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Determinants of Thoroughbred yearling sales price in the UK. 英国纯血马一岁马销售价格的决定因素。
IF 1.4 Q1 Veterinary Pub Date : 2024-06-09 eCollection Date: 2024-06-01 DOI: 10.1002/vro2.81
Rebecca R Mouncey, Pablo Alarcon, Kristien L Verheyen

Background: Industry-level figures suggest that up to two-thirds of Thoroughbred breeding operations in the UK are unprofitable and that around half of sales transactions of Thoroughbred yearlings, commercial breeders' predominant income source, return a loss. The industry strategy currently endorses investment in stallion covering fee; however, to date, a comprehensive evaluation of sales price determinants in the UK setting is lacking and could better inform economic decision making to improve profitability.

Methods: Sales catalogue and Weatherbys' stud book data from all Thoroughbred yearlings sold at the 2020 Tattersalls October yearling sale in the UK were used to build a hedonic sales price model. Explanatory variables representing sire, dam, yearling and sales attributes were evaluated. The final model's accuracy was assessed using out-of-sample data from all yearlings sold in the equivalent 2021 sale.

Results: In 2020, a total of 1506 catalogued yearlings, representing around 30% of the UK Thoroughbred foal crop, were sold, with a median price of £42,575 (interquartile range 15,750‒105,000; range 840‒3,570,000). The sires' covering fee, maternal siblings' race performance attributes, whether the yearling was the dams' first foal, consignment size, catalogue book and day of sale within book significantly influenced auction price; however, relationships were complex with significant interaction and confounding observed. The mean model forecasting error was £2074. The use of data from only one sale could affect generalisability.

Conclusions: These novel findings can inform breeding decisions to maximise profitability, give context for current industry strategies and can inform valuations of breeding stock.

背景:行业层面的数据表明,在英国,多达三分之二的纯血马繁育业务是无利可图的,而纯血马一岁马(商业繁育者的主要收入来源)的销售交易中,约有一半是亏损的。目前,行业战略支持对种马覆盖费进行投资;然而,迄今为止,英国还缺乏对销售价格决定因素的全面评估,这可以更好地为经济决策提供信息,从而提高盈利能力:销售目录和威瑟比斯(Weatherbys)的种马簿数据来自 2020 年英国 Tattersalls 十月一岁马拍卖会上售出的所有纯血一岁马,这些数据被用来建立一个享乐主义销售价格模型。对代表父系、母系、一岁马和销售属性的解释变量进行了评估。最终模型的准确性使用 2021 年同等销售中售出的所有一岁马的样本外数据进行评估:2020 年,共售出 1506 匹编入目录的一岁马,约占英国纯血马幼驹总数的 30%,中位价为 42,575 英镑(四分位数区间为 15,750-105,000 英镑;区间为 840-3,570,000 英镑)。公马的酬金、母马兄弟姐妹的比赛成绩属性、一岁马是否是母马的第一匹马、寄售规模、目录册和目录册内的销售日期对拍卖价格有显著影响;然而,这些因素之间的关系非常复杂,存在显著的交互作用和混杂因素。模型预测误差的平均值为 2074 英镑。仅使用一次拍卖会的数据可能会影响普遍性:这些新发现可为育种决策提供信息,以实现利润最大化,为当前的行业战略提供背景信息,并可为种畜估值提供信息。
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引用次数: 0
Surveyed veterinary students in Australia find ChatGPT practical and relevant while expressing no concern about artificial intelligence replacing veterinarians. 接受调查的澳大利亚兽医专业学生认为 ChatGPT 实用且相关,同时对人工智能取代兽医并不担心。
IF 1.4 Q1 Veterinary Pub Date : 2024-06-09 eCollection Date: 2024-06-01 DOI: 10.1002/vro2.80
Kate A Worthing, Madeleine Roberts, Jan Šlapeta

Background: Chat Generative Pre-trained Transformer (ChatGPT) is a freely available online artificial intelligence (AI) program capable of understanding and generating human-like language. This study assessed veterinary students' perceptions about ChatGPT in education and practice. It compared perceptions about ChatGPT between students who had completed a critical analysis task and those who had not.

