Machine vision
The role and impact of machine vision in the medical field
Medical field
Image diagnostics and analysis
Machine vision can automatically analyze and diagnose medical images, help doctors quickly and accurately detect diseases, such as tumors, fractures, etc., and provide auxiliary diagnostic opinions. This helps to improve the doctor's productivity and diagnostic accuracy.
Surgical navigation and assistance
Machine vision can provide real-time image navigation and positioning information to help doctors operate more accurately during surgery. For example, in minimally invasive surgery, machine vision can help doctors position and manipulate instruments, reducing surgical risks and trauma.
Rehabilitation and adjuvant therapy
Machine vision can monitor a patient's posture, movements, and behaviors to provide real-time feedback and guidance for rehabilitation. With machine vision systems, doctors can better understand the progress of a patient's recovery and make personalized treatment plans as needed.
Drug development and manufacturing
Machine vision can help drug developers improve efficiency and accuracy in drug screening, analysis, and quality control. It accelerates the discovery and development of new drugs and ensures the quality and safety of drug production.
Health monitoring and management
Machine vision can provide personalized health monitoring and management services by monitoring information such as physiological parameters, emotional states, and behavioral Xi. For example, by analyzing facial expressions, machine vision can help people identify and manage mental health issues.
Overview
The application of machine vision in the medical field can improve the quality and efficiency of medical services, improve the treatment experience of patients, and promote the innovation and progress of medical technology. However, it should be noted that machine vision technology still requires the supervision and judgment of artificial doctors, and cannot completely replace the role and responsibility of doctors.