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TSXDSY16R5 

依托于圖像識別和深度學習的人工智能和醫學影像的結合，至少能夠解決三種需求。一是病灶識別與標注，即通過Al醫學影像產品針對醫學影像進行圖像分割、特征提取、定量分析、對比分析等。針對這種需求，X線、CT、核磁共振等醫學影像的病灶自動識別與標注系統，可以大幅提升影像醫生診斷效率。目前的Al醫學影像系統已可以在幾秒內快速完成對十萬張以上的影像的處理，同時可以提高診斷準確率，尤其是降低了診斷結果的假陰性概率。

二是靶區自動勾畫與自適應放療。靶區自動勾畫及自適應放療產品能夠幫助放療科醫生對200到450張CT片進行自動勾畫，時間大大縮短到30分鐘一套，并且在患者15到20次上機照射過程中間不斷識別病灶位置變化以達到自適應放療，可以有效減少射線對病人健康組織的傷害。

三是影像三維重建。基于灰度統計量的配準算法和基于特征點的配準算法，解決斷層圖像配準問題，節約配準時間，在病灶定位、病灶范圍、良惡性鑒別、手術方案設計等方面發揮作用。

從落地方向來看，目前，我國Al醫學影像產品布局方向主要集中在胸部、頭部、盆腔、四肢關節等幾大部位，以腫瘤和慢病領城的疾病篩查為主。

在人工智能醫學影像發展應用初期，肺結節和眼底篩查為熱門領域。近兩年隨著技術不斷成熟迭代，各大Al醫學影像公司也在不斷擴大自己的業務半徑，乳腺癌、腦卒中和圍繞骨關節進行的骨齡測試也成為市場參與者重點布局的領域。在疫情中，Al 醫學影像就參與到新冠病灶定量分析與療效評價中，成為提升診斷效率和診斷質量的關鍵力量。

TSXDSY16R5

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TSXDSY16R5