Methods: This cross-sectional study surveyed 498 Doctor of Veterinary Medicine (DVM) students at The University of Sydney, Australia. Second-year DVM students researched a veterinary pathogen and then completed a critical analysis of ChatGPT (version 3.5) output for the same pathogen. A survey based on the Technology Acceptance Model was then delivered to all DVM students from all years of the programme, collecting data using Likert-style, categorical and free-text items.

Results: Over 75% of the 100 respondents reported having used ChatGPT. The students found ChatGPT's output relevant and practical for their use but perceived it as inaccurate. They perceived ChatGPT output to be more useful for veterinary students than for pet owners or veterinarians. Those who had completed the critical analysis assignment had a more positive view of ChatGPT's practicality for veterinary students but noted its authoritative tone even when delivering inaccurate information. Over 50% of the students agreed that information about tools such as ChatGPT should be included in the veterinary curriculum. Students agreed that veterinarians should embrace AI but disagreed that AI would eventually replace the need for veterinarians.

Conclusions: A critical appraisal of outputs from AI tools such as ChatGPT may help prepare future veterinarians for the effective use of these tools.

背景介绍Chat Generative Pre-trained Transformer(ChatGPT)是一个免费提供的在线人工智能(AI)程序,能够理解和生成类似人类的语言。本研究评估了兽医专业学生在教育和实践中对 ChatGPT 的看法。研究比较了完成过批判性分析任务的学生和未完成任务的学生对 ChatGPT 的看法:这项横向研究调查了澳大利亚悉尼大学的 498 名兽医博士(DVM)学生。兽医博士二年级学生研究了一种兽医病原体,然后完成了对 ChatGPT(3.5 版)输出的同一病原体的批判性分析。然后向该课程所有年级的兽医硕士学生发放了一份基于技术接受模型的调查问卷,使用李克特风格、分类和自由文本项目收集数据:结果:在 100 名受访者中,超过 75% 的人表示使用过 ChatGPT。学生们认为 ChatGPT 的输出与他们的使用相关且实用,但认为它不准确。他们认为 ChatGPT 的输出结果对兽医学生比对宠物主人或兽医更有用。那些完成了批判性分析作业的学生对 ChatGPT 对兽医学生的实用性有更积极的看法,但他们注意到,即使在提供不准确的信息时,ChatGPT 的语气也很权威。超过 50% 的学生认为,兽医课程中应包含有关 ChatGPT 等工具的信息。学生们同意兽医应接受人工智能,但不同意人工智能最终会取代对兽医的需求:对 ChatGPT 等人工智能工具的产出进行批判性评估有助于培养未来的兽医有效使用这些工具。
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引用次数: 0
Identifying veterinary surgeons’ barriers to, and potential solutions for, improving antimicrobial stewardship among sheep farmers in Northern Ireland 确定兽医在提高北爱尔兰养羊户抗菌药物管理水平方面的障碍和潜在解决方案
IF 1.4 Q1 Veterinary Pub Date : 2024-04-12 DOI: 10.1002/vro2.78
Paul E. Crawford, Kim Hamer, Fiona Lovatt, Malgorzata C. Behnke, Philip A. Robinson
In order to improve antimicrobial stewardship (AMS), including changes in antimicrobial prescribing and use, an enhanced understanding is needed of the barriers that veterinary surgeons (vets) encounter to institute such change.
为了改进抗菌药物管理(AMS),包括改变抗菌药物的处方和使用,需要进一步了解兽医在实施这种改变时遇到的障碍。
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引用次数: 0
Genotypic and allelic frequencies of progressive rod-cone degeneration and other main variants associated with progressive retinal atrophy in Italian dogs. 意大利犬进行性视网膜萎缩相关的进行性杆状锥体变性和其他主要变异的基因型和等位基因频率
IF 1.4 Q1 Veterinary Pub Date : 2023-11-23 eCollection Date: 2023-12-01 DOI: 10.1002/vro2.77
Sara Ghilardi, Mara Bagardi, Stefano Frattini, Giulia E Barbariga, Paola G Brambilla, Giulietta Minozzi, Michele Polli

Background: Progressive retinal atrophy (PRA) is a group of canine inherited retinal disorders affecting up to 100 breeds. Genetic tests are available. The aim of this study was to retrospectively evaluate the genetic variants associated with PRA among dogs residing in Italy.

