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Paolo Di Achille
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The ĄDigital Twinąto enable the vision of precision cardiology
J Corral-Acero, F Margara, M Marciniak, C Rodero, F Loncaric, Y Feng, ...
European heart journal 41 (48), 4556-4564, 2020
4402020
A haemodynamic predictor of intraluminal thrombus formation in abdominal aortic aneurysms
P Di Achille, G Tellides, CA Figueroa, JD Humphrey
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2014
1922014
Biochemomechanics of intraluminal thrombus in abdominal aortic aneurysms
JS Wilson, L Virag, P Di Achille, I Karšaj, JD Humphrey
Journal of biomechanical engineering 135 (2), 021011, 2013
1332013
ECG-based deep learning and clinical risk factors to predict atrial fibrillation
S Khurshid, S Friedman, C Reeder, P Di Achille, N Diamant, P Singh, ...
Circulation 145 (2), 122-133, 2022
1222022
Novel methodology for characterizing regional variations in the material properties of murine aortas
MR Bersi, C Bellini, P Di Achille, JD Humphrey, K Genovese, S Avril
Journal of biomechanical engineering 138 (7), 071005, 2016
952016
Beyond backprop: Online alternating minimization with auxiliary variables
A Choromanska, B Cowen, S Kumaravel, R Luss, M Rigotti, I Rish, ...
International Conference on Machine Learning, 1193-1202, 2019
692019
CRIMSON: An open-source software framework for cardiovascular integrated modelling and simulation
CJ Arthurs, R Khlebnikov, A Melville, M Marčan, A Gomez, ...
PLoS computational biology 17 (5), e1008881, 2021
642021
Combining in vivo and in vitro biomechanical data reveals key roles of perivascular tethering in central artery function
J Ferruzzi, P Di Achille, G Tellides, JD Humphrey
PloS one 13 (9), e0201379, 2018
482018
Genetic analysis of right heart structure and function in 40,000 people
JP Pirruccello, P Di Achille, V Nauffal, M Nekoui, SF Friedman, ...
Nature genetics 54 (6), 792-803, 2022
462022
Multi-modality imaging enables detailed hemodynamic simulations in dissecting aneurysms in mice
EH Phillips, P Di Achille, MR Bersi, JD Humphrey, CJ Goergen
IEEE transactions on medical imaging 36 (6), 1297-1305, 2017
392017
Large language models are few-shot health learners
X Liu, D McDuff, G Kovacs, I Galatzer-Levy, J Sunshine, J Zhan, MZ Poh, ...
arXiv preprint arXiv:2305.15525, 2023
382023
Gaussian process regressions for inverse problems and parameter searches in models of ventricular mechanics
P Di Achille, A Harouni, S Khamzin, O Solovyova, JJ Rice, V Gurev
Frontiers in physiology 9, 1002, 2018
372018
Cohort design and natural language processing to reduce bias in electronic health records research
S Khurshid, C Reeder, LX Harrington, P Singh, G Sarma, SF Friedman, ...
Npj Digital Medicine 5 (1), 47, 2022
352022
Hemodynamics‐driven deposition of intraluminal thrombus in abdominal aortic aneurysms
P Di Achille, G Tellides, JD Humphrey
International journal for numerical methods in biomedical engineering 33 (5 …, 2017
352017
Deep learning to predict cardiac magnetic resonance–derived left ventricular mass and hypertrophy from 12-lead ECGs
S Khurshid, S Friedman, JP Pirruccello, P Di Achille, N Diamant, ...
Circulation: Cardiovascular Imaging 14 (6), e012281, 2021
292021
Data-driven modeling of hemodynamics and its role on thrombus size and shape in aortic dissections
A Yazdani, H Li, MR Bersi, P Di Achille, J Insley, JD Humphrey, ...
Scientific reports 8 (1), 2515, 2018
292018
Anisotropic AAA: Computational comparison between four and two fiber family material models
P Di Achille, S Celi, F Di Puccio, P Forte
Journal of biomechanics 44 (13), 2418-2426, 2011
282011
Multimodality imaging-based characterization of regional material properties in a murine model of aortic dissection
MR Bersi, VA Acosta Santamaría, K Marback, P Di Achille, EH Phillips, ...
Scientific reports 10 (1), 9244, 2020
242020
Strongly coupled morphological features of aortic aneurysms drive intraluminal thrombus
D Bhagavan, P Di Achille, JD Humphrey
Scientific reports 8 (1), 13273, 2018
242018
Toward large-scale computational fluid-solid-growth models of intracranial aneurysms
P Di Achille, JD Humphrey
The Yale journal of biology and medicine 85 (2), 217, 2012
192012
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