• 제목/요약/키워드: Dog Breeds

검색결과 80건 처리시간 0.021초

반려견 자동 품종 분류를 위한 전이학습 효과 분석 (Analysis of Transfer Learning Effect for Automatic Dog Breed Classification)

  • 이동수;박구만
    • 방송공학회논문지
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    • 제27권1호
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    • pp.133-145
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    • 2022
  • 국내에서 지속적으로 증가하는 반려견 인구 및 산업 규모에 비해 이와 관련한 데이터의 체계적인 분석이나 품종 분류 방법 연구 등은 매우 부족한 실정이다. 본 논문에서는 국내에서 양육되는 반려견의 주요 14개 품종에 대해 딥러닝 기술을 이용한 자동 품종 분류 방법을 수행하였다. 이를 위해 먼저 딥러닝 학습을 위한 반려견 이미지를 수집하고 데이터셋을 구축하였으며, VGG-16 및 Resnet-34를 백본 네트워크로 사용하는 전이학습을 각각 수행하여 품종 분류 알고리즘을 만들었다. 반려견 이미지에 대한 두 모델의 전이학습 효과를 확인하기 위해, Pre-trained 가중치를 사용한 것과 가중치를 업데이트하는 실험을 수행하여 비교하였으며, VGG-16 기반으로 fine tuning을 수행했을 때, 최종 모델에서 Top 1 정확도는 약 89%, Top 3 정확도는 약 94%의 정확도 성능을 각각 얻을수 있었다. 본 논문에서 제안하는 국내의 주요 반려견 품종 분류 방법 및 데이터 구축은 동물보호센터에서의 유기·유실견 품종 구분이나 사료 산업체에서의 활용 등 여러가지 응용 목적으로도 활용될 수 있는 가능성을 가지고 있다.

Standardized Body Size Indexes of 10 Canine Breeds Vulnerable to Intervertebral Disc Disease

  • Seong-Min Kang;Eun-Jik Kim;Seong-won An;Young-Sam Kwon
    • 한국임상수의학회지
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    • 제41권1호
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    • pp.1-7
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    • 2024
  • The intervertebral disc is a crucial structure located between each vertebral body, except C1 and C2 and the fused sacral vertebrae, which provides cushioning and stability. However, sometimes these discs may bulge or extrude, causing painful conditions and various neurological problems such as ataxia, paresis, motor or sensorimotor paralysis. As a result, dogs affected by intervertebral disc disease (IVDD) can suffer a significant decrease in their quality of life. The main objective of this study was to provide comprehensive data on the body size of several IVDD-susceptible dog breeds commonly bred in South Korea, which could help develop supportive devices for IVDD patients. Using standardized measurements, the study aimed to design appropriate support tools, taking into account the mobility challenges faced by IVDD patients. The findings provide valuable data to improve the quality of life of patients with IVDD. In addition, it may lay the foundation for research to establish the correlation between body size and IVDD through future research.

Comparative Assessment of the Vertebral Left Atrial Size in Healthy Adult Dogs

  • Han, Sung-Hyun;Yun, Mun-Su;Song, Kunho
    • 한국임상수의학회지
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    • 제39권2호
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    • pp.45-50
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    • 2022
  • Vertebral left atrial size can be used as a radiographic tool to evaluate left atrial size in dogs. Vertebral left atrial size has been studied in dogs; however, few studies have been conducted on breed-specific differences in healthy dogs. To study the median vertebral left atrial size differences by breed and to investigate the association between age, sex, body condition score, thoracic depth-to-width ratio, and vertebral left atrial size. A total of 220 dogs of the following breeds: Maltese (n = 73), Beagle (n = 30), Poodle (n = 41), Shih-tzu (n = 44), and Mongrel (n = 32) were reviewed retrospectively. Sex, body weight, age, and body condition score of each dog were collected. Thoracic radiography was conducted for dorsoventral and right/left lateral views in all dogs to measure the vertebral heart score, vertebral left atrial size, and thoracic depth-to-width ratio. No significant differences in the median vertebral left atrial size were found among the breeds. There were no effects of sex, age, body condition score, and thoracic depth-to-width ratio on vertebral left atrial size. There was a significant positive correlation between the vertebral heart score and vertebral left atrial size. Breed, age, sex, and chest conformation did not correlate with vertebral left atrial size.

