Artificial intelligence in veterinary diagnostic imaging: A literature review

E Hennessey, M DiFazio… - Veterinary Radiology …, 2022 - Wiley Online Library
Artificial intelligence in veterinary medicine is an emerging field. Machine learning, a
subfield of artificial intelligence, allows computer programs to analyze large imaging …

[HTML][HTML] Use of deep learning to detect cardiomegaly on thoracic radiographs in dogs

S Burti, VL Osti, A Zotti, T Banzato - The Veterinary Journal, 2020 - Elsevier
The purpose of this study was to develop a computer-aided detection (CAD) device based
on convolutional neural networks (CNNs) to detect cardiomegaly from plain radiographs in …

ACVR and ECVDI consensus statement for the standardization of the abdominal ultrasound examination

GS Seiler, EB Cohen, MA d'Anjou… - Veterinary Radiology …, 2022 - Wiley Online Library
This consensus statement is designed to provide a standard of care document and
describes the ACVR and ECVDI definition for performing a standard abdominal ultrasound …

Use of transfer learning to detect diffuse degenerative hepatic diseases from ultrasound images in dogs: a methodological study

T Banzato, F Bonsembiante, L Aresu, ME Gelain… - The Veterinary …, 2018 - Elsevier
The aim of this methodological study was to develop a deep convolutional neural network
(DNN) to detect degenerative hepatic disease from ultrasound images of the liver in dogs …

Digital image analysis of testicular and prostatic ultrasonographic echogencity and heterogeneity in dogs and the relation to semen quality

R Moxon, L Bright, B Pritchard, IM Bowen… - Animal Reproduction …, 2015 - Elsevier
A semi-automated ultrasonographic method was developed to measure echogenicity and
heterogeneity of the testes and prostate gland and relationships of these measures with …

Correlation of renal histopathology with renal echogenicity in dogs and cats: an ex-vivo quantitative study

A Zotti, T Banzato, ME Gelain, C Centelleghe… - BMC veterinary …, 2015 - Springer
Background Increased cortical or cortical and medullary echogenicity is one of the most
common signs of chronic or acute kidney disease in dogs and cats. Subjective evaluation of …

Relationship of diagnostic accuracy of renal cortical echogenicity with renal histopathology in dogs and cats, a quantitative study

T Banzato, F Bonsembiante, L Aresu, A Zotti - BMC veterinary research, 2016 - Springer
Background Renal cortical echogenicity is routinely evaluated during ultrasonographic
investigation of the kidneys. Both in dog and cat previous ex-vivo studies have revealed a …

Texture analysis of B-mode ultrasound images to stage hepatic lipidosis in the dairy cow: a methodological study

T Banzato, E Fiore, M Morgante, E Manuali… - Research in Veterinary …, 2016 - Elsevier
Hepatic lipidosis is the most diffused hepatic disease in the lactating cow. A new
methodology to estimate the degree of fatty infiltration of the liver in lactating cows by means …

Ultrasound imaging in an experimental model of fatty liver disease and cirrhosis in rats

AS Lessa, BD Paredes, JV Dias, AB Carvalho… - BMC veterinary …, 2010 - Springer
Background Domestic dogs and cats are very well known to develop chronic hepatic
diseases, including hepatic lipidosis and cirrhosis. Ultrasonographic examination is …

Application of texture analysis of b-mode ultrasound images for the quantification and prediction of intramuscular fat in living beef cattle: A methodological study

E Fiore, G Fabbri, L Gallo, M Morgante… - Research in veterinary …, 2020 - Elsevier
Intramuscular fat (IMF) contributes significantly to the aroma and tenderness of the meat,
therefore playing a key role in quality determination. Yet, IMF determination methods rely on …