Methods: Genetic data of 20 variants associated with different forms of PRA were collected through DNA tests over a 10-year period for several dog breeds in the Italian canine population. Allelic and genotypic frequencies were calculated.

Results: A total of 1467 DNA tests were conducted for 1180 dogs. Progressive rod-cone degeneration (PRCD) was the most tested form of PRA, with 58.15% (n = 853) of the DNA tests. Among the widespread breeds in Italy, Labrador retrievers and toy poodles showed a prevalence of heterozygous carriers higher than 15%. Among the others, 175 DNA tests for golden retrievers (GR) showed a prevalence of heterozygous carriers of 13.04% (n = 12) for GR-PRA1 and 8.43% (n = 7) for GR-PRA2. The zwergschnauzer breed was tested for the type B and/or the type B1 forms of PRA with 25.32% (n = 20) heterozygous carriers and 0%, respectively.

Conclusion: The study offers an overview of the prevalence of PRCD and other PRA forms within some of the most popular breeds in Italy.

背景:进行性视网膜萎缩(PRA)是一组犬遗传性视网膜疾病,影响多达100个品种。基因测试是可用的。本研究的目的是回顾性评估居住在意大利的狗与PRA相关的遗传变异。方法:通过DNA测试收集了20种与不同形式PRA相关的变异的遗传数据,这些变异是在10年的时间里对意大利犬群中的几个犬种进行的。计算等位基因和基因型频率。结果:共对1180只犬进行了1467次DNA检测。进行性杆状锥体变性(PRCD)是PRA检测最多的形式,占DNA检测的58.15% (n = 853)。在意大利分布广泛的品种中,拉布拉多寻回犬和玩具贵宾犬的杂合携带率高于15%。其中,金毛猎犬(GR) 175份DNA检测显示,GR- pra1杂合携带者的患病率为13.04% (n = 12), GR- pra2杂合携带者的患病率为8.43% (n = 7)。zwergschnauzer品种的B型和/或B1型PRA检出率分别为25.32% (n = 20)和0%。结论:该研究概述了PRCD和其他PRA形式在意大利一些最受欢迎的品种中的流行情况。
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引用次数: 0
Experiences and recommendations of veterinarians for the Dutch disciplinary system-a survey-based study. 荷兰兽医学科体系的经验与建议——基于调查的研究。
IF 1.4 Q1 Veterinary Pub Date : 2023-06-01 DOI: 10.1002/vro2.67
Iaira E Boissevain, Anthonie W Jongbloed, Franck L B Meijboom, Jan Willem Hesselink, Paul J J Mandigers

Introduction: In the Netherlands, the veterinary disciplinary system is governmentally executed and was originally designed to provide an educational effect on veterinarians as part of maintaining quality standards.

Methods: Over 900 veterinarians were questioned (20% of the total number of veterinarians working in veterinary medicine in the Netherlands). It was ascertained whether or not they were aware of the disciplinary system, if it affected their way of working and what impact it had on their way of working after having faced a disciplinary case. Respondents were given the opportunity to express their opinions about the system and possible improvements.

Results: The risk of complaints was found to be significantly greater when a veterinarian owned a practice compared to veterinarians who were employees. Veterinarians with their own practice were generally older (male) veterinarians. Whether this was a direct effect or just the effect of having a longer career could not be answered. Multiple disciplinary procedures appeared to have no influence. In 13%, veterinarians indicated that the disciplinary system had led to a more defensive way of practicing medicine to avoid complaints.

Discussion and conclusions: Most veterinarians supported a disciplinary system as a tool for maintaining and improving the integrity and reputation of the profession as a whole. Recommendations to improve were (1) shortening the length of the procedure, (2) screening for validity, (3) using online systems for communication with the disciplinary council, (4) the option of mediation before getting involved in a full procedure and (5) instituting a complaint fee.

