DIGITAL TWINS OF CARDIOVASCULAR BIOMECHANICS: HOW CAN WE ACHIEVE THIS FOR EACH PATIENT?

A. Aggarwal

LEARNING DISEASE: FEASIBILITY OF MODELING OF MYOCARDIAL INFARCTION USING A NEURAL NETWORK FINITE ELEMENT APPROACH

S. Motiwale, M. S Sacks

DEEP LEARNING-DRIVEN VOLUMETRIC VASCULATURE MODELING FOR 3D GROWTH MAPPING IN LONGITUDINAL MEDICAL IMAGING

C. Yan, B. C. Ayers, S. Haltmeier, A. Rouhollahi, A. S. Jassar, F. R. Nezami

GRAPH NEURAL NETWORKS FOR REAL-TIME PREDICTION AND TREATMENT DECISION IN INTRACRANIAL ANEURYSMS

V. Lannelongue, U. Pelissier, P. Garnier, L. Philibert-Nicol, P. Jeken-Rico, P. Meliga, E. Hachem

GEOMETRIC DL-BASED PREDICTION OF AXIAL STRESSES TO ASSESS THE RISK OF ASCENDING AORTA DISSECTION

D. Astori, S. Di Filippo, S. Saitta, I. Ianniruberto, G. Nannini, D. Milesi, A. Redaelli, E. Votta

DEEP LEARNING GENERATION OF INTRACRANIAL ANEURYSM AT CONTROLLED MORPHOLOGY FOR FLUID DYNAMICS INVESTIGATIONS

W. Ding, K. Ji, S. Castro, Y. Luo, C. H. Yap

A RADIOMECHANICAL MACHINE LEARNING APPROACH FOR HIGH-RISK CAROTID PLAQUE PREDICTION

A. Corti, J. de Kort, D. Bissacco, M. Domanin, S. Trimarchi, V. Corino, F. Migliavacca, L. Mainardi

A PATHWAY TO IMPROVING REHABILITATION OUTCOMES THROUGH AI-POWERED, CLINICALLY ACCESSIBLE BIOMECHANICS

R. J. Cotton

SYNTHETIC GAIT GENERATOR: A DATA-DRIVEN FRAMEWORK FOR CREATING COMPREHENSIVE HUMAN MOVEMENT DATASETS

A. Berger, G. Serrancolí

ENHANCING ROBUSTNESS USING TRANSFER LEARNING: DEEP LEARNING BASED GAIT EVENT DETECTION FOR OLDER ADULTS

K. Z. Tan, Z. Y. Yong, Y. K. Kim, M. Gwerder, A. Frautschi, E. Lamoureux, P. Gupta, N. B. Singh

MACHINE LEARNING-BASED RANKING OF FALL RISK FACTORS

M. T. Adil, P. Mandal

MUSCLE FATIGUE CLASSIFICATION DURING FES: A STUDY ON ISOMETRIC, ISOTONIC, AND HYBRID CONTRACTION DATASETS

S. Selkmann, A. Lipphaus, M. Neumann, B. Bender

TFNET A TEMPORAL FREQUENCY DOMAIN MODEL FOR GAIT BIOMECHANICAL SIGNAL PREDICTION

Q. Bian, J. Duan, Z. Ding

A FEDERATED LEARNING MODEL FOR MONITORING DYNAMIC GAIT BALANCE USING A SINGLE IMU

C.-H. Yu, Y.-Y. Cheng, H.-Y. Tsai, S.-H. Lu, Y.-F. Lu, T.-M. Wang, T.-W. Lu

A ROBOTIC TEST SETUP FOR BIOTRIBOLOGICAL INVESTIGATIONS ON COMPLEX SHAPED CARTILAGE SURFACES

L. de Roy, M. Roderigo, J. Schwer, K. Schlickenrieder, A. Ignatius, A. Seitz

PREDICTION OF HEMODYNAMICS IN HEALTHY MITRAL VALVES: VALIDATION OF FLUID-STRUCTURE INTERACTION SIMULATIONS

L. Christierson, P. Frieberg, P. Liuba, E. Hedström, J. Revstedt, H. Isaksson, N. Hakacova

FULLY COUPLED MULTI-SPECIES MECHANO-TRANSPORT SIMULATIONS IN THE INTERVERTEBRAL DISC

E. Muñoz-Moya, Z. Workineh, C. Ruiz Wills, G. Piella, J. Noailly

MOLECULAR MECHANISMS OF MUSCLE CONTRACTION: PAST, PRESENT AND FUTURE

W. Herzog

ASSESSING ACTIVE AND PASSIVE STIFFNESS IN PLANTAR FLEXORS COMPLEX USING SHEAR WAVE ELASTOGRAPHY

L. Vincent, M. Zidi, P. Portero, W. Maktouf

EXPERIMENTAL STUDY ON WHOLE-BODY VIBRATION TRANSMISSION TO WHEELCHAIR USERS: A PRELIMINARY STUDY.