Impact of Breed on the Fecal Microbiome of Dogs under the Same Dietary Condition

  • Reddy, Kondreddy Eswar;Kim, Hye-Ran;Jeong, Jin Young;So, Kyoung-Min;Lee, Seul;Ji, Sang Yun;Kim, Minji;Lee, Hyun-Jung;Lee, Sungdae;Kim, Ki-Hyun;Kim, Minseok
    • Journal of Microbiology and Biotechnology
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    • 제29권12호
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    • pp.1947-1956
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    • 2019
  • The gut microbiome influences the health and well-being of dogs. However, little is known about the impact of breed on the fecal microbiome composition in dogs. Therefore, we aimed to investigate the differences in the fecal microbiome in three breeds of dog fed and housed under the same conditions, namely eight Maltese (8.0 ± 0.1 years), eight Miniature Schnauzer (8.0 ± 0.0 years), and nine Poodle dogs (8.0 ± 0.0 years). Fresh fecal samples were collected from the dogs and used to extract metagenomic DNA. The composition of the fecal microbiome was evaluated by 16S rRNA gene amplicon sequencing on the MiSeq platform. A total of 840,501 sequences were obtained from the 25 fecal samples and classified as Firmicutes (32.3-97.3% of the total sequences), Bacteroidetes (0.1-62.6%), Actinobacteria (0.2-14.7%), Fusobacteria (0.0-5.7%), and Proteobacteria (0.0-5.1%). The relative abundance of Firmicutes was significantly lower in the Maltese dog breed than that in the other two breeds, while that of Fusobacteria was significantly higher in the Maltese than in the Miniature Schnauzer breed. At the genus level, the relative abundance of Streptococcus, Fusobacterium, Turicibacter, Succinivibrio, and Anaerobiospirillum differed significantly among the three dog breeds. These genera had no correlation with age, diet, sex, body weight, vaccination history, or parasite protection history. Within a breed, some of these genera had a correlation with at least one blood chemistry value. This study indicates that the composition of the fecal microbiome in dogs is affected by breed.

Preliminary study of presumptive intradural-intramedullary intervertebral disc extrusion in 20 dogs

  • Kim, Jaehwan;Kim, Hyoju;Hwang, Jeongyeon;Eom, Kidong
    • Journal of Veterinary Science
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    • 제21권4호
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    • pp.52.1-52.11
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    • 2020
  • Background: Intradural-intramedullary intervertebral disc extrusion (IIVDE) is a rare condition of intervertebral disc disease. However, the diagnosis of IIVDE is challenging because the prognosis and imaging characteristics are poorly characterized. Objectives: We aimed to describe the clinical and imaging characteristics of tentatively diagnosed IIVDE in dogs to assess the prognostic utility of neurological grade and magnetic resonance imaging (MRI) findings. Methods: Twenty dogs were included in this retrospective cohort study. Results: Nonchondrodystrophic breeds (n = 16) were more predisposed than chondrodystrophic breeds. Most dogs showed acute onset of clinical signs. Neurological examination at admission showed predominant non-ambulatory paraparesis (n = 9); paresis (n = 16) was confirmed more frequently than paralysis (n = 4). Follow-up neurological examination results were only available for 11 dogs, ten of whom showed neurological improvement and 8 showed successful outcomes at 1 month. The characteristic MRI findings include thoracic vertebra (T)2 hyperintense, T1 hypointense, intramedullary linear tracts with reduced disc volume, and cleft of the annulus fibrosus. None of the MRI measurements were significantly correlated with neurological grade at admission. Neurological grade did not differ according to the presence of parenchymal hemorrhage, parenchymal contrast enhancement, and meningeal contrast enhancement. Neurological grades at admission showed a statistical correlation with those observed at the 1-month follow-up (r = 0.814, p = 0.02). Conclusions: IIVDE is a rare form of disc extrusion commonly experienced after physical activity or trauma and most frequently affects the cranial-cervical and thoracolumbar regions of nonchondrodystrophic dog breeds. Neurological score at admission emerged as a more useful prognostic indicator than MRI findings in dogs with suspected IIVDE.