简介:在荷兰,兽医纪律制度是由政府执行的,最初的目的是为兽医提供教育效果,作为保持质量标准的一部分。方法:对900多名兽医(占荷兰兽医从业人员总数的20%)进行问卷调查。调查确定了他们是否了解纪律制度,纪律制度是否影响了他们的工作方式,以及在面临纪律案件后,纪律制度对他们的工作方式产生了什么影响。受访者有机会表达他们对该系统和可能改进的意见。结果:投诉的风险被发现,当兽医拥有一个诊所比兽医谁是雇员显著更大。有自己执业经验的兽医一般是年龄较大的(男性)兽医。这是一种直接影响,还是仅仅是职业生涯较长的影响,目前还无法回答。多重惩戒程序似乎没有影响。13%的兽医表示,纪律制度导致行医时更倾向于采取防御性的方式,以避免投诉。讨论和结论:大多数兽医支持纪律制度作为维护和提高整个职业诚信和声誉的工具。改进建议有:(1)缩短程序长度,(2)筛选有效性,(3)使用在线系统与纪律委员会沟通,(4)在参与完整程序之前选择调解,(5)设立投诉费。
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引用次数: 0
A retrospective review of small intestinal intussusception in 126 cattle in Switzerland. 瑞士126头牛小肠肠套叠的回顾性研究。
IF 1.4 Q2 VETERINARY SCIENCES Pub Date : 2023-06-01 DOI: 10.1002/vro2.58
Ueli Braun, Christian Gerspach, Claudia Volz, Muriel Boesiger, Monika Hilbe, Karl Nuss

Background: Intussusception is a form of ileus of the intestines in which an oral intestinal segment slides into the adjacent aboral intestinal segment, causing obstruction of the bowel.

Methods: We analysed the medical records of 126 cattle with intussusception of the small intestine.

Results: Demeanour and appetite were abnormal in 123 cattle. Non-specific signs of pain occurred in 26.2%, signs of visceral pain in 46.8% and signs of parietal pain in 56.4%. Intestinal motility was decreased or absent in 93.7% of the cattle. The most common findings of transrectal palpation were rumen dilation (37.3%) and dilated small intestines (24.6%). In 96% of the cattle, the rectum was empty or contained little faeces. The principal laboratory findings were hypokalaemia (89.6%), hypocalcaemia (76.5%), base excess (72.9%), hypochloraemia (71.8%), azotaemia (62.1%) and haemoconcentration (61.1%). The main ultrasonographic findings were reduced or absent intestinal motility (98.2%) and dilated small intestines (96.0%). A diagnosis of ileus was made in 87.8% and a diagnosis of ileus attributable to intussusception was made in another 9.8%. Right-flank laparotomy was carried out in 114 cattle. Fifty-six (44.4%) cows were discharged.

Conclusions: Clinical findings of intussusception in cattle are often non-specific. Ultrasonography may be required to diagnose ileus.

