Rahul C Deo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Machine Learning

Artificial Intelligence

Aortic Stenosis

Loop Mediated Isothermal Amplification

Top Venues

Nature communications

European heart journal. Digital health

Nature genetics

Nature structural & molecular biology

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

Publications

Ryuichiro Yagi, Shinichi Goto, Yukihiro Himeno, Yoshinori Katsumata, Masahiro Hashimoto, Calum A MacRae, Rahul C Deo
Artificial intelligence-enabled prediction of chemotherapy-induced cardiotoxicity from baseline electrocardiograms. Nature communications 15 (1) (2024)
Ryuichiro Yagi, Shinichi Goto, Yukihiro Himeno, Yoshinori Katsumata, Masahiro Hashimoto, Calum A MacRae, Rahul C Deo
Artificial intelligence-enabled prediction of chemotherapy-induced cardiotoxicity from baseline electrocardiograms. Nature communications 15 (1) (2024)
Ryuichiro Yagi, Shinichi Goto, Yukihiro Himeno, Yoshinori Katsumata, Masahiro Hashimoto, Calum A MacRae, Rahul C Deo
Artificial intelligence-enabled prediction of chemotherapy-induced cardiotoxicity from baseline electrocardiograms. Nature communications 15 (1) (2024)
Max Homilius, Wandi Zhu, Samuel S Eddy, Patrick C Thompson, Huahua Zheng, Caleb N Warren, Chiara G Evans, David D Kim, Lucius L Xuan, Cissy Nsubuga, Zachary Strecker, Christopher J Pettit, Jungwoo Cho, Mikayla N Howie, Alexandra S Thaler, Evan Wilson, Bruce Wollison, Courtney Smith, Julia B Nascimben, Diana N Nascimben, Gabriella M Lunati, Hassan C Folks, Matthew Cupelo, Suriya Sridaran, Carolyn Rheinstein, Taylor McClennen, Shinichi Goto, James G Truslow, Sara Vandenwijngaert, Calum A MacRae, Rahul C Deo
Perturbational phenotyping of human blood cells reveals genetically determined latent traits associated with subsets of common diseases. Nature genetics (2023)
Ryuichiro Yagi, Shinichi Goto, Yoshinori Katsumata, Calum A MacRae, Rahul C Deo
Importance of external validation and subgroup analysis of artificial intelligence in the detection of low ejection fraction from electrocardiograms. European heart journal. Digital health 3 (4) (2022)
Ryuichiro Yagi, Shinichi Goto, Yoshinori Katsumata, Calum A MacRae, Rahul C Deo
Importance of external validation and subgroup analysis of artificial intelligence in the detection of low ejection fraction from electrocardiograms. European heart journal. Digital health 3 (4) (2022)
Ryuichiro Yagi, Shinichi Goto, Yoshinori Katsumata, Calum A MacRae, Rahul C Deo
Importance of external validation and subgroup analysis of artificial intelligence in the detection of low ejection fraction from electrocardiograms. European heart journal. Digital health 3 (4) (2022)
Shinichi Goto, Divyarajsinhji Solanki, Jenine E John, Ryuichiro Yagi, Max Homilius, Genki Ichihara, Yoshinori Katsumata, Hanna K Gaggin, Yuji Itabashi, Calum A MacRae, Rahul C Deo
Multinational Federated Learning Approach to Train ECG and Echocardiogram Models for Hypertrophic Cardiomyopathy Detection. Circulation 146 (10) (2022)
Ryuichiro Yagi, Shinichi Goto, Yoshinori Katsumata, Calum A MacRae, Rahul C Deo
Importance of external validation and subgroup analysis of artificial intelligence in the detection of low ejection fraction from electrocardiograms. European heart journal. Digital health 3 (4) (2022)
James G Truslow, Shinichi Goto, Max Homilius, Christopher Mow, John M Higgins, Calum A MacRae, Rahul C Deo
Cardiovascular Risk Assessment Using Artificial Intelligence-Enabled Event Adjudication and Hematologic Predictors. Circulation. Cardiovascular quality and outcomes 15 (6) (2022)
Shinichi Goto, Keitaro Mahara, Lauren Beussink-Nelson, Hidehiko Ikura, Yoshinori Katsumata, Jin Endo, Hanna K Gaggin, Sanjiv J Shah, Yuji Itabashi, Calum A MacRae, Rahul C Deo
Artificial intelligence-enabled fully automated detection of cardiac amyloidosis using electrocardiograms and echocardiograms. Nature communications 12 (1) (2021)
Ahsan Huda, Adam Castaño, Anindita Niyogi, Jennifer Schumacher, Michelle Stewart, Marianna Bruno, Mo Hu, Faraz S Ahmad, Rahul C Deo, Sanjiv J Shah
A machine learning model for identifying patients at risk for wild-type transthyretin amyloid cardiomyopathy. Nature communications 12 (1) (2021)
Erron W Titus, Frederick H Deiter, Chenxu Shi, Julianne Wojciak, Melvin Scheinman, Natalia Jura, Rahul C Deo
The structure of a calsequestrin filament reveals mechanisms of familial arrhythmia. Nature structural & molecular biology 27 (12) (2020)