Volume 14, Issue 5

Search all Cognitive Computation articles

September 2022

Advances in Deep Learning for Clinical and Healthcare Applications

Issue Editors:

Cosimo Ieracitano,
Francesco Carlo Morabito,
Stefano Squartini,
Kaizhu Huang,
Xuelong Li,
Mufti Mahmud

14 articles in this issue

TraMiner: Vision-Based Analysis of Locomotion Traces for Cognitive Assessment in Smart-Homes
Samaneh Zolfaghari
Elham Khodabandehloo
Daniele Riboni
OriginalPaper Open access 02 February 2021 Pages: 1549 - 1570
Part of 1 collection:

Advances in Deep Learning for Clinical and Healthcare Applications
Cascade Regression-Based Face Frontalization for Dynamic Facial Expression Analysis
Yiming Wang
Xinghui Dong
Hui Yu
OriginalPaper Open access 10 February 2021 Pages: 1571 - 1584
Part of 1 collection:

Advances in Deep Learning for Clinical and Healthcare Applications
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
OriginalPaper Open access 24 February 2021 Pages: 1585 - 1598
Part of 2 collections:

Advances in Deep Learning for Clinical and Healthcare Applications

Computer Science Open Access SDG 3: Good Health and Well-Being
Automatic Detection of Melanins and Sebums from Skin Images Using a Generative Adversarial Network
Lun Hu
Qiang Chen
Rui Ye
OriginalPaper 24 April 2021 Pages: 1599 - 1608
Part of 1 collection:

Advances in Deep Learning for Clinical and Healthcare Applications
A Novel IoT-Fog-Cloud-based Healthcare System for Monitoring and Preventing Encephalitis
Munish Bhatia
Sapna Kumari
OriginalPaper 15 May 2021 Pages: 1609 - 1626
Part of 1 collection:

Advances in Deep Learning for Clinical and Healthcare Applications
Deep Transfer Learning for Improved Detection of Keratoconus using Corneal Topographic Maps
Ali H. Al-Timemy
Nebras H. Ghaeb
Javier Escudero
OriginalPaper Open access 16 June 2021 Pages: 1627 - 1642
Part of 1 collection:

Advances in Deep Learning for Clinical and Healthcare Applications
A Novel Probabilistic-Based Deep Neural Network: Toward the Selection of Wart Treatment
Abinash Mishra
Srinivasulu Reddy Uyyala
Venkataswamy Reddy A
OriginalPaper 19 June 2021 Pages: 1643 - 1659
Part of 1 collection:

Advances in Deep Learning for Clinical and Healthcare Applications
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
OriginalPaper 26 July 2021 Pages: 1660 - 1676
Part of 1 collection:

Advances in Deep Learning for Clinical and Healthcare Applications
Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network
Javaria Amin
Muhammad Sharif
Chinmay Chakraborty
OriginalPaper 10 August 2021 Pages: 1677 - 1688
Part of 1 collection:

Advances in Deep Learning for Clinical and Healthcare Applications
A Comparison of Deep Learning Techniques for Arterial Blood Pressure Prediction
Annunziata Paviglianiti
Vincenzo Randazzo
Eros Pasero
OriginalPaper Open access 27 August 2021 Pages: 1689 - 1710
Part of 2 collections:

Advances in Deep Learning for Clinical and Healthcare Applications

Computer Science Open Access SDG 3: Good Health and Well-Being
Deep Learning Approach for Early Detection of Alzheimer’s Disease
Hadeer A. Helaly
Mahmoud Badawy
Amira Y. Haikal
OriginalPaper 03 November 2021 Pages: 1711 - 1727
Part of 1 collection:

Advances in Deep Learning for Clinical and Healthcare Applications
Dense Tissue Pattern Characterization Using Deep Neural Network
Indrajeet Kumar
Abhishek Kumar
Mufti Mahmud
OriginalPaper Open access 08 January 2022 Pages: 1728 - 1751
Part of 1 collection:

Advances in Deep Learning for Clinical and Healthcare Applications
Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images
Anas M. Tahir
Yazan Qiblawey
Muhammad E. H. Chowdhury
OriginalPaper 11 January 2022 Pages: 1752 - 1772
Part of 1 collection:

Data-Driven Artificial Intelligence approaches to Combat COVID-19
Automated Detection Approaches to Autism Spectrum Disorder Based on Human Activity Analysis: A Review
Sejuti Rahman
Syeda Faiza Ahmed
M. A. R. Ahad
OriginalPaper 27 July 2021 Pages: 1773 - 1800
Part of 1 collection:

Advances in Deep Learning for Clinical and Healthcare Applications

Volume 14, Issue 5

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