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D

Derek Beaton

university of toronto

22H指数
138论文数
2.7K被引数
收录论文 49
发表时间
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Predicting 1-year successful clinical use of an arteriovenous access for hemodialysis using machine learning使用机器学习预测动静脉通路在血液透析中1年的成功临床应用
errnpj Digital Medicine
IF15.1
err2025-12-04
err0
errOAAI
errBen Li; Naomi Eisenberg; Derek Beaton; Douglas S. Lee; Leen Al-Omran; Duminda N. Wijeysundera; Mohamad A. Hussain; Ori D. Rotstein; Elisa Greco; Charles de Mestral; Muhammad Mamdani; Graham Roche-Nagle; Mohammed Al-Omran
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Reply回复
errJournal of Vascular Surgery
IF3.6
err2025-09-16
err0
PREAI
errBen Li; Naomi Eisenberg; Derek Beaton; Douglas S. Lee; Leen Al-Omran; Duminda N. Wijeysundera; Mohamad A. Hussain; Ori D. Rotstein; Charles de Mestral; Muhammad Mamdani; Graham Roche-Nagle; Mohammed Al-Omran
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Predicting mortality risk following major lower extremity amputation using machine learning利用机器学习预测主要下肢截肢后的死亡风险
errEuropean Journal of Vascular and Endovascular Surgery
IF6.8
err2025-08-20
err0
PREAI
errBen Li; Naomi Eisenberg; Derek Beaton; Douglas S. Lee; Leen Al-Omran; Duminda N. Wijeysundera; Mohamad A. Hussain; Ori D. Rotstein; Charles de Mestral; Muhammad Mamdani; Graham Roche-Nagle; Mohammed Al-Omran
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Predicting outcomes following endovascular aortoiliac revascularization using machine learning基于机器学习的腔内腹主动脉髂动脉血运重建后结局预测
errnpj Digital Medicine
IF15.1
err2025-07-24
err0
errOAAI
errBen Li; Badr Aljabri; Derek Beaton; Leen Al-Omran; Mohamad A. Hussain; Douglas S. Lee; Duminda N. Wijeysundera; Ori D. Rotstein; Charles de Mestral; Muhammad Mamdani; Mohammed Al-Omran
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Predicting mortality risk following major lower extremity amputation using machine learning利用机器学习预测重大下肢截肢后的死亡风险
errJournal of Vascular Surgery
IF3.6
err2025-06-04
err0
errOAAI
errBen Li; Naomi Eisenberg; Derek Beaton; Douglas S. Lee; Leen Al-Omran; Duminda N. Wijeysundera; Mohamad A. Hussain; Ori D. Rotstein; Charles de Mestral; Muhammad Mamdani; Graham Roche-Nagle; Mohammed Al-Omran
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Predicting outcomes following open abdominal aortic aneurysm repair using machine learning利用机器学习预测开放性腹主动脉瘤修复术后的结果
errSCIENTIFIC REPORTS
IF3.9
err2025-04-24
err0
errOAAI
errLi, Ben; Aljabri, Badr; Beaton, Derek; Al-Omran, Leen; Hussain, Mohamad A.; Lee, Douglas S.; Wijeysundera, Duminda N.; Rotstein, Ori D.; de Mestral, Charles; Mamdani, Muhammad
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Using Machine Learning to Predict Outcomes Following Thoracic and Complex Endovascular Aortic Aneurysm Repair
errJOURNAL OF THE AMERICAN HEART ASSOCIATION
IF5.3
err2025-03-04
err0
PREAI
errLi, Ben; Eisenberg, Naomi; Beaton, Derek; Lee, Douglas S.; Aljabri, Badr; Al-Omran, Leen; Wijeysundera, Duminda N.; Rotstein, Ori D.; Lindsay, Thomas F.; de Mestral, Charles; Mamdani, Muhammad; Roche-Nagle, Graham; Al-Omran, Mohammed
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Using machine learning to predict outcomes following transcarotid artery revascularization
errSCIENTIFIC REPORTS
IF3.9
err2025-01-31
err0
errOAAI
errLi, Ben; Eisenberg, Naomi; Beaton, Derek; Lee, Douglas S.; Al-Omran, Leen; Wijeysundera, Duminda N.; Hussain, Mohamad A.; Rotstein, Ori D.; de Mestral, Charles; Mamdani, Muhammad; Roche-Nagle, Graham; Al-Omran, Mohammed
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A DAT1 gene and APOE ε4 interaction is associated with apathy and structural brain changes in mild cognitive impairment and Alzheimer's diseaseDAT1基因和apoeε4相互作用与轻度认知障碍和阿尔茨海默氏病的冷漠和结构性大脑变化有关
errJOURNAL OF ALZHEIMERS DISEASE
IF3.1
err2024-11-29
err0
PREAI
errMalik, Rubina; Beaton, Derek; Ahmed, Juweiriya; Nho, Kwangsik; Saykin, Andrew J.; Wang, Jian; Hegele, Robert A.; Finger, Elizabeth; Alzheimers Disease Neuroimaging Initiative
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Using Machine Learning to Predict Outcomes Following Transfemoral Carotid Artery Stenting使用机器学习预测经股颈动脉支架置入术后的结果
errJOURNAL OF THE AMERICAN HEART ASSOCIATION
IF5.3
err2024-09-03
err1
errOAAI
errLi, Ben; Eisenberg, Naomi; Beaton, Derek; Lee, Douglas S.; Al-Omran, Leen; Wijeysundera, Duminda N.; Hussain, Mohamad A.; Rotstein, Ori D.; de Mestral, Charles; Mamdani, Muhammad; Roche-Nagle, Graham; Al-Omran, Mohammed
