Method and system for machine learning based assessment of fractional flow reserve

P Sharma, A Kamen, B Georgescu, F Sauer… - US Patent …, 2017 - Google Patents
(57) ABSTRACT A method and system for determining fractional flow reserve (FFR) for a
coronary artery stenosis of a patient is disclosed. In one embodiment, medical image data of …

Method and system for non-invasive assessment of coronary artery disease

P Sharma, B Georgescu, V Mihalef, T Chen… - US Patent …, 2015 - Google Patents
In order to assess coronary artery disease from medical image data, an anatomical model of
a coronary artery is generated from the medical image data. A velocity of blood in the …

Systems and methods for estimating ischemia and blood flow characteristics from vessel geometry and physiology

T Fonte, G Choi, L Grady, M Singer - US Patent 10,433,740, 2019 - Google Patents
Abstract Systems and methods are disclosed for determining individual-specific blood flow
characteristics. One method includes acquiring, for each of a plurality of individuals …

Method and system for machine learning based assessment of fractional flow reserve

P Sharma, A Kamen, B Georgescu, F Sauer… - US Patent …, 2017 - Google Patents
A method and system for determining fractional flow reserve (FFR) for a coronary artery
stenosis of a patient is disclosed. In one embodiment, medical image data of the patient …

Method and system for purely geometric machine learning based fractional flow reserve

LM Itu, P Sharma, S Rapaka, T Passerini… - US Patent …, 2019 - Google Patents
A method and system for determining hemodynamic indices, such as fractional flow reserve
(FFR), for a location of interest in a coronary artery of a patient is disclosed. Medical image …

Method and system for image processing and patient-specific modeling of blood flow

CA Taylor - US Patent 9,839,484, 2017 - Google Patents
Embodiments include a system for determining cardiovascular information for a patient. The
system may include at least one computer system configured to receive patient-specific data …

Method and system for image processing to determine blood flow

CA Taylor - US Patent 11,116,575, 2021 - Google Patents
Embodiments include a system for determining cardiovascular information for a patient. The
system may include at least one computer system configured to receive patient-specific data …

Plaque vulnerability assessment in medical imaging

P Sharma, D Comaniciu - US Patent 10,478,130, 2019 - Google Patents
Rather than rely on variation from physician to physician and limited imaging information for
assessing plaque vulnerability of a patient, medical imaging and other information are used …

Method and system for image processing and patient-specific modeling of blood flow

CA Taylor - US Patent 11,090,118, 2021 - Google Patents
Embodiments include a system for determining cardiovascular information for a patient. The
system may include at least one computer system configured to receive patient-specific data …

Method and system for automated therapy planning for arterial stenosis

F Sauer, P Sharma, M Schoebinger - US Patent 9,888,968, 2018 - Google Patents
A method and system for automated decision support for treatment planning of arterial
stenoses is disclosed. A set of stenotic lesions is identified in a patient's coronary arteries …