Cargando…

Advances Towards Automatic Detection and Classification of Parasites Microscopic Images Using Deep Convolutional Neural Network: Methods, Models and Research Directions

In the developing world, parasites are responsible for causing several serious health problems, with relatively high infections in human beings. The traditional manual light microscopy process of parasite recognition remains the golden standard approach for the diagnosis of parasitic species, but th...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kumar, Satish, Arif, Tasleem, Alotaibi, Abdullah S., Malik, Majid B., Manhas, Jatinder
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer Netherlands 2022
Materias:	Review Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9734923/ https://www.ncbi.nlm.nih.gov/pubmed/36531561 http://dx.doi.org/10.1007/s11831-022-09858-w

Ejemplares similares

Automatic classification of cells in microscopic fecal images using convolutional neural networks
por: Du, Xiaohui, et al.
Publicado: (2019)

Automatic identification of intestinal parasites in reptiles using microscopic stool images and convolutional neural networks
por: Parra, Carla, et al.
Publicado: (2022)

Automated Bacterial Classifications Using Machine Learning Based Computational Techniques: Architectures, Challenges and Open Research Issues
por: Kotwal, Shallu, et al.
Publicado: (2021)

Automatic anatomical classification of esophagogastroduodenoscopy images using deep convolutional neural networks
por: Takiyama, Hirotoshi, et al.
Publicado: (2018)

Automatic anatomical classification of colonoscopic images using deep convolutional neural networks
por: Saito, Hiroaki, et al.
Publicado: (2020)

Microscopic nuclei classification, segmentation, and detection with improved deep convolutional neural networks (DCNN)
por: Alom, Zahangir, et al.
Publicado: (2022)

Deep Convolution Neural Network for Malignancy Detection and Classification in Microscopic Uterine Cervix Cell Images
por: B, Shanthi P, et al.
Publicado: (2019)

Study on automatic detection and classification of breast nodule using deep convolutional neural network system
por: Wang, Feiqian, et al.
Publicado: (2020)

Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes
por: Burgos-Artizzu, Xavier P., et al.
Publicado: (2020)

Automatic classification of ovarian cancer types from cytological images using deep convolutional neural networks
por: Wu, Miao, et al.
Publicado: (2018)

Automatic and Accurate Sleep Stage Classification via a Convolutional Deep Neural Network and Nanomembrane Electrodes
por: Kwon, Kangkyu, et al.
Publicado: (2022)

Fully automatic wound segmentation with deep convolutional neural networks
por: Wang, Chuanbo, et al.
Publicado: (2020)

Classification of scanning electron microscope images of pharmaceutical excipients using deep convolutional neural networks with transfer learning
por: Iwata, Hiroaki, et al.
Publicado: (2022)

Optimization of convolutional neural network hyperparameters for automatic classification of adult mosquitoes
por: Motta, Daniel, et al.
Publicado: (2020)

Automatic Classification Framework of Tongue Feature Based on Convolutional Neural Networks
por: Li, Jiawei, et al.
Publicado: (2022)

Automated Truck Taxonomy Classification Using Deep Convolutional Neural Networks
por: Almutairi, Abdullah, et al.
Publicado: (2022)

Classification for avian malaria parasite Plasmodium gallinaceum blood stages by using deep convolutional neural networks
por: Kittichai, Veerayuth, et al.
Publicado: (2021)

Author Correction: Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes
por: Burgos-Artizzu, Xavier P., et al.
Publicado: (2022)

Automatic Detection and Classification of Focal Liver Lesions Based on Deep Convolutional Neural Networks: A Preliminary Study
por: Zhou, Jiarong, et al.
Publicado: (2021)

Gas Classification Using Deep Convolutional Neural Networks
por: Peng, Pai, et al.
Publicado: (2018)

Machine Learning and Deep Learning Based Computational Approaches in Automatic Microorganisms Image Recognition: Methodologies, Challenges, and Developments
por: Rani, Priya, et al.
Publicado: (2021)

Precise automatic classification of 46 different pollen types with convolutional neural networks
por: Sevillano, Víctor, et al.
Publicado: (2020)

Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network
por: Wang, Tao, et al.
Publicado: (2021)

Automatic Classification for Sagittal Craniofacial Patterns Based on Different Convolutional Neural Networks
por: Li, Haizhen, et al.
Publicado: (2022)

Plant Disease Classification: A Comparative Evaluation of Convolutional Neural Networks and Deep Learning Optimizers
por: Saleem, Muhammad Hammad, et al.
Publicado: (2020)

Convolutional neural network for cell classification using microscope images of intracellular actin networks
por: Oei, Ronald Wihal, et al.
Publicado: (2019)

Automatic Triage of 12‐Lead ECGs Using Deep Convolutional Neural Networks
por: van de Leur, Rutger R., et al.
Publicado: (2020)

Automatic mandibular canal detection using a deep convolutional neural network
por: Kwak, Gloria Hyunjung, et al.
Publicado: (2020)

Automatic Detection and Segmentation of Colorectal Cancer with Deep Residual Convolutional Neural Network
por: Akilandeswari, A., et al.
Publicado: (2022)

Automatic Identification of Depression Using Facial Images with Deep Convolutional Neural Network
por: Kong, Xinru, et al.
Publicado: (2022)

An improved multi-input deep convolutional neural network for automatic emotion recognition
por: Chen, Peiji, et al.
Publicado: (2022)

Classification of crystallization outcomes using deep convolutional neural networks
por: Bruno, Andrew E., et al.
Publicado: (2018)

Automatic classification of cervical cancer from cytological images by using convolutional neural network
por: Wu, Miao, et al.
Publicado: (2018)

Automatic classification of esophageal lesions in endoscopic images using a convolutional neural network
por: Liu, Gaoshuang, et al.
Publicado: (2020)

Automatic classification of mice vocalizations using Machine Learning techniques and Convolutional Neural Networks
por: Premoli, Marika, et al.
Publicado: (2021)

Automatic classification of medical image modality and anatomical location using convolutional neural network
por: Chiang, Chen-Hua, et al.
Publicado: (2021)

Automatic Detection of Cracks in Cracked Tooth Based on Binary Classification Convolutional Neural Networks
por: Guo, Juncheng, et al.
Publicado: (2022)

Position Classification of the Endotracheal Tube with Automatic Segmentation of the Trachea and the Tube on Plain Chest Radiography Using Deep Convolutional Neural Network
por: Jung, Heui Chul, et al.
Publicado: (2022)

Design of a Convolutional Neural Network as a Deep Learning Tool for the Automatic Classification of Small-Bowel Cleansing in Capsule Endoscopy
por: Ribeiro, Tiago, et al.
Publicado: (2023)

A Novel Application of Deep Learning (Convolutional Neural Network) for Traumatic Spinal Cord Injury Classification Using Automatically Learned Features of EMG Signal
por: Masood, Farah, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_go6vu26minlt3r3ror577siu67