Page 265 - Artificial Intelligence for Computational Modeling of the Heart

Index 239

R Synthetic modules, 30, 70, 82
Radial motion, 72 anatomical models, 120, 128, motion, 30, 38, 79
Rare pathologies, 120, 134, 135 135, 195, 202 phase, 30
Regression cellular models, 144, aortic geometries, 202 plane, 71
150–152 database, 120, 134, 202 positions, 37, 82, 84, 85
Regression models, 167 vessel, 193 prosthetic, 38
Reinforcement learning (RL), Systemic circulation, 177, 203, system, 39
106, 115, 163, 168, 181 205–207 tricuspid, 4, 29
Systemic resistance, 204, 205
Resistance Venous systemic resistance, 33
Systolic pressure, 205
arterial, 203 Ventricle, 4, 27, 29, 31, 33, 45, 70,
aortic, 205
distal, 31 86, 91
lumped, 31 T Ventricular
pulmonary, 204, 205 action potential mechanistic
Torso, 16, 17, 50, 64, 167, 168,
Right ventricular (RV), 184 models, 138
180 blood pressure, 84
endocardium, 90
mesh, 63, 64, 66 blood velocities, 87
epicardium, 46
modeling, 50 electrical activity, 148
Total Lagrangian Explicit electrophysiology, 12, 33
S Dynamics (TLED), 67, 154 electrophysiology model, 57
Sarcoplasmic reticulum (SR), 22 pressure, 86 hemodynamics, 26
Scar,6,184 solver, 76, 82, 157 motion, 71
burden, 185 Transmembrane potential, 8, 12, myocardium, 4
characteristics, 185 16, 143, 152 pressure, 28, 32, 71, 123
dynamics, 153
myocardium, 47 Vessel
profile, 143, 145
tissue, 184 blood flow, 79
Segmentation accuracy, 105 V centerline, 193, 195
Sparse adaptive data sampling, geometry, 86, 199
Validation datasets, 125, 128
100 radius, 87, 193
Valves
Sparse adaptive deep neural artificial, 36 shape, 191
networks, 99, 102 synthetic, 193
atrioventricular, 47
Steerable features, 98, 99, 103, tube, 194
boundary, 83
104 cardiac, 38, 85 Virtual heart, 25, 184, 210
Stenosis, 119, 121, 123, 126, 127, configuration, 84 Virtual heart model, 210
134 Viscous pressure loss, 200
geometry, 87, 88
bifurcation, 120, 122, 134 geometry information, 37 Vito, 169, 176
center, 122 height, 30
percentage diameter, 122 insufficiency, 26 W
regions, 122, 123 kinematics, 30, 36 Wall Shear Stress (WSS), 191
serial, 120, 134 mechanics, 27 Whole body circulation (WBC),
Stroke volume, 26, 27, 206, 207 mesh, 83, 84 28, 203
Subendocardium, 9, 57 models, 31, 37, 38, 45, 84 model, 177, 203, 206, 210