1383--1390},
year={2024},
organization={IEEE}
}

Tier B

MBEC, Springer

DNN-BP: A Novel Framework for Cuffless Blood Pressure Measurement from Optimal PPG Features using Deep Learning Model

S M Taslim Uddin Raju, Safin Ahmed Dipto, Md Imran Hossain, Md. Abu Shahid Chowdhury, Fabliha Haque, Ayesha Tun Nashrah, Araf Nishan, Ashfaq Ahmad, and M. M. A. Hashem

Medical & Biological Engineering & Computing, Springer, 2024

PDF Dataset BibTeX

@article{raju2024dnn,
  title={DNN-BP: a novel framework for cuffless blood pressure measurement from optimal PPG features using deep learning model},
  author={Raju, SM Taslim Uddin and Dipto, Safin Ahmed and Hossain, Md Imran and Chowdhury, Md Abu Shahid and Haque, Fabliha and Nashrah, Ayesha Tun and Nishan, Araf and Khan, Md Mahamudul Hasan and Hashem, MMA},
  journal={Medical \& Biological Engineering \& Computing},
  volume={62},
  number={12},
  pages={3687--3708},
  year={2024},
  publisher={Springer}
}

Journal Quartile – Q2

Heliyon, Elsevier

A Continuous Cuffless Blood Pressure Measurement from Optimal PPG Characteristic Features using Machine Learning Algorithms

Araf Nishan, S M Taslim Uddin Raju, Md Imran Hossain, Safin Ahmed Dipto, Asif Sijan, S. M. Tanvir Uddin, Md. Abu Shahid Chowdhury, and Md Mahamudul Hasan Khan

Heliyon, Elsevier, 2024

PDF Dataset BibTeX

@article{nishan2024continuous,
   title={A continuous cuffless blood pressure measurement from optimal PPG characteristic features using machine learning algorithms},
   author={Nishan, Araf and Raju, SM Taslim Uddin and Hossain, Md Imran and Dipto, Safin Ahmed and Uddin, SM Tanvir and Sijan, Asif and Chowdhury, Md Abu Shahid and Ahmad, Ashfaq and Khan, Md Mahamudul Hasan},
   journal={Heliyon},
   volume={10},
   number={6},
   year={2024},
   publisher={Elsevier}
 }

Journal Quartile – Q1

IEEE ACCESS

A Novel Technique for Non-Invasive Measurement of Human Blood Component Levels from Fingertip Video Using DNN Based Models

Md. Rezwanul Haque, S M Taslim Uddin Raju, Md. Asaf-uddowla Golap, M. M. A. Hashem

IEEE ACCESS, 2021

PDF BibTeX

@article{haque2021novel,
  title={A novel technique for non-invasive measurement of human blood component levels from fingertip video using DNN based models},
  author={Haque, Md Rezwanul and Raju, SM Taslim Uddin and Golap, Md Asaf-Uddowla and Hashem, MMA},
  journal={IEEE Access},
  volume={9},
  pages={19025--19042},
  year={2021},
  publisher={IEEE}
}

Journal Quartile – Q1

BSPC, Elsevier

Hemoglobin and Glucose Level Estimation from PPG Characteristics Features of Fingertip Video Using MGGP-Based Mode

Md. Rezwanul Haque, S M Taslim Uddin Raju, Md. Asaf-uddowla Golap, M. M. A. Hashem

Biomedical Signal Processing and Control, Elsevier, 2021

PDF BibTeX

@article{golap2021hemoglobin,
   title={Hemoglobin and glucose level estimation from PPG characteristics features of fingertip video using MGGP-based model},
   author={Golap, Md Asaf-uddowla and Raju, SM Taslim Uddin and Haque, Md Rezwanul and Hashem, MMA},
   journal={Biomedical Signal Processing and Control},
   volume={67},
   pages={102478},
   year={2021},
   publisher={Elsevier}
 }

Journal Quartile – Q1

An Approach for Demand Forecasting in Steel Industries Using Ensemble Learning

S. M. Taslim Uddin Raju, Amlan Sarker, Apurba Das, Md. Milon Islam, Mabrook S. Al-Rakhami, Atif M. Al-Amri, Tasniah Mohiuddin, Fahad R. Albogamy

