Data Modeling

Mathematical and Computational Data Modeling
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Data Modeling

Volume 1 Number 1 2020

Data Modeling

Data Modeling

Descriptive Table of Contents


Research Article

(Unspecified)

Research Article | (Unspecified) Published online 25 December 2020

Federated Learning-Based Movie Genre Prediction from Multimodal Content Using Deep Learning: A Privacy-Preserving Approach

Zulkarnain Saurav1*

pp. 1-9
Views: 20 | Downloads: 0

Bridges multimodal deep learning and federated privacy, offering scalable, trustworthy genre prediction for real-world streaming systems.

Abstract | Full Text |PDF (351 KB) | Open Access Article

  

Research Article | (Unspecified) Published online 14 June 2020

Brain-Tech Fusion: A Survey-Based Assessment of Depression Severity and the Case for Integrating Neuromodulatory Interventions in Treatment-Resistant Care

Kamruzzaman Mithu 1*, Khandahar A. Mamun 1

pp. 1-9
Views: 9 | Downloads: 0

Screening even 300 people uncovered a severe-depression subgroup at real risk — suggesting early, low-cost detection could meaningfully guide timely intervention.

Abstract | Full Text |PDF (191 KB) | Open Access Article

  

Research Article | (Unspecified) Published online 15 March 2020

Automated Liver Segmentation from T1-Weighted Abdominal MRI Using UNet++ with DenseNet Backbones: A Comparative Enhancement-Driven Approach

Kamruzzaman Mithu 1*

pp. 1-11
Views: 5 | Downloads: 0

Bridges the MRI-CT segmentation performance gap through targeted image enhancement, advancing reliable, MRI-based AI diagnostic support for liver pathology.

Abstract | Full Text |PDF (350 KB) | Open Access Article