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Uso de Inteligência Artificial e Ferramentas Digitais Aplicadas à Pesquisa ClÃnica Veterinária
Paperback
Medical ReferenceGeneral Science
Publisher: Independently Published
Published: May 26 2026
Pages: 182
Weight: 0.50
Height: 0.46 Width: 6.00 Depth: 9.00
Language: Portuguese
A inteligência artificial chegou à pesquisa clÃnica veterinária - e com ela um vocabulário técnico que a maior parte dos currÃculos de medicina veterinária ainda não entrega. Saber usar uma ferramenta não é o mesmo que saber avaliar o que ela faz. Este livro responde exatamente essa segunda pergunta.
O que você vai aprender:
- O que um modelo de machine learning realmente otimiza - e o que ele é estruturalmente incapaz de aprender
- Como deep learning extrai representações de imagens clÃnicas e onde essa abordagem falha em populações veterinárias fora do contexto de treino
- Como sistemas digitais de coleta de dados (eCRF, EDC, EHR) funcionam e quais princÃpios de integridade (ALCOA+) os tornam confiáveis para pesquisa regulatória
- Como funciona a Monitoria Baseada em Risco (RBM) e como ferramentas de IA identificam inconsistências em estudos multicêntricos
- Quais frameworks éticos e regulatórios - EU AI Act, LGPD, diretrizes FDA - se aplicam quando IA integra um protocolo clÃnico
- Como ler criticamente um paper de IA veterinária usando CONSORT-AI, TRIPOD-AI, PROBAST e PRISMA-AI
- Como escrever prompts eficazes para tarefas reais de pesquisa usando IA generativa - com responsabilidade epistêmica
Para quem é este livro:
Pesquisadores clÃnicos veterinários, professores de metodologia cientÃfica, residentes e pós-graduandos em medicina veterinária que precisam trabalhar com evidências baseadas em IA sem necessariamente dominar programação ou estatÃstica avançada. Também relevante para profissionais de tecnologia e engenheiros de IA que atuam ou pretendem atuar em projetos de saúde animal, bem-estar de criações e pesquisa regulatória.
O que este livro não é
Não é um curso de Python. Não pressupõe conhecimento de álgebra linear. Não faz a apologia acrÃtica da IA - ao contrário, apresenta os instrumentos para questionar qualquer publicação que use essas tecnologias.
Cada capÃtulo segue a mesma lógica: primeiro o mecanismo, depois a aplicação veterinária, depois o que muda para a pesquisa clÃnica. O resultado é um livro que pode ser lido do inÃcio ao fim ou consultado por problema - com o mesmo rigor que se exige de qualquer metodologia clÃnica.
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