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Comprehensive review of virtual assistants in vascular surgery
errvascular surgery
IF2.4
err2024-09-01
err0
errOAAI
errLi, Ben; Beaton, Derek; Lee, Douglas S.; Aljabri, Badr; Al-Omran, Leen; Wijeysundera, Duminda N.; Hussain, Mohamad A.; Rotstein, Ori D.; de Mestral, Charles; Mamdani, Muhammad; Al-Omran, Mohammed
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Predicting Outcomes Following Lower Extremity Endovascular Revascularization Using Machine Learning使用机器学习预测下肢血管内血运重建后的结果
errJOURNAL OF THE AMERICAN HEART ASSOCIATION
IF5.3
err2024-05-07
err0
errOAAI
errLi, Ben; Aljabri, Badr; Verma, Raj; Beaton, Derek; Hussain, Mohamad A.; Lee, Douglas S.; Wijeysundera, Duminda N.; de Mestral, Charles; Mamdani, Muhammad; Al-Omran, Mohammed
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Link among apolipoprotein E E4, gait, and cognition in neurodegenerative diseases: ONDRI study
errALZHEIMERS & DEMENTIA
IF11.1
err2024-03-12
err1
errOAAI
errSakurai, Ryota; Pieruccini-Faria, Frederico; Cornish, Benjamin; Fraser, Julia; Binns, Malcolm A.; Beaton, Derek; Dilliott, Allison Ann; Kwan, Donna; Ramirez, Joel; Tan, Brian; Scott, Christopher J. M.; Sunderland, Kelly M.; Tartaglia, Carmela; Finger, Elizabeth; Zinman, Lorne; Freedman, Morris; McLaughlin, Paula M.; Swartz, Richard H.; Symons, Sean; Lang, Anthony E.; Bartha, Robert; Black, Sandra E.; Masellis, Mario; Hegele, Robert A.; McIlroy, William; Montero-Odasso, Manuel
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Using machine learning to predict outcomes following suprainguinal bypass
errJOURNAL OF VASCULAR SURGERY
IF3.6
err2024-03-01
err6
PREAI
errLi, Ben; Eisenberg, Naomi; Beaton, Derek; Lee, Douglas S.; Aljabri, Badr; Wijeysundera, Duminda N.; Rotstein, Ori D.; de Mestral, Charles; Mamdani, Muhammad; Roche-Nagle, Graham; Al-Omran, Mohammed
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Predicting outcomes following lower extremity open revascularization using machine learning使用机器学习预测下肢开放血运重建后的结果
errSCIENTIFIC REPORTS
IF3.9
err2024-02-05
err1
errOAAI
errLi, Ben; Verma, Raj; Beaton, Derek; Tamim, Hani; Hussain, Mohamad A.; Hoballah, Jamal J.; Lee, Douglas S.; Wijeysundera, Duminda N.; de Mestral, Charles; Mamdani, Muhammad; Al-Omran, Mohammed
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Using Machine Learning (XGBoost) to Predict Outcomes After Infrainguinal Bypass for Peripheral Artery Disease
errANNALS OF SURGERY
IF6.4
err2023-12-20
err11
PREAI
errLi, Ben; Eisenberg, Naomi; Beaton, Derek; Lee, Douglas S.; Aljabri, Badr; Verma, Raj; Wijeysundera, Duminda N.; Rotstein, Ori D.; de Mestral, Charles; Mamdani, Muhammad; Roche-Nagle, Graham; Al-Omran, Mohammed
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Using machine learning to predict outcomes following open abdominal aortic aneurysm repair
errJOURNAL OF VASCULAR SURGERY
IF3.6
err2023-12-01
err6
PREAI
errLi, Ben; Aljabri, Badr; Verma, Raj; Beaton, Derek; Eisenberg, Naomi; Lee, Douglas S.; Wijeysundera, Duminda N.; Forbes, Thomas L.; Rotstein, Ori D.; de Mestral, Charles; Mamdani, Muhammad; Roche-Nagle, Graham; Al-Omran, Mohammed
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Predicting outcomes following open revascularization for aortoiliac occlusive disease using machine learning使用机器学习预测主动脉闭塞性疾病开放血运重建后的结果
errJOURNAL OF VASCULAR SURGERY
IF3.6
err2023-12-01
err8
PREAI
errLi, Ben; Verma, Raj; Beaton, Derek; Tamim, Hani; Hussain, Mohamad A.; Hoballah, Jamal J.; Lee, Douglas S.; Wijeysundera, Duminda N.; de Mestral, Charles; Mamdani, Muhammad; Al-Omran, Mohammed
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Predicting Major Adverse Cardiovascular Events Following Carotid Endarterectomy Using Machine Learning使用机器学习预测颈动脉内膜切除术后的主要不良心血管事件
errJOURNAL OF THE AMERICAN HEART ASSOCIATION
IF5.3
err2023-10-17
err10
errOAAI
errLi, Ben; Verma, Raj; Beaton, Derek; Tamim, Hani; Hussain, Mohamad A.; Hoballah, Jamal J.; Lee, Douglas S.; Wijeysundera, Duminda N.; de Mestral, Charles; Mamdani, Muhammad; Al-Omran, Mohammed
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Using machine learning to predict outcomes following carotid endarterectomy
errJOURNAL OF VASCULAR SURGERY
IF3.6
err2023-10-01
err14
errOAAI
errLi, Ben; Beaton, Derek; Eisenberg, Naomi; Lee, Douglas S.; Wijeysundera, Duminda N.; Lindsay, Thomas F.; de Mestral, Charles; Mamdani, Muhammad; Roche-Nagle, Graham; Al-Omran, Mohammed
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研究方向

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