전라북도 지역 동물병원에 내원한 반려견의 주요 품종별 질환 양상 조사 (Prevalence of common medical disorders among dog breeds examined in primary-care veterinary clinics at Jeollabuk-Do, Republic of Korea)

  • 김은주;최창용;류재규;오상익;정영훈;조아라;김수희;도윤정
    • 한국동물위생학회지
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    • 제41권2호
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    • pp.97-104
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    • 2018
  • Recently, demographic studies of veterinary medical database have been conducted to understand patterns of disease occurrence. Understanding incidence of breed-related disease would provide appropriate guidance for future health care strategies and offer useful information for early diagnosis of disease. However, in veterinary medicine, theses research has not yet been investigated in the Republic of Korea. The purpose of this study was to investigate the prevalence of common medical disorders among dog breeds examined at primary-care veterinary clinics in Jeollabuk-Do, Republic of Korea. The data were analyzed based on World Health Organization's International Classification of Disease. A total 13,176 medical records of canine patients were analyzed from six primary veterinary clinics in Jeollabuk-Do from January to December 2016. Results showed that the most common health problems were 'disease of skin' (17.7%); followed by 'diseases of digestive system' (12.26%), 'preventive medicine' (10.08%), and 'diseases of ear and mastoid process' (10.4%). In seven out of ten breeds, the most common medical disorder was skin disease. For poodle such as Pomeranian and Chihuahua, digestive system disease was most prevalent. On the other hand, respiratory system disease was found to be higher in Pomeranian than other breeds; while ear and mastoid process disease was most common for Maltese and Poodle. This study can help owners, breeders, and veterinarians prevent and manage various diseases of popular breeds in Jeollabuk-Do in the future.

개의 네 품종에서 기능 유전자들에 대한 정량적 발현 분석 (Quantitative Expression Analysis of Functional Genes in Four Dog Breeds)

  • 김정안;김상훈;이희은;정호임;남규휘;김민규;허재원;최봉환;김희수
    • 생명과학회지
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    • 제25권8호
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    • pp.861-869
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    • 2015
  • 가축화된 동물종 중 하나인 개는, 다양한 목적을 위해 인간에 의하여 선택적으로 육종되었다. 개는 많은 품종을 갖고 있고, 특정한 행동과 형태를 갖도록 인공적으로 선택되어 왔다. 개들은 그들의 삶을 안내, 구조 혹은 탐지 등의 특수 목적에 대하여 인간에게 헌신하고 있다. 특수 목적견에게 요구되는 좋은 품성, 이를테면 온순함, 강건성, 그리고 인내심과 같은 특성은 그들의 특수 임무를 수행하는 데 필요하다. 많은 연구들이 우수한 특수 목적견의 선정을 위한 유전적 마커를 찾는 데 집중되었다. 본 연구에서는, 뇌에서 발현함으로써 기능하는 것으로 알려진 총 8개의 유전자(ABAT; 4-Aminobutyrate Aminotransferase, PLCB1; Phospholipase C, Beta 1, SLC10A4; Solute Carrier Family 10, Member 4, WNT1; Wingless-Type MMTV Integration Site Family, Member 1, BARX2; BarH-Like Homeobox 2, NEUROD6; Neuronal Differentiation 6, SEPT9; Septin 9 그리고 TBR1; T-Box, Brain, 1)들의 정량적인 발현 양상을 개의 네 품종의 뇌 조직에서 확인하였다. 특히, BARX2, SEPT9, SLC10A4, TBR1 그리고 WNT1 유전자들은 비글과 진돗개에서 많이 발현되는데 반하여, 삽살이와 세퍼드에서는 반대되는 발현 양상을 보여 주었다. 본 연구의 유전자들에 대한 Gene ontology (GO) 결정을 위하여 DAVID (Database for annotation, visualization and integrated discovery) 분석이 수행되었고, 이러한 유전자들이 뇌 발생과 개체의 지능에 중요한 기능을 제공할 것이라고 예상하였다. 결론적으로, 이러한 결과들을 통하여, 뇌에서의 기능과 관련된 인자들과 관련된 바이오마커를 발굴하는 데 중요한 단서를 제공해 줌과 동시에, 우수한 특수 목적견을 선발하는 데 도움을 줄 것이라 기대한다.