Complexity, Hindawi, 2022

PDF BibTeX

@article{raju2022approach,
   title={An approach for demand forecasting in steel industries using ensemble learning},
   author={Raju, SM Taslim Uddin and Sarker, Amlan and Das, Apurba and Islam, Md Milon and Al-Rakhami, Mabrook S and Al-Amri, Atif M and Mohiuddin, Tasniah and Albogamy, Fahad R},
   journal={Complexity},
   volume={2022},
   number={1},
   pages={9928836},
   year={2022},
   publisher={Wiley Online Library}
 }

Journal Quartile – Q1

BSPC, Elsevier

Dermo-DOCTOR: A Framework for Concurrent Skin Lesion Detection and Recognition Using a Deep Convolutional Neural Network With End-to-End Dual Encoders

Md. Kamrul Hasan, Shidhartho Roy, Chayan Mondal, Md. Ashraful Alam, Md. Toufick E Elahi, Aishwariya Dutta, S. M. Taslim Uddin Raju, Md. Tasnim Jawad, Mohiuddin Ahmad

Biomedical Signal Processing and Control, Elsevier, 2021

PDF BibTeX

@article{hasan2021dermo,
title={Dermo-DOCTOR: A framework for concurrent skin lesion detection and recognition using a deep convolutional neural network with end-to-end dual encoders},
author={Hasan, Md Kamrul and Roy, Shidhartho and Mondal, Chayan and Alam, Md Ashraful and Elahi, Md Toufick E and Dutta, Aishwariya and Raju, SM Taslim Uddin and Jawad, Md Tasnim and Ahmad, Mohiuddin},
journal={Biomedical Signal Processing and Control},
volume={68},
pages={102661},
year={2021},
publisher={Elsevier}
  }

Journal Quartile – Q1

ICCIT

A Novel Framework for Enhancing Sensor Data Analysis: Label-Preserving Augmentation and Probabilistic Balancing

MD Jamil, Saimoon Oman, S. M. Taslim Uddin Raju, Fatema Soshi

International Conference on Computer and Information Technology (ICCIT), 2023

PDF Dataset BibTeX

@inproceedings{jamil2023novel,
title={A Novel Framework for Enhancing Sensor Data Analysis: Label-Preserving Augmentation and Probabilistic Balancing},
author={Jamil, MD and Oman, Saimoon and Raju, SM Taslim Uddin and Soshi, Fatema},
booktitle={2023 26th International Conference on Computer and Information Technology (ICCIT)},
pages={1--6},
year={2023},
organization={IEEE}
}

ICCIT

Mobile Application to Collect Data and Measure Blood Component Level in a Non-Invasive Way

Humaira Neha, Sadman Sakib, Farhan Sadaf, S. M. Taslim Uddin Raju

International Conference on Computer and Information Technology (ICCIT), 2023

PDF BibTeX

@inproceedings{neha2023mobile,
title={Mobile Application to Collect Data and Measure Blood Component Level in a Non-Invasive Way},
author={Neha, Humaira and Sakib, Sadman and Sadaf, Farhan and Raju, SM Taslim Uddin},
booktitle={2023 26th International Conference on Computer and Information Technology (ICCIT)},
pages={1--6},
year={2023},
organization={IEEE}
 }

BIM

A Novel Technique for Classification of Motor Imagery EEG Signal Based on Deep Learning Approaches

Lamia Hossain, Ilma Hossain, S. M. Taslim Uddin Raju, Md. Shahidul Salim, and Joy Saha

2nd International Conference on Big Data, IoT and Machine Learning (BIM) 2023

PDF BibTeX

@article{hossain2025novel,
title={A Novel Technique for Classification of Motor Imagery EEG Signal Based on Deep Learning Approaches},
author={Hossain, Lamia and Hossain, Ilma and Raju, SM Taslim Uddin and Salim, Md Shahidul and Saha, Joy},
journal={Intelligent Networks and Systems: Advanced Technologies and Applications},
pages={52},
year={2025},
publisher={CRC Press}
  }

NCIM

BCL: A Branched CNN-LSTM Architecture for Human Activity Recognition Using Smartphone Sensors

