Cargando…
Four Types of Multiclass Frameworks for Pneumonia Classification and Its Validation in X-ray Scans Using Seven Types of Deep Learning Artificial Intelligence Models
Background and Motivation: The novel coronavirus causing COVID-19 is exceptionally contagious, highly mutative, decimating human health and life, as well as the global economy, by consistent evolution of new pernicious variants and outbreaks. The reverse transcriptase polymerase chain reaction curre...
Autores principales: | Nillmani, Jain, Pankaj K., Sharma, Neeraj, Kalra, Mannudeep K., Viskovic, Klaudija, Saba, Luca, Suri, Jasjit S. |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8946935/ https://www.ncbi.nlm.nih.gov/pubmed/35328205 http://dx.doi.org/10.3390/diagnostics12030652 |
Ejemplares similares
-
Segmentation-Based Classification Deep Learning Model Embedded with Explainable AI for COVID-19 Detection in Chest X-ray Scans
por: , Nillmani, et al.
Publicado: (2022) -
Intra- and inter-operator reproducibility of automated cloud-based carotid lumen diameter ultrasound measurement
por: Saba, Luca, et al.
Publicado: (2018) -
Cardiovascular/Stroke Risk Stratification in Parkinson’s Disease Patients Using Atherosclerosis Pathway and Artificial Intelligence Paradigm: A Systematic Review
por: Suri, Jasjit S., et al.
Publicado: (2022) -
Ensemble Deep Learning Derived from Transfer Learning for Classification of COVID-19 Patients on Hybrid Deep-Learning-Based Lung Segmentation: A Data Augmentation and Balancing Framework
por: Dubey, Arun Kumar, et al.
Publicado: (2023) -
DermAI 1.0: A Robust, Generalized, and Novel Attention-Enabled Ensemble-Based Transfer Learning Paradigm for Multiclass Classification of Skin Lesion Images
por: Sanga, Prabhav, et al.
Publicado: (2023)