C. Bosio, C. Sauret, P. Thoreux, F. Marrone, M. Tarabini, D. Chadefaux

IMPROVING LOAD DISTRIBUTION IN SOLDIERS USING THE LOAD CARRIAGE INDEX: EFFECTS ON GAIT BIOMECHANICS

I. Ketko, N. Tuaf, S. Ashri, R. Yanovich, Y. Epstein, A. G. Fischer

THE ROLE OF THE DELTOID AND SYNDESMOTIC LIGAMENTS ON THE BIOMECHANICAL ROTATIONAL ANKLE (IN-)STABILITY

D. Warnecke, N. M. Nasef, S. Baumbach, S. Bachmaier

INVESTIGATING BONE DENSITY AND STRENGTH ACROSS SEX AND AGE USING MACHINE LEARNING AND FINITE ELEMENT MODELING

B. E Matheson, M. Walle, C. Ye, S. K Boyd

UNBOXING THE „BLACK-BOX“: EXPLAINING MACHINE LEARNING MODELS IN HUMAN MOVEMENT ANALYSIS

D. Slijepčević

SUPPORT VECTOR MACHINE APPLIED TO FRAGILE X EMG DATA: A MACHINE LEARNING APPROACH USING DYNAMIC TIME WARPING

F. Beghetti, F. Spolaor, V. Liani, R. Polli, D. Varagnolo, Z. Sawacha

DEEP NEURAL NETWORK TO PREDICT GROUND REACTION FORCES FROM PRESSURE MAPS DURING GAIT

P. Rudolf von Rohr, J. Romkes, E. Viehweger, M. Sangeux

UNVEILING THE OPTIMAL SENSOR CONFIGURATION IN RUNNING: AN EXPLAINABLE AI TOOL FOR LOWER BODY JOINT ANGLE ESTIMATION

X. Song, F. J. Wouda, J. Reenalda

PREDICTION OF KNEE MOMENTS POST-TOTAL KNEE ARTHROPLASTY USING WEARABLE SENSORS AND MACHINE LEARNING

S. Fahmawy, A. Sabaty, S. Batcir, A. Fishman, A. G Fischer

PATIENT-SPECIFIC DIGITAL HUMAN TWINS BASED ON THERMODYNAMICS-INFORMED GRAPH-NEURAL NETWORKS

L. Tesan, D. González, E. Cueto, P. Martins

KNEE JOINT KINETICS PREDICTION USING SINGLE KINEMATIC INPUT DURING GAIT THROUGH DEEP LEARNING MODELS

A. A. V. Hulleck, A. Alshehhi, R. Katmah, M. Abdullah, M. El Rich, K. Khalaf

MACHINE LEARNING-BASED ESTIMATION OF KNEE LOADING CONDITIONS FROM MOTION CAPTURE DATA

Y. N. Derungs, M. Bertsch, A. Maas, T. M. Grupp, W. R. Taylor, S. H. Hosseini Nasab

SENSITIVITY OF INVERSE DYNAMICS TO AN AI-DRIVEN MARKERLESS-BASED MUSCULOSKELETAL MODELLING APPROACH

G. Rigoni, O. Zazpe, F. Spolaor, Z. Sawacha

MACHINE LEARNING-BASED PREDICTION OF CARTILAGE DEGENERATION: A FAST AND ACCURATE ALTERNATIVE TO FEM