Saimoon Al Farshi Oman, Md. Nafis Jamil, and S. M. Taslim Uddin Raju

International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), 2023

PDF Presentation BibTeX

@inproceedings{oman2023bcl,
 title={Bcl: A branched cnn-lstm architecture for human activity recognition using smartphone sensors},
 author={Oman, Saimoon Al Farshi and Jamil, Md Nafis and Raju, SM Taslim Uddin},
 booktitle={2023 International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM)},
 pages={1--5},
 year={2023},
 organization={IEEE}
 }

NCIM

A Deep Learning Approach for Non-Invasive Hypertension Classification from PPG Signal

Rifah Tasnim Haque Promi, Rezwana Akter Nazri, Md. Shahidul Salim, and S. M. Taslim Uddin Raju

International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), 2023

PDF BibTeX

@inproceedings{promi2023deep,
title={A Deep Learning Approach for Non-Invasive Hypertension Classification from PPG Signal},
author={Promi, Rifah Tasnim Haque and Nazri, Rezwana Akter and Salim, Md Shahidul and Raju, SM Taslim Uddin},
booktitle={2023 International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM)},
pages={1--5},
year={2023},
organization={IEEE}
}

ICECTE

Real-Time Hemoglobin Measurement Using Smartphone Video and Artificial Neural Network

S. M. Taslim Uddin Raju and M.M.A Hashem

International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), 2022

PDF BibTeX

@inproceedings{raju2022real,
title={Real-time hemoglobin measurement using smartphone video and artificial neural network},
author={Raju, SM Taslim Uddin and Hashem, MMA},
booktitle={2022 4th International Conference on Electrical, Computer \& Telecommunication Engineering (ICECTE)},
pages={139--142},
year={2022},
organization={IEEE}
}

ICCIT

DNN Based Blood Glucose Level Estimation Using PPG Characteristic Features of Smartphone Videos

S. M. Taslim Uddin Raju and M.M.A Hashem

International Conference on Computer and Information Technology (ICCIT), 2022

PDF BibTeX

@inproceedings{raju2022dnn,
  title={DNN Based Blood Glucose Level Estimation Using PPG Characteristic Features of Smartphone Videos},
  author={Raju, SM Taslim Uddin and Hashem, MMA},
  booktitle={2022 25th International Conference on Computer and Information Technology (ICCIT)},
  pages={13--18},
  year={2022},
  organization={IEEE}
}

ICCIT

Blood Donor Arrival Forecasting Using Regression Model and Analysis of Donor Behavioural Pattern

Towsif Ahamed, Md. Nazrul Islam, S. M. Taslim Uddin Raju, and M. M. A. Hashem

International Conference on Computer and Information Technology (ICCIT), 2022

PDF BibTeX

@inproceedings{ahamed2022blood,
title={Blood donor arrival forecasting using regression model and analysis of donor behavioural pattern},
author={Ahamed, Towsif and Islam, Md Nazrul and Raju, SM Taslim Uddin and Hashem, MMA},
booktitle={2022 25th International Conference on Computer and Information Technology (ICCIT)},
pages={897--902},
year={2022},
organization={IEEE}
}

ICEEE

Offline Bangla Handwritten Text Recognition: A Comprehensive Study of Various Deep Learning Approaches

Farhan Sadaf, S. M. Taslim Uddin Raju, and Abdul Muntakim

International Conference on Electrical & Electronic Engineering (ICEEE), 2021

PDF BibTeX

@inproceedings{sadaf2021offline,
   title={Offline bangla handwritten text recognition: A comprehensive study of various deep learning approaches},
   author={Sadaf, Farhan and Raju, SM Taslim Uddin and Muntakim, Abdul},
   booktitle={2021 3rd International Conference on Electrical \& Electronic Engineering (ICEEE)},
   pages={153--156},
   year={2021},
   organization={IEEE}
 }

ICACCS

Classification of Diabetic Retinopathy Using Few-Shot Transfer Learning from Imbalanced Data

Anik Ghosh, A. B. M. Aowlad Hossain, S. M. Taslim Uddin Raju

International Conference on Advanced Computing and Communication Systems (ICACCS), 2021

