XiaoMi-AI文件搜索系统
World File Search SystemKOIOS
诊断性乳房超声中的人工智能
结果：经验丰富的读者在曲线（AUC）下表现出卓越的性能，为0.888 [95％置信区间（CI）：0.793–0.983]，表明诊断精度很高。相反，KOIOS决策支持（DS）系统的AUC为0.693（95％CI：0.562–0.824）。在KOIOS和弹性的指导下，经验不足的读者的AUC为0.679（95％CI：0.534–0.823），而仅KOIOS的AUC为0.655（95％CI：0.512-0.799）。在没有任何指导的情况下，经验较低的读者表现出最低的性能，AUC为0.512（95％CI：0.352–0.672）。经验丰富的读者的灵敏度为98.1％，特异性为58.8％，正预测值为88.1％，负预测值为90.9％，总体准确性为88.6％。KOIOS DS的灵敏度为92.5％，特异性为35.3％，精度为78.6％。在受考山和弹性的指导下，经验丰富的读者的灵敏度为92.5％，特异性为23.5％，精度为75.7％。仅由Koios引导时，经验较低的读者的灵敏度为90.6％，特异性为17.6％，精度为72.9％。最后，没有任何指导的经验较低的读者的灵敏度为84.9％，特异性为17.6％，精度为68.6％。
超声图像的人工智能分析可减少良性乳腺活检对活检 BI-RADS 4 和 5 病变的回顾性研究
• 超声图像被匿名化，然后由 AI 软件系统 (Koios DS Breast) 进行分析。该系统仅根据 B 模式成像自动评估病变风险。然后根据真实情况评估系统输出，并与放射科医生的 BI-RADS 评估进行比较。
2023 年第 1 份工作
ALTEN – Apple – Argon Consulting – Astek – ATOS – Azmed – Bain et Compagnie – BAM – Barclays – Bearing Point – BEWAI – BMW Group – BNP PARIBAS – Bouygues Telecom – Broceliand SAS – Buf Compagnie – Capgemini – Energy Regulatory Commission – Corps of Armament Engineers – Crédit Agricole CIB – Datadog – Deeptimize – Deloitte – EDF R&D – National Education – Ekimetrics – Ekinops – Ericsson – Eurodecision - Flash contract – Gfk – Google – Greenly - BPCE Group - Headmind partners – IBM – idealWine - IDEMIA IS - Incepto Medical – INGEROP - Inoa Sistemas – Invivoo - JP Morgan – Kleep - Koios Intelligence – KPMG – LocalSolver - Loft orbital technologies – MBDA – Microsoft - Ministry of the Interior - Ministry of the Armed Forces - Murex SAS - Naox technologies – Natixis - Natwest市场 - Nexter Munitions - Numberly - OCP Solutions - Orange - Parrot Drone - Point72 - PwC France - Quantic Dream - Renault Digital - Rogers - Roland Berger - Safran electronics & defense - SATVAC - Secure-IC SAS - SHIFT TECHNOLOGY - Sia Partners - Siemens Advanta Consulting - Skillcorner - SLB - SMILE GROUP - SNCF Réseau - Société Générale - ST Microelectronics - Thales - The Boston Consulting Group - Theodo - Untie Nots - VELTYS - Wavestone - WYLR…
就业报告
ALTEN – Apple – Argon Consulting – Astek – ATOS – Azmed – Bain et Compagnie – BAM – Barclays – Bearing Point – BEWAI – BMW Group – BNP PARIBAS – Bouygues Telecom – Broceliand SAS – Buf Compagnie – Capgemini – Energy Regulatory Commission – Corps of Armament Engineers – Crédit Agricole CIB – Datadog – Deeptimize – Deloitte – EDF R&D – National Education – Ekimetrics – Ekinops – Ericsson – Eurodecision - Flash contract – Gfk – Google – Greenly - BPCE Group - Headmind partners – IBM – idealWine - IDEMIA IS - Incepto Medical – INGEROP - Inoa Sistemas – Invivoo - JP Morgan – Kleep - Koios Intelligence – KPMG – LocalSolver - Loft orbital technologies – MBDA – Microsoft - Ministry of the Interior - Ministry of the Armed Forces - Murex SAS - Naox technologies – Natixis - Natwest市场 - Nexter Munitions - Numberly - OCP Solutions - Orange - Parrot Drone - Point72 - PwC France - Quantic Dream - Renault Digital - Rogers - Roland Berger - Safran electronics & defense - SATVAC - Secure-IC SAS - SHIFT TECHNOLOGY - Sia Partners - Siemens Advanta Consulting - Skillcorner - SLB - SMILE GROUP - SNCF Réseau - Société Générale - ST Microelectronics - Thales - The Boston Consulting Group - Theodo - Untie Nots - VELTYS - Wavestone - WYLR…