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Research and Publications

Research & Publications

Academic contributions spanning medical imaging, explainable AI, green computing, and post-quantum cryptography.

Peer Reviewed
IEEE & Elsevier & Springer
Open to Collaborate

10

Total Papers

1

Published

40

Research Areas

10 papers
SADAP: Optimizing Hybrid Padding Strategies in Post-Quantum TLS to Mitigate Handshake Fingerprinting and Addressing Privacy-Bandwidth Trade-offs
01
Research Paper

SADAP: Optimizing Hybrid Padding Strategies in Post-Quantum TLS to Mitigate Handshake Fingerprinting and Addressing Privacy-Bandwidth Trade-offs

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CryptographySecurityPost-QuantumPadding
TumorXAI: Self-Supervised Deep Learning Framework for Explainable Brain MRI Tumor Classification
02
Published
Research Paper

TumorXAI: Self-Supervised Deep Learning Framework for Explainable Brain MRI Tumor Classification

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Medical AIXAIDeep LearningMRI
GreenNet: Design-Time Compactness Outperforms Post-Hoc Compression for Sustainable Edge AI with Comprehensive Multicriteria Evaluation
03
Research Paper

GreenNet: Design-Time Compactness Outperforms Post-Hoc Compression for Sustainable Edge AI with Comprehensive Multicriteria Evaluation

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Green AICNNEdge AIKnowledge DistillationPruning
Calibrated Parameter-Efficient Multimodal Speech-Text Fusion for Bengali Regional Dialect and Standard Colloquial Bengali Classification
04
Research Paper

Calibrated Parameter-Efficient Multimodal Speech-Text Fusion for Bengali Regional Dialect and Standard Colloquial Bengali Classification

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MultimodalFusionTransformersSpeech ProcessingBengali
SentiVec: Sentiment-Aware Vector-Based Review Retrieval System with Four-Way Cross-Dataset Validation
05
Research Paper

SentiVec: Sentiment-Aware Vector-Based Review Retrieval System with Four-Way Cross-Dataset Validation

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NLPSentiment AnalysisVector RetrievalIR
BYOLO-Palm: Self-Supervised Multi-Attribute Date Palm Detection for Scalable UAV-Based Health Monitoring
06
Research Paper

BYOLO-Palm: Self-Supervised Multi-Attribute Date Palm Detection for Scalable UAV-Based Health Monitoring

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Computer VisionYOLOSelf-SupervisedDrone
Self-supervised computer vision system for real-time human safety and behavior monitorin
07
Research Paper

Self-supervised computer vision system for real-time human safety and behavior monitorin

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AIComputer VisionSSLYOLOv12DINOv3Safety AnalyticsReal-time
Federated Learning for Magnetic Resonance Imaging: A Systematic Review of Privacy Assurance, Cross-Site Generalization, and Clinical Readiness
08
Research Paper

Federated Learning for Magnetic Resonance Imaging: A Systematic Review of Privacy Assurance, Cross-Site Generalization, and Clinical Readiness

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Federated LearningMRIPrivacyClinical AI
GastroVisionNet: An Attention-Based CNN for Gastric Cancer Classification with XAI
09
Research Paper

GastroVisionNet: An Attention-Based CNN for Gastric Cancer Classification with XAI

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Medical AIAttentionXAICancer Detection
Explainable Spatial AI Framework for Targeted Groundwater Arsenic Testing in Bangladesh
10
Research Paper

Explainable Spatial AI Framework for Targeted Groundwater Arsenic Testing in Bangladesh

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Spatial AIXAIGroundwater Arsenic TestingBangladesh

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