PDF BibTeX

@inproceedings{ghosh2021classification,
  title={Classification of diabetic retinopathy using few-shot transfer learning from imbalanced data},
  author={Ghosh, Anik and Hossain, ABM Aowlad and Raju, SM Taslim Uddin},
  booktitle={2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS)},
  volume={1},
  pages={78--83},
  year={2021},
  organization={IEEE}
}

SNCS

Scalable Telehealth Services to Combat Novel Coronavirus (COVID-19) Pandemic

Shah Muhammad Azmat Ullah, Md. Milon Islam, Saifuddin Mahmud, Sheikh Nooruddin, S. M. Taslim Uddin Raju, and Md. Rezwanul Haque

SN Computer Science, Springer, 2021

PDF BibTeX

@article{ullah2021scalable,
  title={Scalable telehealth services to combat novel coronavirus (COVID-19) pandemic},
  author={Ullah, Shah Muhammad Azmat and Islam, Md Milon and Mahmud, Saifuddin and Nooruddin, Sheikh and Raju, SM Taslim Uddin and Haque, Md Rezwanul},
  journal={SN Computer Science},
  volume={2},
  pages={1--8},
  year={2021},
  publisher={Springer}
}

SNCS

Breathing Aid Devices to Support Novel Coronavirus (COVID-19)Infected Patients

Md. Milon Islam, Shah Muhammad Azmat Ullah, Saifuddin Mahmud, and S. M. Taslim Uddin Raju

SN Computer Science, Springer, 2020

PDF BibTeX

@article{islam2020breathing,
 title={Breathing aid devices to support novel coronavirus (COVID-19) infected patients},
 author={Islam, Md Milon and Ullah, Shah Muhammad Azmat and Mahmud, Saifuddin and Raju, SM Taslim Uddin},
 journal={SN computer science},
 volume={1},
 pages={1--8},
 year={2020},
 publisher={Springer}
 }

Posters/Workshop

ICCV 2025 Workshop

A Signer-Invariant Conformer and Multi-Scale Fusion Transformer for Continuous Sign Language Recognition

Md Rezwanul Haque, Md. Milon Islam, S M Taslim Uddin Raju, Fakhri Karray

International Conference on Computer Vision, ICCV 2025

PDF Presentation BibTeX

@article{haque2025signer,
  title={A Signer-Invariant Conformer and Multi-Scale Fusion Transformer for Continuous Sign Language Recognition},
  author={Haque, Md Rezwanul and Islam, Md Milon and Raju, SM and Karray, Fakhri},
  journal={arXiv preprint arXiv:2508.09372},
  year={2025}
}

Oral Presentation

ICCV 2025 Workshop

FusionEnsemble-Net: An Attention-Based Ensemble of Spatiotemporal Networks for Multimodal Sign Language Recognition

Md. Milon Islam, Md Rezwanul Haque, S M Taslim Uddin Raju, Fakhri Karray

International Conference on Computer Vision, ICCV 2025

PDF Presentation BibTeX

@article{islam2025fusionensemble,
  title={FusionEnsemble-Net: An Attention-Based Ensemble of Spatiotemporal Networks for Multimodal Sign Language Recognition},
  author={Islam, Md Milon and Haque, Md Rezwanul and Raju, SM and Karray, Fakhri},
  journal={arXiv preprint arXiv:2508.09362},
  year={2025}
}

Oral Presentation

PyCon US

Development of a Novel Non-invasive Smartphone-Based Blood Components Estimation Technique Using Python

S M Taslim Uddin Raju, and M.M.A Hashem

PyCon US, 2023

PDF Presentation Oral Presentation

Book Chapter

Elsevier

Internet of Health Things: an introduction

Md Milon Islam, S M Taslim Uddin Raju, Sheikh Nooruddin, Fakhri Karray, and Ghulam Muhammad

In Blockchain and Digital Twin for Smart Healthcare, Elsevier, 2025

PDF Dataset BibTeX

@incollection{islam2025internet,
title={Internet of Health Things: an introduction},
author={Islam, Md Milon and Raju, SM Taslim Uddin and Nooruddin, Sheikh and Karray, Fakhri and Muhammad, Ghulam},
booktitle={Blockchain and Digital Twin for Smart Healthcare},
pages={19--44},
year={2025},
publisher={Elsevier}
}