背景:肠套叠是肠道肠梗阻的一种形式,其中口腔肠段滑入邻近的外肠段,引起肠道阻塞。方法:对126例小肠肠套叠牛的病历进行分析。结果:123头牛行为、食欲异常。非特异性疼痛征象占26.2%,内脏疼痛征象占46.8%,壁痛征象占56.4%。93.7%的牛肠道蠕动减少或缺失。经直肠触诊最常见的表现是瘤胃扩张(37.3%)和小肠扩张(24.6%)。96%的牛的直肠是空的或含有很少的粪便。实验室主要表现为低钾血症(89.6%)、低钙血症(76.5%)、碱过量(72.9%)、低氯血症(71.8%)、氮血症(62.1%)和血浓度(61.1%)。主要超声表现为肠蠕动减少或缺失(98.2%)和小肠扩张(96.0%)。诊断为肠梗阻者占87.8%,诊断为肠套叠引起的肠梗阻者占9.8%。114头牛行右侧剖腹手术。出院56头(44.4%)。结论:牛肠套叠的临床表现通常是非特异性的。诊断肠梗阻可能需要超声检查。
{"title":"A retrospective review of small intestinal intussusception in 126 cattle in Switzerland.","authors":"Ueli Braun,&nbsp;Christian Gerspach,&nbsp;Claudia Volz,&nbsp;Muriel Boesiger,&nbsp;Monika Hilbe,&nbsp;Karl Nuss","doi":"10.1002/vro2.58","DOIUrl":"https://doi.org/10.1002/vro2.58","url":null,"abstract":"<p><strong>Background: </strong>Intussusception is a form of ileus of the intestines in which an oral intestinal segment slides into the adjacent aboral intestinal segment, causing obstruction of the bowel.</p><p><strong>Methods: </strong>We analysed the medical records of 126 cattle with intussusception of the small intestine.</p><p><strong>Results: </strong>Demeanour and appetite were abnormal in 123 cattle. Non-specific signs of pain occurred in 26.2%, signs of visceral pain in 46.8% and signs of parietal pain in 56.4%. Intestinal motility was decreased or absent in 93.7% of the cattle. The most common findings of transrectal palpation were rumen dilation (37.3%) and dilated small intestines (24.6%). In 96% of the cattle, the rectum was empty or contained little faeces. The principal laboratory findings were hypokalaemia (89.6%), hypocalcaemia (76.5%), base excess (72.9%), hypochloraemia (71.8%), azotaemia (62.1%) and haemoconcentration (61.1%). The main ultrasonographic findings were reduced or absent intestinal motility (98.2%) and dilated small intestines (96.0%). A diagnosis of ileus was made in 87.8% and a diagnosis of ileus attributable to intussusception was made in another 9.8%. Right-flank laparotomy was carried out in 114 cattle. Fifty-six (44.4%) cows were discharged.</p><p><strong>Conclusions: </strong>Clinical findings of intussusception in cattle are often non-specific. Ultrasonography may be required to diagnose ileus.</p>","PeriodicalId":23565,"journal":{"name":"Veterinary Record Open","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10049975/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9246314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Interobserver agreement of computed tomography in detecting calcified intervertebral discs in comparison with radiography in a population of 13 healthy British Dachshund dogs. 在13只健康的英国腊肠犬中,与x线摄影相比,计算机断层扫描在检测钙化椎间盘方面的观察者间一致性。
IF 1.4 Q2 VETERINARY SCIENCES Pub Date : 2023-06-01 DOI: 10.1002/vro2.59
Sara Formoso, Sam Khan, Mark Lowrie, Jonathan Hughes, Paul Freeman

Background: The aims of this retrospective study were to estimate interobserver agreement in detecting disc calcification with computed tomography (CT) and to compare the number of calcified intervertebral discs identified on CT and radiography in healthy British Dachshund dogs that underwent a screening programme. The current screening programme uses radiography to identify calcified intervertebral discs.

Methods: Healthy Dachshunds aged between 2 and 5 years presenting for spinal radiography and CT as part of a disc scoring scheme were included. The spinal radiographs were scored by an independent assessor as per the screening programme protocol. The CT images were blinded and reviewed by three different observers of differing levels of experience. The number of discs identified as being calcified was then compared between imaging modalities and between observers.

Results: Thirteen dogs were included. Overall, 146 calcified discs were identified by CT compared with 42 by radiography. There was an almost perfect agreement among the three observers identifying calcified discs with CT images (k = 0.92). There was a significant difference between the radiography scores and CT scores.

Conclusions: This study demonstrated a significant difference in the number of calcified intervertebral discs identified in the vertebral column of a small population of healthy Dachshunds between CT and radiography. Given the high agreement between the observers with CT, this may be a reliable method for assessing disc calcification in Dachshund dogs and could be a good candidate for future breeding schemes.

背景:本回顾性研究的目的是评估用计算机断层扫描(CT)检测椎间盘钙化的观察者之间的一致性,并比较接受筛查计划的健康英国腊肠犬在CT和x线摄影上发现的钙化椎间盘的数量。目前的筛查方案使用x线摄影来识别钙化的椎间盘。方法:选取年龄在2 - 5岁之间的健康腊肠犬进行脊柱x线摄影和CT检查,作为椎间盘评分方案的一部分。脊柱x线片由独立评估员按照筛查方案进行评分。CT图像由三个不同经验水平的观察者进行盲法检查。确定为钙化的椎间盘数量,然后在成像方式和观察者之间进行比较。结果:共纳入13只犬。总的来说,CT发现了146个钙化椎间盘,而x线摄影发现了42个。三名观察者对钙化椎间盘的CT图像几乎完全一致(k = 0.92)。x线评分与CT评分有显著性差异。结论:本研究表明,在一小群健康腊肠犬的脊柱中,CT和x线摄影在钙化椎间盘数量上存在显著差异。鉴于观察者与CT之间的高度一致性,这可能是评估腊肠犬椎间盘钙化的可靠方法,并且可能是未来育种计划的良好候选。
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引用次数: 1
Links between pet ownership and exercise on the mental health of veterinary professionals. 养宠物与运动对兽医心理健康的影响
IF 1.4 Q1 Veterinary Pub Date : 2023-06-01 DOI: 10.1002/vro2.62
Elliot T Smith, Ana Maria Barcelos, Daniel S Mills

