Paolo Di Achille

Loop profile Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 27

Top Venues

Circulation. Genomic and precision medicine

Nature genetics

Nature communications

PloS one

Yale University (PHD)

This page only lists publications with an associated author ORCID identifier.

Education History

Yale University

United States

PHD :: Biomedical Engineering

Università degli Studi di Pisa

Italy

MSC :: Biomedical Engineering

Publications

James Paul Pirruccello, Paolo Di Achille, Seung Hoan Choi, Joel T Rämö, Shaan Khurshid, Mahan Nekoui, Sean Joseph Jurgens, Victor Nauffal, Shinwan Kany, null null, Kenney Ng, Samuel Freesun Friedman, Puneet Batra, Kathryn L Lunetta, Aarno Palotie, Anthony A Philippakis, Jennifer E Ho, Steven A Lubitz, Patrick T Ellinor
Deep learning of left atrial structure and function provides link to atrial fibrillation risk. Nature communications 15 (1) (2024)
James Paul Pirruccello, Paolo Di Achille, Seung Hoan Choi, Joel T Rämö, Shaan Khurshid, Mahan Nekoui, Sean Joseph Jurgens, Victor Nauffal, Shinwan Kany, null null, Kenney Ng, Samuel Freesun Friedman, Puneet Batra, Kathryn L Lunetta, Aarno Palotie, Anthony A Philippakis, Jennifer E Ho, Steven A Lubitz, Patrick T Ellinor
Deep learning of left atrial structure and function provides link to atrial fibrillation risk. Nature communications 15 (1) (2024)
James Paul Pirruccello, Paolo Di Achille, Seung Hoan Choi, Joel T Rämö, Shaan Khurshid, Mahan Nekoui, Sean Joseph Jurgens, Victor Nauffal, Shinwan Kany, null null, Kenney Ng, Samuel Freesun Friedman, Puneet Batra, Kathryn L Lunetta, Aarno Palotie, Anthony A Philippakis, Jennifer E Ho, Steven A Lubitz, Patrick T Ellinor
Deep learning of left atrial structure and function provides link to atrial fibrillation risk. Nature communications 15 (1) (2024)
James Paul Pirruccello, Paolo Di Achille, Seung Hoan Choi, Joel T Rämö, Shaan Khurshid, Mahan Nekoui, Sean Joseph Jurgens, Victor Nauffal, Shinwan Kany, null null, Kenney Ng, Samuel Freesun Friedman, Puneet Batra, Kathryn L Lunetta, Aarno Palotie, Anthony A Philippakis, Jennifer E Ho, Steven A Lubitz, Patrick T Ellinor
Deep learning of left atrial structure and function provides link to atrial fibrillation risk. Nature communications 15 (1) (2024)
Victor Nauffal, Paolo Di Achille, Marcus D R Klarqvist, Jonathan W Cunningham, Matthew C Hill, James Paul Pirruccello, Lu-Chen Wang, Valerie N Morrill, Seung Hoan Choi, Shaan Khurshid, Samuel Freesun Friedman, Mahan Nekoui, Carolina Roselli, Kenney Ng, Anthony A Philippakis, Puneet Batra, Patrick T Ellinor, Steven A Lubitz
Genetics of myocardial interstitial fibrosis in the human heart and association with disease. Nature genetics (2023)
Victor Nauffal, Paolo Di Achille, Marcus D R Klarqvist, Jonathan W Cunningham, Matthew C Hill, James Paul Pirruccello, Lu-Chen Wang, Valerie N Morrill, Seung Hoan Choi, Shaan Khurshid, Samuel Freesun Friedman, Mahan Nekoui, Carolina Roselli, Kenney Ng, Anthony A Philippakis, Puneet Batra, Patrick T Ellinor, Steven A Lubitz
Genetics of myocardial interstitial fibrosis in the human heart and association with disease. Nature genetics (2023)
