Advances in Deep Learning for Clinical and Healthcare Applications

In this topical collection (18 articles)

1. OriginalPaper

   Diabetic Foot Ulcer Detection: Combining Deep Learning Models for Improved Localization

   Rusab Sarmun, Muhammad E. H. Chowdhury, M. Murugappan, Ahmed Aqel… Pages 1-19

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2. OriginalPaper

   Towards Automated Optimization of Residual Convolutional Neural Networks for Electrocardiogram Classification

   Zeineb Fki, Boudour Ammar, Mounir Ben Ayed Pages 1-11

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3. 

   OriginalPaper

   A Novel Discrete Deep Learning–Based Cancer Classification Methodology

   Marzieh Soltani, Mehdi Khashei, Negar Bakhtiarvand Pages 1-19

4. OriginalPaper

   TB-CXRNet: Tuberculosis and Drug-Resistant Tuberculosis Detection Technique Using Chest X-ray Images

   Tawsifur Rahman, Amith Khandakar, Ashiqur Rahman, Susu M. Zughaier… Pages 1-20

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5. OriginalPaper

   A Fuzzy Ensemble-Based Deep learning Model for EEG-Based Emotion Recognition

   Trishita Dhara, Pawan Kumar Singh, Mufti Mahmud Pages 1-15

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6. OriginalPaper

   TraMiner: Vision-Based Analysis of Locomotion Traces for Cognitive Assessment in Smart-Homes

   Samaneh Zolfaghari, Elham Khodabandehloo, Daniele Riboni Pages 1549-1570

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7. OriginalPaper

   Cascade Regression-Based Face Frontalization for Dynamic Facial Expression Analysis

   Yiming Wang, Xinghui Dong, Gongfa Li, Junyu Dong, Hui Yu Pages 1571-1584

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8. OriginalPaper

   What You Say or How You Say It? Depression Detection Through Joint Modeling of Linguistic and Acoustic Aspects of Speech

   Nujud Aloshban, Anna Esposito, Alessandro Vinciarelli Pages 1585-1598

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9. 

   OriginalPaper

   Automatic Detection of Melanins and Sebums from Skin Images Using a Generative Adversarial Network

   Lun Hu, Qiang Chen, Liyuan Qiao, Le Du, Rui Ye Pages 1599-1608

10. 

    OriginalPaper

    A Novel IoT-Fog-Cloud-based Healthcare System for Monitoring and Preventing Encephalitis

    Munish Bhatia, Sapna Kumari Pages 1609-1626

11. OriginalPaper

    Deep Transfer Learning for Improved Detection of Keratoconus using Corneal Topographic Maps

    Ali H. Al-Timemy, Nebras H. Ghaeb, Zahraa M. Mosa, Javier Escudero Pages 1627-1642

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12. 

    OriginalPaper

    A Novel Probabilistic-Based Deep Neural Network: Toward the Selection of Wart Treatment

    Abinash Mishra, Srinivasulu Reddy Uyyala, Venkataswamy Reddy A Pages 1643-1659

13. 

    OriginalPaper

    A Novel Approach for Tuning of Fluidic Resistance in Deterministic Lateral Displacement Array for Enhanced Separation of Circulating Tumor Cells

    Rituraj Bhattacharjee, R. Kumar, Fadi Al-Turjman Pages 1660-1676

14. OriginalPaper

    Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network

    Javaria Amin, Muhammad Sharif, Nadia Gul, Seifedine Kadry… Pages 1677-1688

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15. OriginalPaper

    A Comparison of Deep Learning Techniques for Arterial Blood Pressure Prediction

    Annunziata Paviglianiti, Vincenzo Randazzo, Stefano Villata… Pages 1689-1710

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16. OriginalPaper

    Deep Learning Approach for Early Detection of Alzheimer’s Disease

    Hadeer A. Helaly, Mahmoud Badawy, Amira Y. Haikal Pages 1711-1727

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17. OriginalPaper

    Dense Tissue Pattern Characterization Using Deep Neural Network

    Indrajeet Kumar, Abhishek Kumar, V D Ambeth Kumar, Ramani Kannan… Pages 1728-1751

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18. 

    OriginalPaper

    Automated Detection Approaches to Autism Spectrum Disorder Based on Human Activity Analysis: A Review

    Sejuti Rahman, Syeda Faiza Ahmed, Omar Shahid… Pages 1773-1800