Background: Connections between the effects of pet ownership and exercise on mental health have previously been demonstrated in different populations. However, little is known about the potential effects of pet ownership and exercise on the mental health of veterinary professionals. Since these individuals have a high prevalence of poor mental health and suicide, while they deal with pets professionally, we investigated the impact of pet ownership, exercise and different types of pet ownership on this demographic group.

Method: Veterinary professionals over 18 years old answered an online questionnaire about pet ownership, exercise, mental health (including anxiety, depression and suicidal ideation) and mental health correlates. Regression models were used to identify variables significantly related to mental health outcomes.

Results: Of 1087 respondents, pet owners were more depressed than non-owners, while anxiety or suicidal ideation was not associated with pet ownership. Dog and horse owners were psychologically healthier (less anxiety, less suicidal ideation) than non-owners of these species. Veterinary professionals who ran regularly had lower anxiety and depression. Those who walked regularly and spent less time sitting experienced fewer depression symptoms.

Conclusions: Running, walking and avoiding prolonged sitting might protect the mental health of veterinary professionals. The type of pet owned may be an important factor in the relationship between pet ownership and mental health; however, generally, pet ownership was associated with worse mental health outcomes in this demographic group. Future studies should determine the causal nature of these relationships.

背景:养宠物和运动对心理健康的影响之间的联系已经在不同的人群中得到证实。然而,关于养宠物和锻炼对兽医专业人员心理健康的潜在影响,人们知之甚少。由于这些人在专业对待宠物的同时,心理健康状况不佳和自杀的发生率很高,我们调查了养宠物、锻炼和不同类型养宠物对这一人口群体的影响。方法:对18岁以上的兽医专业人员进行在线问卷调查,问卷内容涉及养宠物、运动、心理健康(包括焦虑、抑郁和自杀意念)和心理健康相关因素。回归模型用于识别与心理健康结果显著相关的变量。结果:在1087名受访者中,养宠物的人比不养宠物的人更抑郁,而焦虑或自杀念头与养宠物无关。养狗和养马的人比不养这些物种的人心理更健康(更少焦虑,更少自杀念头)。经常跑步的兽医专业人员的焦虑和抑郁程度较低。那些经常走路、少坐的人抑郁症状较少。结论:跑步、散步和避免久坐可保护兽医专业人员的心理健康。养宠物的种类可能是影响养宠物与心理健康关系的重要因素;然而,总的来说,在这个人口统计群体中,养宠物与更糟糕的心理健康状况有关。未来的研究应该确定这些关系的因果性质。
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引用次数: 0
Classification of racehorse limb radiographs using deep convolutional neural networks. 利用深度卷积神经网络对赛马肢体x线照片进行分类。
IF 1.4 Q2 VETERINARY SCIENCES Pub Date : 2023-06-01 DOI: 10.1002/vro2.55
Raniere Gaia Costa da Silva, Ambika Prasad Mishra, Christopher Michael Riggs, Michael Doube

Purpose: To assess the capability of deep convolutional neural networks to classify anatomical location and projection from a series of 48 standard views of racehorse limbs.

Materials and methods: Radiographs (N = 9504) of horse limbs from image sets made for veterinary inspections by 10 independent veterinary clinics were used to train, validate and test (116, 40 and 42 radiographs, respectively) six deep learning architectures available as part of the open source machine learning framework PyTorch. The deep learning architectures with the best top-1 accuracy had the batch size further investigated.

Results: Top-1 accuracy of six deep learning architectures ranged from 0.737 to 0.841. Top-1 accuracy of the best deep learning architecture (ResNet-34) ranged from 0.809 to 0.878, depending on batch size. ResNet-34 (batch size = 8) achieved the highest top-1 accuracy (0.878) and the majority (91.8%) of misclassification was due to laterality error. Class activation maps indicated that joint morphology, not side markers or other non-anatomical image regions, drove the model decision.

