[HTML][HTML] High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images

FMJM Shamrat, S Azam, A Karim, K Ahmed… - Computers in Biology …, 2023 - Elsevier
In this study, multiple lung diseases are diagnosed with the help of the Neural Network
algorithm. Specifically, Emphysema, Infiltration, Mass, Pleural Thickening, Pneumonia …

[HTML][HTML] Polycystic Ovary Syndrome: Pathophysiology and Controversies in Diagnosis

D Fahs, D Salloum, M Nasrallah, G Ghazeeri - Diagnostics, 2023 - mdpi.com
Polycystic ovary syndrome (PCOS) is a complex and heterogeneous disorder that commonly
affects women in the reproductive age group. The disorder has features that propose a …

Applications of Artificial Intelligent and Machine Learning Techniques in Image Processing

S Boopathi, UK Kanike - … of Research on Thrust Technologies' Effect …, 2023 - igi-global.com
This chapter explores the role of AI and machine learning (ML) in image processing,
focusing on their applications. It covers AI techniques like supervised learning, unsupervised …

[HTML][HTML] Diagnostic performance of artificial intelligence-assisted PET imaging for Parkinson's disease: a systematic review and meta-analysis

J Wang, L Xue, J Jiang, F Liu, P Wu, J Lu… - NPJ Digital …, 2024 - nature.com
Artificial intelligence (AI)-assisted PET imaging is emerging as a promising tool for the
diagnosis of Parkinson's disease (PD). We aim to systematically review the diagnostic …

Two‐Stage Hybrid Approach of Deep Learning Networks for Interstitial Lung Disease Classification

SP Pawar, SN Talbar - BioMed Research International, 2022 - Wiley Online Library
High‐resolution computed tomography (HRCT) images in interstitial lung disease (ILD)
screening can help improve healthcare quality. However, most of the earlier ILD …

Techniques for the Detection of Skin Lesions in PH2 Dermoscopy Images Using Local Binary Pattern (LBP)

EM Senan, ME Jadhav - Recent Trends in Image Processing and Pattern …, 2021 - Springer
Skin lesion is the most deadly skin disease in humans, it arises as a result of disorders in the
pigment cells, which is produced by a pigment known as melanin. This disease can be …

Machine learning-enabled repurposing and design of antifouling polymer brushes

Y Liu, D Zhang, Y Tang, Y Zhang, X Gong, S Xie… - Chemical Engineering …, 2021 - Elsevier
Rational development of antifouling materials is of great importance for fundamental
research and real-world applications. However, current experimental designs and …

Design new wavelet filter for detection and grading of non-proliferative diabetic retinopathy lesions

Y Rajput, SA Hannan, D Patil, R Manza - Recent Trends in Image …, 2021 - Springer
WHO projects that diabetes will be the 7 th major cause leading death in 2030. Diabetic
Retinopathy caused by leakage of blood or fluid from the retinal blood vessels and it will …

Two-stream collaborative network for multi-label chest X-ray Image classification with lung segmentation

B Chen, Z Zhang, J Lin, Y Chen, G Lu - Pattern Recognition Letters, 2020 - Elsevier
Automated chest X-ray (CXR) image analysis is often subject to serious disruption and
misguided by its imaging artifacts and noise regions. To minimize such negative effects …

Artificial intelligence modeling-based optimization of an industrial-scale steam turbine for moving toward net-zero in the energy sector

WM Ashraf, GM Uddin, R Tariq, A Ahmed, M Farhan… - ACS …, 2023 - ACS Publications
Augmentation of energy efficiency in the power generation systems can aid in decarbonizing
the energy sector, which is also recognized by the International Energy Agency (IEA) as a …