Victor Nauffal, Paolo Di Achille, Marcus D R Klarqvist, Jonathan W Cunningham, Matthew C Hill, James Paul Pirruccello, Lu-Chen Wang, Valerie N Morrill, Seung Hoan Choi, Shaan Khurshid, Samuel Freesun Friedman, Mahan Nekoui, Carolina Roselli, Kenney Ng, Anthony A Philippakis, Puneet Batra, Patrick T Ellinor, Steven A Lubitz
Genetics of myocardial interstitial fibrosis in the human heart and association with disease. Nature genetics 55 (5) (2023)
Xin Wang, Shaan Khurshid, Seung Hoan Choi, Samuel Freesun Friedman, Lu-Chen Wang, Christopher Reeder, James Paul Pirruccello, Pulkit Singh, Emily S Lau, Rachael Venn, Nate Diamant, Paolo Di Achille, Anthony A Philippakis, Christopher D Anderson, Jennifer E Ho, Patrick T Ellinor, Puneet Batra, Steven A Lubitz
Genetic Susceptibility to Atrial Fibrillation Identified via Deep Learning of 12-Lead Electrocardiograms. Circulation. Genomic and precision medicine (2023)
Victor Nauffal, Paolo Di Achille, Marcus D R Klarqvist, Jonathan W Cunningham, Matthew C Hill, James Paul Pirruccello, Lu-Chen Wang, Valerie N Morrill, Seung Hoan Choi, Shaan Khurshid, Samuel Freesun Friedman, Mahan Nekoui, Carolina Roselli, Kenney Ng, Anthony A Philippakis, Puneet Batra, Patrick T Ellinor, Steven A Lubitz
Genetics of myocardial interstitial fibrosis in the human heart and association with disease. Nature genetics (2023)
Victor Nauffal, Paolo Di Achille, Marcus D R Klarqvist, Jonathan W Cunningham, Matthew C Hill, James Paul Pirruccello, Lu-Chen Wang, Valerie N Morrill, Seung Hoan Choi, Shaan Khurshid, Samuel Freesun Friedman, Mahan Nekoui, Carolina Roselli, Kenney Ng, Anthony A Philippakis, Puneet Batra, Patrick T Ellinor, Steven A Lubitz
Genetics of myocardial interstitial fibrosis in the human heart and association with disease. Nature genetics (2023)
Victor Nauffal, Paolo Di Achille, Marcus D R Klarqvist, Jonathan W Cunningham, Matthew C Hill, James Paul Pirruccello, Lu-Chen Wang, Valerie N Morrill, Seung Hoan Choi, Shaan Khurshid, Samuel Freesun Friedman, Mahan Nekoui, Carolina Roselli, Kenney Ng, Anthony A Philippakis, Puneet Batra, Patrick T Ellinor, Steven A Lubitz
Genetics of myocardial interstitial fibrosis in the human heart and association with disease. Nature genetics 55 (5) (2023)
Victor Nauffal, Paolo Di Achille, Marcus D R Klarqvist, Jonathan W Cunningham, Matthew C Hill, James Paul Pirruccello, Lu-Chen Wang, Valerie N Morrill, Seung Hoan Choi, Shaan Khurshid, Samuel Freesun Friedman, Mahan Nekoui, Carolina Roselli, Kenney Ng, Anthony A Philippakis, Puneet Batra, Patrick T Ellinor, Steven A Lubitz
Genetics of myocardial interstitial fibrosis in the human heart and association with disease. Nature genetics 55 (5) (2023)
Victor Nauffal, Paolo Di Achille, Marcus D R Klarqvist, Jonathan W Cunningham, Matthew C Hill, James Paul Pirruccello, Lu-Chen Wang, Valerie N Morrill, Seung Hoan Choi, Shaan Khurshid, Samuel Freesun Friedman, Mahan Nekoui, Carolina Roselli, Kenney Ng, Anthony A Philippakis, Puneet Batra, Patrick T Ellinor, Steven A Lubitz
Genetics of myocardial interstitial fibrosis in the human heart and association with disease. Nature genetics 55 (5) (2023)