Conclusions: Deep convolutional neural networks can classify equine pre-import radiographs into the 48 standard views including moderate discrimination of laterality, independent of side marker presence.

目的:评估深度卷积神经网络对48张赛马四肢标准图像的解剖位置和投影分类能力。材料和方法:来自10家独立兽医诊所为兽医检查制作的图像集的马肢体x光片(N = 9504)被用于训练、验证和测试(分别为116张、40张和42张x光片)作为开源机器学习框架PyTorch一部分的六个深度学习架构。具有最佳top-1精度的深度学习架构进一步研究了批大小。结果:6种深度学习架构的Top-1准确率范围为0.737 ~ 0.841。最佳深度学习架构(ResNet-34)的Top-1精度范围为0.809至0.878,具体取决于批处理大小。ResNet-34 (batch size = 8)的top-1准确率最高(0.878),大部分(91.8%)误分类是由于侧偏性错误。类激活图表明,驱动模型决策的是关节形态,而不是侧面标记或其他非解剖图像区域。结论:深度卷积神经网络可以将马进口前x线片分类为48个标准视图,其中包括适度的侧面识别,独立于侧标记的存在。
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引用次数: 0
A retrospective evaluation of mushroom ingestions in 421 dogs in Norway (2011-2022). 2011-2022年挪威421只狗食用菌的回顾性评估
IF 1.4 Q1 Veterinary Pub Date : 2023-06-01 DOI: 10.1002/vro2.60
Kristin Opdal Seljetun, Heidi Runne Kragstad

Background: Mushroom poisoning may result in a variety of signs ranging from mild, mostly gastroenteritis, to organ failure and death. To increase the knowledge of prevalence, treatment and outcome in dogs, information regarding mushroom ingestion was collected.

Materials and methods: This retrospective study analysed all inquiries of mushroom ingestion in dogs to the Norwegian Poison Information Center from 2011 to 2022. Mushrooms were identified by a mycologist or Norwegian-certified mushroom expert. Differences in mushroom species, clinical findings, treatments and outcome were evaluated.

Results: A total of 421 mushroom ingestions in dogs were included. The mushrooms were identified as non-poisonous in 45% of cases. The most frequently involved toxin group was gastrointestinal mushrooms, followed by muscarinic mushrooms and mushrooms containing isoxazoles. About 64% of cases were managed at home, 33% were hospitalised and received treatment, and 3% were observed by a veterinarian without treatment. The survival rate was 98.6%, with death occurring after ingestion of Amanita muscaria, Cortinarius rubellus, Amanita virosa, Clitocybe rivulosa and Inocybe sp.

Conclusions: This study demonstrated the importance of rapid and accurate identification of the mushroom. This could prevent delays in therapeutic intervention and avoid unnecessary treatment of these dogs. With early, correct identification of mushrooms, our results demonstrated a good prognosis for dogs after ingestion.

背景:蘑菇中毒可导致各种症状,从轻微的胃肠炎到器官衰竭和死亡。为了增加对狗的患病率、治疗和结果的了解,收集了有关蘑菇摄入的信息。材料与方法:本回顾性研究分析了2011年至2022年挪威毒物信息中心(Norwegian Poison Information Center)对犬类食用菌的所有问询。蘑菇由真菌学家或挪威认证的蘑菇专家鉴定。评估了菌种、临床表现、治疗方法和结果的差异。结果:共纳入421例食用菌犬。在45%的案例中,这些蘑菇被鉴定为无毒。最常见的毒素组是胃肠道蘑菇,其次是毒蕈菌和含有异恶唑的蘑菇。约64%的病例在家中处理,33%住院并接受治疗,3%由兽医观察,但未接受治疗。成活率为98.6%,食入毒伞菌(Amanita muscaria)、风铃砂菌(Cortinarius rubellus)、毒伞菌(Amanita virrosa)、阴囊菌(Clitocybe rivulosa)和毒伞菌(Inocybe)后死亡。结论:本研究证明了快速准确鉴定毒伞菌的重要性。这可以防止治疗干预的延误,避免对这些狗进行不必要的治疗。早期,正确识别蘑菇,我们的结果表明,狗进食后预后良好。
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引用次数: 1
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Veterinary Record Open
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