개의 육아종성 뇌수막척수염 증례 보고 (A case of granulomatous meningoencephalomyelitis in a dog)

  • 정지열;조숙희;강윤호;김재훈
    • 대한수의학회지
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    • 제48권4호
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    • pp.463-467
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    • 2008
  • Granulomatous meningoencephalomyelitis (GME) is a sporadic, idiopathic, non suppurative inflammatory disease of the canine central nervous system. GME appears to have a worldwide distribution and to occur mostly in young to middle-age dogs of small breeds. A 6-year-old female mixed dog with wry neck, ataxia and rolling was submitted to the Cheju National University for diagnosis. Grossly, in the brain, cerebrospinal fluid was mildly increased and dilatation of the subarachnoid blood vessels was observed. Histopathologically, the lesions were characterized by perivascular cuffs of lymphocytes, various numbers of macrophages and plasma cells in the brainstem and cerebral white matter. Numerous granuloma composed of lymphocytes and histiocytes were scattered throughout the brainstem. Two malacic foci characterized by axonal swelling and gitter cell infiltration with hemorrhage were noted in the medulla oblongata and cerebellum. Special stains failed to demonstrate any infectious agents. Immunohistochemically, the infiltrated cells demonstrated strong positive reactions for CD3, a marker for T lymphocytes origin. Based on the clinical signs, histopathology, and immunohistochemistry, this case was diagnosed as GME in a mixed dog.

Microsatellite DNA형에 의한 개의 친자감정예 (A Case of Parentage Testing in Dog by Microsatellite DNA Typing)

  • 조길재;조병욱;이길왕;김선구;김용균
    • 생명과학회지
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    • 제13권4호
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    • pp.416-420
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    • 2003
  • Microsatellite DNA형에 의한 개의 친자감정을 실시한 결과 다음과 같은 결론을 얻었다. Labrador Retriever Pup I과 Pup II는 12개 marker 모두에서 멘델의 유전법칙에 따라 친자관계가 성립되었으나 풍산개인 Pup III은 PEZ1 (106bp/118bp), PEZ10 (276bp/300bp), FHC2010 (228bp/232bp) 등 3개 marker에서 유전법칙에 어긋나 친자관계가 성립되지 않았다.

Effects of Environment Enrichment on Behavioral Problems in Dogs with Separation Anxiety

  • Kang, Ok-Deuk
    • 한국환경과학회지
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    • 제31권2호
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    • pp.131-139
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    • 2022
  • This study aimed to evaluate the effects of four types of environmental enrichment on the improvement of companion dogs' behavioral problems due to separation anxiety. A total of 21 dogs of various breeds were included in the study. Data were collected to investigate the behaviors associated with anxiety in dogs, including vocalization, elimination, escape attempts, and destructiveness. A first stage, in which the dog and owner were together (P0), lasted 15 min, and a second stage, in which the dog and owner were separated (P1), lasted 15 min. After the dog and owner were separated (P1), the third stage (P2), during which the environment was enriched, lasted 20 min, and the fourth stage, following environment enrichment (P3), lasted 15 min. The results of the study indicated that compared to P0, the frequency of problematic behavior was highest during the 15 min following separation from the owner (P1). Following environmental enrichment, the average frequency of problematic behaviors in P2 decreased (P < 0.001) compared to P1. Environmental enrichment can also be used appropriately in the case of companion dogs, including shelter dogs or experimental dogs that use a limited kennel, and is a particularly effective means of improving the quality of life of dogs.