H. Amini, S. M. Yousefi, M. A. Nazari, I. Jonkers, S. A. Elahi

SEX, AGE, AND BONE STRAIN EFFECT ON CLINICAL REVISION AFTER REVERSED TOTAL SHOULDER ARTHROPLASTY

P. Eghbali, O. B. Satir, F. Becce, P. Goetti, P. Büchler, D. Pioletti, A. Terrier

AI BASED 3D ANALYSIS OF GLENOID BONE LOSS

S. Kamradt, A. R. Oswald, H. Hess, A. C. Ruckli, J. T. Rojas, M. Jacxsens, A. Lädermann, M. A. Zumstein, M. Schär, K. Gerber

AUTOMATED CLASSIFICATION OF KNEE OSTEOARTHRITIS SEVERITY USING MARKERLESS MOTION CAPTURE AND DEEP LEARNING

E. Kaya, H. Şirzai, M. G. Yavuzer, H. Argunsah

DEEP LEARNING CLASSIFICATION OF LAMINOPATHY MUTATIONS USING NUCLEAR DEFORMATIONS ON MICROGROOVES

X. Zhang, C. Leclech, B. Roellinger, C. Badens, C. Desgrouas, C. Coirault, E. D. Angelini, A. I. Barakat

ASSESSING UNCERTAINTY IN CNN-BASED PREDICTIONS OF METASTATIC FEMUR STRENGTH FROM 2D PROJECTIONS

A. Synek, E. Benca, D. H. Pahr

IMPACT OF ANATOMICA VARIATION OF BRACHIOCEPHALIC TRUNK ON ECMO PERFORMANCE: OXYGEN MIXING AND HEMODYNAMICS

H. Moradi, E. Guigli--Berthet, F. Rikhtegar Nezami, F. van de Vosse, W. Huberts

CHARACTERIZING CORONARY TOPOLOGY AND MICROVASCULAR OBSTRUCTION

R. Straughan, E. Schreiber, A. Bonnin, N. Cesarovic, D. Obrist

HIGH-FREQUENCY WALL VIBRATION CORRELATES WITH THE GROWTH OF VERTEBROBASILAR DOLICHOECTASIA ANEURYSM

K. Yamamoto, L. Soliveri, M. Bozzetto, C. E. Campiglio, A. Remuzzi, L. A. Lanterna, K. Valen-Sendstad

VASCULAR WALL VIBRATIONS OF ARTERIOVENOUS FISTULA PROPAGATE THROUGH THE SOURROUNDING TISSUE: A FLUID STRUCTURE INTERACTION STUDY

S. Poloni, L. Soliveri, J. Ring, A. Remuzzi, M. Bozzetto, K. Valen-Sendstad

WALL SHEAR STRESS ESTIMATION WITH GEOMETRIC DEEP LEARNING IN DISEASED CORONARY ARTERIES

B. Griffo, M. Lodi Rizzini, A. Candreva, C. Collet, D. Munhoz, S. Biscaglia, C. Chiastra, D. Gallo, U. Morbiducci

3D VELOCITY AND PRESSURE FIELD RECONSTRUCTION IN THE CARDIAC LEFT VENTRICLE VIA PHYSICS INFORMED NEURAL NETWORK FROM ECHOCARDIOGRAPHY GUIDED BY 3D COLOR DOPPLER

