Cargando…

Automatic classification of mice vocalizations using Machine Learning techniques and Convolutional Neural Networks

Ultrasonic vocalizations (USVs) analysis is a well-recognized tool to investigate animal communication. It can be used for behavioral phenotyping of murine models of different disorders. The USVs are usually recorded with a microphone sensitive to ultrasound frequencies and they are analyzed by spec...

Descripción completa

Detalles Bibliográficos
Autores principales:	Premoli, Marika, Baggi, Daniele, Bianchetti, Marco, Gnutti, Alessandro, Bondaschi, Marco, Mastinu, Andrea, Migliorati, Pierangelo, Signoroni, Alberto, Leonardi, Riccardo, Memo, Maurizio, Bonini, Sara Anna
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7815145/ https://www.ncbi.nlm.nih.gov/pubmed/33465075 http://dx.doi.org/10.1371/journal.pone.0244636

Ejemplares similares

Extended performance analysis of deep-learning algorithms for mice vocalization segmentation
por: Baggi, Daniele, et al.
Publicado: (2023)

Ultrasonic vocalizations in mice: relevance for ethologic and neurodevelopmental disorders studies
por: Premoli, Marika, et al.
Publicado: (2020)

Brain Structural and Functional Alterations in Mice Prenatally Exposed to LPS Are Only Partially Rescued by Anti-Inflammatory Treatment
por: Aria, Francesca, et al.
Publicado: (2020)

Specific profile of ultrasonic communication in a mouse model of neurodevelopmental disorders
por: Premoli, Marika, et al.
Publicado: (2019)

Zeolite Clinoptilolite: Therapeutic Virtues of an Ancient Mineral
por: Mastinu, Andrea, et al.
Publicado: (2019)

Protective Effects of Gynostemma pentaphyllum (var. Ginpent) against Lipopolysaccharide-Induced Inflammation and Motor Alteration in Mice
por: Mastinu, Andrea, et al.
Publicado: (2021)

Gamma-oryzanol Prevents LPS-induced Brain Inflammation and Cognitive Impairment in Adult Mice
por: Mastinu, Andrea, et al.
Publicado: (2019)

Cortical Structure Alterations and Social Behavior Impairment in p50-Deficient Mice
por: Bonini, Sara Anna, et al.
Publicado: (2016)

Ultrasonic Vocalizations in Adult C57BL/6J Mice: The Role of Sex Differences and Repeated Testing
por: Premoli, Marika, et al.
Publicado: (2022)

Potential Role of Microtubule Stabilizing Agents in Neurodevelopmental Disorders
por: Bonini, Sara Anna, et al.
Publicado: (2017)

The Bright Side of Psychedelics: Latest Advances and Challenges in Neuropharmacology
por: Mastinu, Andrea, et al.
Publicado: (2023)

Machine Learning Algorithms for Automatic Classification of Marmoset Vocalizations
por: Turesson, Hjalmar K., et al.
Publicado: (2016)

Automatic Classification of Cat Vocalizations Emitted in Different Contexts
por: Ntalampiras, Stavros, et al.
Publicado: (2019)

Long-term behavioral effects of prenatal stress in the Fmr1-knock-out mouse model for fragile X syndrome
por: Petroni, Valeria, et al.
Publicado: (2022)

Selectivity and random-access in automatic analysers
por: Bonini, Pierangelo, et al.
Publicado: (1988)

Utilizing DeepSqueak for automatic detection and classification of mammalian vocalizations: a case study on primate vocalizations
por: Romero-Mujalli, Daniel, et al.
Publicado: (2021)

Analysis, Retrieval and Delivery of Multimedia Content
por: Adami, Nicola, et al.
Publicado: (2013)

Fast Convolutional Method for Automatic Sleep Stage Classification
por: Yulita, Intan Nurma, et al.
Publicado: (2018)

FASSEG: A FAce semantic SEGmentation repository for face image analysis
por: Benini, Sergio, et al.
Publicado: (2019)

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)

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

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

Automatic Classification of Cichlid Behaviors Using 3D Convolutional Residual Networks
por: Long, Lijiang, et al.
Publicado: (2020)

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

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

Automatic Detection and Classification of Cardiovascular Disorders Using Phonocardiogram and Convolutional Vision Transformers
por: Abbas, Qaisar, et al.
Publicado: (2022)

Convolutional neural network-based vocal cord tumor classification technique for home-based self-prescreening purpose
por: Kim, Gun Ho, et al.
Publicado: (2023)

Multi-view classification with convolutional neural networks
por: Seeland, Marco, et al.
Publicado: (2021)

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 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)

Fully automatic segmentation of glottis and vocal folds in endoscopic laryngeal high-speed videos using a deep Convolutional LSTM Network
por: Fehling, Mona Kirstin, et al.
Publicado: (2020)

Pro-Angiogenetic Effects of Purified Extracts from Helix aspersa during Zebrafish Development
por: Zizioli, Daniela, et al.
Publicado: (2022)

Automatic imitation of human and computer-generated vocal stimuli
por: Wilt, Hannah, et al.
Publicado: (2022)

Correction: Automatic classification of cervical cancer from cytological images by using convolutional neural network
Publicado: (2019)

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

Cannot write session to /tmp/vufind_sessions/sess_su34ivt6fqkki960e87d6aa8q7