Predicting vascular compliance in response to multiple potential treatments

• Main Authors: BICEK ANDREW DAVID, MASSIMINI DANIEL FRANK, LI WENGUANG
• Format: Patent
• Language: Chinese; English
• Published: 07.11.2023
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DIAGNOSIS; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; HUMAN NECESSITIES; HYGIENE; IDENTIFICATION; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; MEDICAL OR VETERINARY SCIENCE; PHYSICS; SURGERY

Devices and methods are provided that can not only infer stent dilation (vasodilation or compliance) and probability of surgical success (vascular patency) in real time from pre-treatment diagnostic imaging, but also train an inference model to generate such inference, thus, a physician is allowed to select an optimal treatment tool and treatment regimen for treating the blood vessel of a patient with greater certainty. 本发明提供了设备和方法，其既可根据治疗前诊断成像即时推断出支架扩张(血管扩张或顺应性)和手术成功概率(血管通畅性)，也可训练推理模型以生成这种推理，从而允许医师以更大的确定性选择用于治疗患者血管的最佳治疗工具和治疗方案。