智慧醫(yī)療的未來之路

1、智慧醫(yī)療的未來之路時代在前進(jìn)，你準(zhǔn)備好了嗎？遠(yuǎn)程醫(yī)療PACS人工智能互聯(lián)網(wǎng)醫(yī)院區(qū)塊鏈第四次工業(yè)革命Our Ambition：Digitalizing Healthcare Together我們的目標(biāo)：共筑數(shù)字化醫(yī)療Digitalizinghealthcare實(shí)現(xiàn) 數(shù)字化醫(yī)療Expandingprecisionmedicine推進(jìn) 精準(zhǔn)醫(yī)療Transformingcaredelivery革新健康管理環(huán)境Improvingpatient Experience改善患者體驗(yàn)Wie und warum entstehenNeue Digitale Geschftsmodelle” inder Gesun

2、dheistindustrie?Author | UDepartnrestricted menSiemenstHealthcare GmbH, 20175How do we applyArtificial Intelligence?我們?nèi)绾螒?yīng)用人工智能？Applying traditional machine learning and deep learning采用傳統(tǒng)機(jī)器學(xué)習(xí)和深度學(xué)習(xí)相結(jié)合AI poweredGuidance & WorkflowAI poweredAcquisition & ExaminationALPHAAnatomical RangesCardiovascular T

3、AVI-PlanningSpine and rib unfoldingTrue fusionAnatomy VisualiserAccurate patient positioningAI poweredProcessing &InterpretationDeep learning algorithms help to care for patients more individually深度學(xué)習(xí)算法有助于為病患提供更為獨(dú)立的看護(hù)InputOutputLandmark detectionRange detection based on protocol inputRange adaption

4、to userchanges over timeIsocenter positioningPatient direction analysisFAST Integrated Workflow incl. unique FAST 3D CameraAIBased on deep learning algorithms the following are possible:Right scan direction with FAST DirectionCorrect andcomplete body regionwith FAST RangeRight dose modulationwith FA

5、ST IsocenteringThe system is pending 510(k) clearance, and is not yet available in the United States.AI based image analytics can drive automation helping to read chest imaging faster基于AI的圖像分析可以驅(qū)動自動化 更快閱讀胸部成像Abnormality highlightingHelps avoid missed abnormalities and identify incidental findings.Au

6、gmented reportingProvides standardized, reproducible quantitative reports using automated information extraction from images.Image-based biomarkerAssists with differential diagnosis for lung diseaseAssists with automated quantification and reportingautomated identificationof abnormalitiesImage court

7、esy: /display/Public/LIDC-IDRI, LIDC-IDRI-0463This feature is based on research, and is not commercially available. Due to regulatory reasons its future availability cannot be guaranteed.AIAssists withAI高質(zhì)量標(biāo)準(zhǔn)化成像結(jié)果是為AI建立大數(shù)據(jù)深度學(xué)習(xí)的基石中國用戶痛點(diǎn)如何有效運(yùn)營管理？如何提高影像水平？如何組織互聯(lián)互通？CTPET-CTMRDRUSPETMR什么是teamplay?“teampl

8、ay”is acloud-based data platform and eco-systemConnect, compare,collaborate.現(xiàn)狀與挑戰(zhàn)掃描協(xié)議命名不規(guī)范 沒有適用的遠(yuǎn)程診斷軟件放射劑量超標(biāo)Restricted Siemens Healthcare GmbH, 20teamplay Usage單臺設(shè)備的工作量及每日掃描協(xié)議單臺設(shè)備工作量(2018-5-10)：單日最大工作量：167例；工作時間高峰時間：0800-1700；晚高峰：1700-21009種身體部位19種程序類型20種方案17teamplay Usage單臺設(shè)備的工作效率單臺設(shè)備工作效率(2018-5- 1

9、0)：檢查床占用率CT1：90%；CT2:36%CT3：54%CT4：45%teamplay Usage核磁序列時間分析核磁部位檢查序列時間分析：MR-Hip(總耗時18:29)更換病人需要的時間腹部檢查：7:56分頭部檢查：6:44分脊柱檢查：3:02分胸部檢查：2:26分teamplay Usage工作流程分析teamplay Protocol 優(yōu)化管理可視化掃描協(xié)議管理可視化、可編輯的掃描協(xié)議管 理。CT及MRI設(shè)備所使用的掃描 協(xié)議及其參數(shù)和變更歷史可在一 個界面上一目了然。案例：體檢中心應(yīng)用掃描協(xié)議管 理后，應(yīng)用新掃描協(xié)議后，發(fā)現(xiàn) 新協(xié)議劑量明顯下降。teamplay Protoco

10、l一鍵式推送提升質(zhì)量標(biāo)準(zhǔn)的一致性teamplay Images遠(yuǎn)程醫(yī)療互聯(lián)互通影像生態(tài)圈：可即時分享給teamplay的所有用戶經(jīng)過標(biāo)準(zhǔn)掃描協(xié)議掃 描后的圖像是AI最佳 數(shù)據(jù)處理來源How do we applyArtificial Intelligence tomorrow?我們?nèi)绾螒?yīng)用人工智能？Avatar-based Augmented RealityReal-time registration of pre-op data based on 3D camera and avatar technologyAvatar-based Augmented RealityAI helps building digital twin of my heartCMRI and EP info fed into twin builder, trained with synthetic dataDigital twin of my heartShape, kinemat