图像引导手术系统的研究与开发应用的中期报告摘要：图像引导手术系统以其不侵入性的特点，成为一种快速、精准、安全的手术方法，并在医疗领域得到了广泛应用。本中期报告阐述了图像引导手术系统的研究和开发应用现状，并介绍了本研究在该领域的重要进展。我们在机器学习、图像分割和医学影像配准等方面取得了良好的成绩，为开发更精确的图像引导手术系统奠定了基础。未来我们将继续深入探索该领域，并进一步提高图像引导手术系统的精准度和实用性。关键词：图像引导手术系统；机器学习；图像分割；医学影像配准。Abstract：Theimage-guidedsurgicalsystemhasbecomeafast,accurate,andsafesurgicalmethodwithitsnon-invasivecharacteristics,andhasbeenwidelyusedinthemedicalfield.Thismidtermreportelaboratesonthecurrentresearchstatusanddevelopmentapplicationoftheimage-guidedsurgicalsystem,andintroducesthesignificantprogressinthisareaofstudy.Wehavemadegoodachievementsinmachinelearning,imagesegmentation,andmedicalimageregistration,layingthefoundationfordevelopingmoreaccurateimage-guidedsurgicalsystems.Inthefuture,wewillcontinuetoexplorethisfieldfurther,andfurtherimprovetheaccuracyandpracticalityoftheimage-guidedsurgicalsystem.Keywords:image-guidedsurgicalsystem;machinelearning;imagesegmentation;medicalimageregistration.