Shaan Khurshid, Christopher Reeder, Lia X Harrington, Pulkit Singh, Gopal Sarma, Samuel F Friedman, Paolo Di Achille, Nathaniel Diamant, Jonathan W Cunningham, Ashby C Turner, Emily S Lau, Julian S Haimovich, Mostafa A Al-Alusi, Xin Wang, Marcus D R Klarqvist, Jeffrey M Ashburner, Christian Diedrich, Mercedeh Ghadessi, Johanna Mielke, Hanna M Eilken, Alice McElhinney, Andrea Derix, Steven J Atlas, Patrick T Ellinor, Anthony A Philippakis, Christopher D Anderson, Jennifer E Ho, Puneet Batra, Steven A Lubitz
Cohort design and natural language processing to reduce bias in electronic health records research. NPJ digital medicine 5 (1) (2022)
Jonathan W Cunningham, Paolo Di Achille, Valerie N Morrill, Lu-Chen Wang, Seung Hoan Choi, Shaan Khurshid, Victor Nauffal, James Paul Pirruccello, Scott D Solomon, Puneet Batra, Jennifer E Ho, Anthony A Philippakis, Patrick T Ellinor, Steven A Lubitz
Machine Learning to Understand Genetic and Clinical Factors Associated With the Pulse Waveform Dicrotic Notch. Circulation. Genomic and precision medicine 16 (1) (2022)
James Paul Pirruccello, Paolo Di Achille, Victor Nauffal, Mahan Nekoui, Samuel F Friedman, Marcus D R Klarqvist, Mark D Chaffin, Lu-Chen Wang, Jonathan W Cunningham, Shaan Khurshid, Carolina Roselli, Honghuang Lin, Satoshi Koyama, Shefali S Verma, Yoichiro Kamatani, Issei Komuro, null null, Sean Joseph Jurgens, Emelia J Benjamin, Puneet Batra, Pradeep Natarajan, Kenney Ng, Udo Hoffmann, Steven A Lubitz, Jennifer E Ho, Mark E Lindsay, Anthony A Philippakis, Patrick T Ellinor
Genetic analysis of right heart structure and function in 40,000 people. Nature genetics 54 (6) (2022)
Jonathan W Cunningham, Paolo Di Achille, Valerie N Morrill, Lu-Chen Wang, Seung Hoan Choi, Shaan Khurshid, Victor Nauffal, James Paul Pirruccello, Scott D Solomon, Puneet Batra, Jennifer E Ho, Anthony A Philippakis, Patrick T Ellinor, Steven A Lubitz
Machine Learning to Understand Genetic and Clinical Factors Associated With the Pulse Waveform Dicrotic Notch. Circulation. Genomic and precision medicine 16 (1) (2022)
Jonathan W Cunningham, Paolo Di Achille, Valerie N Morrill, Lu-Chen Wang, Seung Hoan Choi, Shaan Khurshid, Victor Nauffal, James Paul Pirruccello, Scott D Solomon, Puneet Batra, Jennifer E Ho, Anthony A Philippakis, Patrick T Ellinor, Steven A Lubitz
Machine Learning to Understand Genetic and Clinical Factors Associated With the Pulse Waveform Dicrotic Notch. Circulation. Genomic and precision medicine (2022)
Jonathan W Cunningham, Paolo Di Achille, Valerie N Morrill, Lu-Chen Wang, Seung Hoan Choi, Shaan Khurshid, Victor Nauffal, James Paul Pirruccello, Scott D Solomon, Puneet Batra, Jennifer E Ho, Anthony A Philippakis, Patrick T Ellinor, Steven A Lubitz
Machine Learning to Understand Genetic and Clinical Factors Associated With the Pulse Waveform Dicrotic Notch. Circulation. Genomic and precision medicine (2022)
Jonathan W Cunningham, Paolo Di Achille, Valerie N Morrill, Lu-Chen Wang, Seung Hoan Choi, Shaan Khurshid, Victor Nauffal, James Paul Pirruccello, Scott D Solomon, Puneet Batra, Jennifer E Ho, Anthony A Philippakis, Patrick T Ellinor, Steven A Lubitz
