Data Modeling

Mathematical and Computational Data Modeling
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Data Modeling

Volume 1 Number 1 2020


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: 118 | 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 25 November 2020

Predicting Prediabetes from Simple Clinical Questionnaires: A Machine Learning Approach Using K-Nearest Neighbors and Decision Tree Models

Kamruzzaman Mithu 1*

pp. 1-11
Views: 17 | Downloads: 0

Simple, low-cost machine learning models using accessible health data could help identify prediabetic individuals earlier, enabling timely intervention before diabetes develops.

Abstract | Full Text |PDF (205 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: 102 | 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: 84 | 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

  

Reviews

(Unspecified)

Reviews | (Unspecified) Published online 11 November 2020

Controlling Outbreaks of Acute Contagious Conjunctivitis Infection: A Diagnostic Review and Proposal for Mobile-Based Screening

Kamruzzaman Mithu 1*

pp. 1-14
Views: 4 | Downloads: 0

Clarifies persistent diagnostic uncertainty in conjunctivitis and proposes an accessible mobile screening approach to reduce antibiotic overuse and outbreak spread.

Abstract | Full Text |PDF (2 MB) | Open Access Article

  
Reviews | (Unspecified) Published online 25 September 2020

Bridging the Gap: Primary Health Care and Chronic Illness Management Among Slum Dwellers in Bangladesh — A Review and Care Management Framework

Kamruzzaman Mithu 1*

pp. 1-11
Views: 2 | Downloads: 0

Offers a grounded, context-sensitive care management framework addressing chronic illness gaps among Bangladesh's slum populations, informing more equitable primary health care policy.

Abstract | Full Text |PDF (312 KB) | Open Access Article

  

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