S. Wong, C. H. Yap, W. X. Chan, W. B. Mao

IMPACT OF VASCULAR CALCIFICATION ON FEMOROPOPLITEAL ARTERY DEFORMATIONS DURING LIMB FLEXION

A. Kamenskiy, I. Pipinos, Y. Tian, B. B. de Oliveira, D. Orton, X. Liu, J. MacTaggart

TOWARDS PATIENT-SPECIFIC OPTIMIZATION OF INTRA-AORTIC PUMP THERAPY USING CFD AND AI

E. HACHEM, M. RENAULT, M. CHATARD, É. PADIÉ, P. MELIGA

A CFD ANALYSIS TO OPTIMIZE SIZE AND SHAPE PATTERN FOR ENDOTHELIAL CELL GROWTH

E. Romano, N. Cancilla, F. Cosentino, M. Baccarella, M. Ciofalo, W. R. Wagner, G. Micale, A. Tamburini, A. D'Amore

PATIENT-SPECIFIC CFD MODELING OF A 3D CORONARY ARTERY TREE IN OPENFOAM

M. A. Raza, Ž. Tuković, P. De Jaeger, A. Ivankovic, M. J. O’Rourke

STATISTICAL SHAPE MODELLING OF THE PULMONARY ARTERY AND AORTA CORRELATES WITH PULMONARY HYPERTENSION

L. Burrows, J. Page, J. Suntharalingam, J. Rodrigues, A. Cookson

FSI-BASED DIGITAL TWIN FOR AORTIC GRAFT OPTIMIZATION: A FULLY AUTOMATED PIPELINE FOR PATIENT-SPECIFIC SIMULATIONS

I. Ianniruberto, D. Astori, D. Tondi, G. Nannini, J. W. Weinsaft, E. Votta, A. Redaelli

REDUCED ORDER MODELLING OF CEREBRAL VASCULATURE: A DATA & PHYSICS DRIVEN APPROACH

P. Ramya, F. Fontana, M. J. Pourquie, F. Gijsen, S. Pirola

AORTIC ANNULOPLASTY FSI DIGITAL TWIN OF 3D-PRINTED PHANTOMS WITH 4D-FLOW MRI COMPARISON

L. Bontempi, M. Zattoni, A. Ramella, F. Migliavacca, S. Ringgaard, W. Y. Kim, P. Johansen, M. Colombo

DEVELOPMENT OF A DIGITAL TWIN FOR THE DIAGNOSIS OF CARDIAC PERFUSION DEFECTS

E. Criseo, A. Baggiano, G. Montino Pelagi, G. Nannini, A. Redaelli, G. Pontone, C. Vergara

A DYNAMIC NUMERICAL ANALYSIS OF AN UPPER HUMAN ARM MODEL FOR CUFF-BASED OSCILLOMETRIC BLOOD PRESSURE MEASUREMENT

M. Azhar, Z. u. R. Tahir

COLLAGEN AND ELASTIN ARCHITECTURE IN OPTICALLY CLEARED ATHEROSCLEROTIC PLAQUES USING MULTIPHOTON MICROSCOPY

S. Dreesen, P. Asgari, M. Lavrijsen, G.-J. Kremers, A. Akyildiz

INVESTIGATION INTO ARTERIAL VASOACTIVITY FOR DEVICE TESTING

B. Pulipaka, C. Lally, A. McCulloch, J. Walkingshaw, B. Tornifoglio

FOOT PERFUSION. INSIGHTS FROM AN ANATOMICALLY DETAILED ARTERIAL NETWORK MODEL.

C. Dalmaso, M. Bisgaard, J. V. Nygaard, H. Precht, K. C. Houlind, L. O. Müller, P. J. Blanco

A COMPARATIVE STUDY OF LUMPED PARAMETER CARDIAC MODELS THROUGH SENSITIVITY AND IDENTIFIABILITY ANALYSIS

M. Haghebaert, P. Varsos, R. Meiburg, I. Vignon-Clementel

YAP/TAZ AS MECHANOSENSORY REGULATORS OF BLOOD VESSEL FORMATION IN HEALTH AND DISEASE

T. Ristori, M. Passier, S. Zarinbal, C. Sahlgren, K. Bentley, C. Bouten, S. Loerakker