Machine Learning to Understand Genetic and Clinical Factors Associated With the Pulse Waveform Dicrotic Notch. Circulation. Genomic and precision medicine 16 (1) (2022)
Jonathan W Cunningham, Paolo Di Achille, Valerie N Morrill, Lu-Chen Wang, Seung Hoan Choi, Shaan Khurshid, Victor Nauffal, James Paul Pirruccello, Scott D Solomon, Puneet Batra, Jennifer E Ho, Anthony A Philippakis, Patrick T Ellinor, Steven A Lubitz
Machine Learning to Understand Genetic and Clinical Factors Associated With the Pulse Waveform Dicrotic Notch. Circulation. Genomic and precision medicine 16 (1) (2022)
Jonathan W Cunningham, Paolo Di Achille, Valerie N Morrill, Lu-Chen Wang, Seung Hoan Choi, Shaan Khurshid, Victor Nauffal, James Paul Pirruccello, Scott D Solomon, Puneet Batra, Jennifer E Ho, Anthony A Philippakis, Patrick T Ellinor, Steven A Lubitz
Machine Learning to Understand Genetic and Clinical Factors Associated With the Pulse Waveform Dicrotic Notch. Circulation. Genomic and precision medicine 16 (1) (2022)
Jonathan W Cunningham, Paolo Di Achille, Valerie N Morrill, Lu-Chen Wang, Seung Hoan Choi, Shaan Khurshid, Victor Nauffal, James Paul Pirruccello, Scott D Solomon, Puneet Batra, Jennifer E Ho, Anthony A Philippakis, Patrick T Ellinor, Steven A Lubitz
Machine Learning to Understand Genetic and Clinical Factors Associated With the Pulse Waveform Dicrotic Notch. Circulation. Genomic and precision medicine 16 (1) (2022)
Christopher J Arthurs, Rostislav Khlebnikov, Alex Melville, Marija Marčan, Alberto Gomez, Desmond Dillon-Murphy, Federica Cuomo, Miguel Silva Vieira, Jonas Schollenberger, Sabrina R Lynch, Christopher Tossas-Betancourt, Kritika Iyer, Sara Hopper, Elizabeth Livingston, Pouya Youssefi, Alia Noorani, Sabrina Ben Ahmed, Foeke J H Nauta, Theodorus M J van Bakel, Yunus Ahmed, Petrus A J van Bakel, Jonathan P Mynard, Paolo Di Achille, Hamid Gharahi, Kevin D Lau, Vasilina Filonova, Miquel Aguirre, Nitesh Nama, Nan Xiao, Seungik Baek, Krishna Garikipati, Onkar Sahni, David Nordsletten, Carlos Alberto Figueroa
CRIMSON: An open-source software framework for cardiovascular integrated modelling and simulation. PLoS computational biology 17 (5) (2021)
Shaan Khurshid, Samuel Friedman, Christopher Reeder, Paolo Di Achille, Nathaniel Diamant, Pulkit Singh, Lia X Harrington, Xin Wang, Mostafa A Al-Alusi, Gopal Sarma, Andrea S Foulkes, Patrick T Ellinor, Christopher D Anderson, Jennifer E Ho, Anthony A Philippakis, Puneet Batra, Steven A Lubitz
Electrocardiogram-based Deep Learning and Clinical Risk Factors to Predict Atrial Fibrillation. Circulation (2021)
Paolo Di Achille, Jaimit Parikh, Svyatoslav Khamzin, Olga Solovyova, James Kozloski, Viatcheslav Gurev
Model order reduction for left ventricular mechanics via congruency training. PloS one 15 (1) (2020)
Jacopo Ferruzzi, Paolo Di Achille, George Tellides, Jay D Humphrey
Combining in vivo and in vitro biomechanical data reveals key roles of perivascular tethering in central artery function. PloS one 13 (9) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Paolo Di Achille