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Liam Butler PhD
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ECG-AI: electrocardiographic artificial intelligence model for prediction of heart failure
O Akbilgic, L Butler, I Karabayir, PP Chang, DW Kitzman, A Alonso, ...
European Heart Journal-Digital Health 2 (4), 626-634, 2021
492021
Artificial intelligence applied to ECG improves heart failure prediction accuracy
O Akbilgic, L Butler, I Karabayir, P Chang, D Kitzman, A Alonso, L Chen, ...
Journal of the American College of Cardiology 77 (18_Supplement_1), 3045-3045, 2021
122021
Predicting Parkinson’s disease and its pathology via simple clinical variables
I Karabayir, L Butler, SM Goldman, R Kamaleswaran, F Gunturkun, ...
Journal of Parkinson's Disease 12 (1), 341-351, 2022
82022
Machine learning models improve prediction of large vessel occlusion and mechanical thrombectomy candidacy in acute ischemic stroke
S Thomas, P De la Pena, L Butler, O Akbilgic, DM Heiferman, R Garg, ...
Journal of Clinical Neuroscience 91, 383-390, 2021
72021
Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemic
L Butler, I Karabayir, MS Tootooni, M Afshar, A Goldberg, O Akbilgic
International journal of medical informatics 158, 104662, 2022
62022
National‐scale predictions of plant assemblages via community distribution models: leveraging published data to guide future surveys
L Butler, RA Sanderson
Journal of Applied Ecology 59 (6), 1559-1571, 2022
52022
A generalizable electrocardiogram-based artificial intelligence model for 10-year heart failure risk prediction
L Butler, I Karabayir, DW Kitzman, A Alonso, GH Tison, LY Chen, ...
Cardiovascular Digital Health Journal 4 (6), 183-190, 2023
42023
FEASIBILITY OF REMOTE MONITORING FOR FATAL CORONARY HEART DISEASE FROM SINGLE LEAD ECG
L Butler, T Celik, I Karabayir, L Chinthala, MS Tootooni, DD McManus, ...
Cardiovascular Digital Health Journal 4 (5), S1, 2023
32023
PO-703-04 ECG-AI can predict risk for heart failure with both preserved and reduced ejection fraction
I Karabayir, L Butler, D Kitzman, A Alonso, G Tison, LY Chen, G Clifford, ...
Heart Rhythm 19 (5), S447, 2022
32022
Externally validated deep learning model to identify prodromal Parkinson’s disease from electrocardiogram
I Karabayir, F Gunturkun, L Butler, SM Goldman, R Kamaleswaran, ...
Scientific Reports 13 (1), 12290, 2023
22023
Logistic Regression is also a Black Box. Machine Learning Can Help
L Butler, F Gunturkun, I Karabayir, O Akbilgic
International Workshop on Health Intelligence, 323-331, 2021
22021
A real world evidence for the performance of an ecg-ai based heart failure risk predictor
O Akbilgic, I Karabayir, L Butler, F Güntürkün, L Chinthala, JL Jefferies, ...
Journal of the American College of Cardiology 81 (8_Supplement), 727-727, 2023
12023
Time-Dependent ECG-AI Prediction of Fatal Coronary Heart Disease
L Butler, A Ivanov, T Celik, I Karabayir, L Chinthala, MS Tootooni, ...
medRxiv, 2023.10. 11.23296910, 2023
12023
The role of frailty index in predicting readmission risk following total joint replacement using light gradient boosting machines
J Slezak, L Butler, O Akbilgic
Informatics in Medicine Unlocked 25, 100657, 2021
12021
Generalisable methods for vegetation classification using computer-generated Pseudoquadrats
L Butler, RA Sanderson Dr
12018
PO-03-006 TOWARDS REMOTE AND NEEDLELESS MONITORING OF NT-PROBNP FROM ECG VIA AI
I Karabayir, M Hudson, K Ness, D MULROONEY, SB Dixon, JP Singh, ...
Heart Rhythm 21 (5), S408, 2024
2024
DH-482888-004 air-MONICA: A MOBILE APP FOR ECG-BASED POINT OF CARE AND REMOTE MONITORING OF ADVERSE PREGNANCY RELATED EVENTS
O Akbilgic, I Karabayir, L Butler, S Moldibi, R Davis
Heart Rhythm 21 (5), S14-S15, 2024
2024
DH-482888-003 ECG-AI DETECTION AND PREDICTION OF PREECLAMPSIA
L Butler, F Gunturkun, L Chinthala, I Karabayir, MS Tootooni, B Bakir-Batu, ...
Heart Rhythm 21 (5), S14, 2024
2024
Feasibility of remote monitoring for fatal coronary heart disease using Apple Watch ECGs
L Butler, A Ivanov, T Celik, I Karabayir, L Chinthala, MM Hudson, KK Ness, ...
Cardiovascular Digital Health Journal, 2024
2024
ECG-AI FOR BLOOD PRESSURE ESTIMATION
I Karabayir, R Davis, L Chinthala, L Butler, T Celik, U Kilic, O Akbilgic
Journal of the American College of Cardiology 83 (13_Supplement), 2646-2646, 2024
2024
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