Issue 5/2022
Advances in Deep Learning for Clinical and Healthcare Applications
Content (14 Articles)
TraMiner: Vision-Based Analysis of Locomotion Traces for Cognitive Assessment in Smart-Homes
Samaneh Zolfaghari, Elham Khodabandehloo, Daniele Riboni
Cascade Regression-Based Face Frontalization for Dynamic Facial Expression Analysis
Yiming Wang, Xinghui Dong, Gongfa Li, Junyu Dong, Hui Yu
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
Automatic Detection of Melanins and Sebums from Skin Images Using a Generative Adversarial Network
Lun Hu, Qiang Chen, Liyuan Qiao, Le Du, Rui Ye
A Novel IoT-Fog-Cloud-based Healthcare System for Monitoring and Preventing Encephalitis
Munish Bhatia, Sapna Kumari
Deep Transfer Learning for Improved Detection of Keratoconus using Corneal Topographic Maps
Ali H. Al-Timemy, Nebras H. Ghaeb, Zahraa M. Mosa, Javier Escudero
A Novel Probabilistic-Based Deep Neural Network: Toward the Selection of Wart Treatment
Abinash Mishra, Srinivasulu Reddy Uyyala, Venkataswamy Reddy A
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
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, Chinmay Chakraborty
A Comparison of Deep Learning Techniques for Arterial Blood Pressure Prediction
Annunziata Paviglianiti, Vincenzo Randazzo, Stefano Villata, Giansalvo Cirrincione, Eros Pasero
Deep Learning Approach for Early Detection of Alzheimer’s Disease
Hadeer A. Helaly, Mahmoud Badawy, Amira Y. Haikal
Dense Tissue Pattern Characterization Using Deep Neural Network
Indrajeet Kumar, Abhishek Kumar, V D Ambeth Kumar, Ramani Kannan, Vrince Vimal, Kamred Udham Singh, Mufti Mahmud
Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images
Anas M. Tahir, Yazan Qiblawey, Amith Khandakar, Tawsifur Rahman, Uzair Khurshid, Farayi Musharavati, M. T. Islam, Serkan Kiranyaz, Somaya Al-Maadeed, Muhammad E. H. Chowdhury
Automated Detection Approaches to Autism Spectrum Disorder Based on Human Activity Analysis: A Review
Sejuti Rahman, Syeda Faiza Ahmed, Omar Shahid, Musabbir Ahmed Arrafi, M. A. R. Ahad