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Preemptive Cardiovascular Medicine Lab
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An endowed department that studies heart failure and arrhythmia through AI analysis.
AboutAbout the lab
Exploring heart failure and arrhythmia through AI analysis.
The Endowed Department of Preemptive Cardiovascular Medicine conducts research toward elucidating the pathophysiology of heart failure and arrhythmia, leading to advanced diagnostic methods and therapeutic devices.
It collects clinical data from collaborating multicenter research sites in a form that does not identify individuals, and performs artificial intelligence (AI) analysis using methods such as machine learning and deep learning.
In recent years, attention has focused on atrial fibrillation as a factor that worsens heart failure, on the management of life-threatening arrhythmias associated with sudden death, and on the link between heart failure and arrhythmia.
It is an endowed department established in April 2022.
Key terms
- Atrial fibrillation
- An arrhythmia in which the atria, the upper chambers of the heart, beat irregularly. It is a factor that worsens heart failure
- Life-threatening arrhythmia
- A life-threatening arrhythmia associated with sudden death
- Machine learning
- A method in which a computer learns patterns from large amounts of data and uses them for prediction and classification. Deep learning is one type
ResearchResearch themes
The department conducts research toward elucidating the pathophysiology of heart failure and of arrhythmia, leading to advanced diagnostic methods and therapeutic devices. By analyzing multicenter clinical data with AI, it generates new evidence on the link between heart failure and arrhythmia.
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MembersFaculty
The members of the Endowed Department of Preemptive Cardiovascular Medicine are faculty with concurrent appointments.
- ProfessorSatoshi Yasuda
- LecturerMakoto Nakano
- LecturerTakashi Noda
- Assistant ProfessorHiroyuki Sato
- Assistant ProfessorTomohiro Ito
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Congestive heart failure x-ray” CDC/ Dr. Thomas Hooten / Public domain (cropped)
- AI analysis of heart failure and arrhythmia: “Equipment - ECG monitor -- Smart-Servier” Laboratoires Servier / CC BY-SA 3.0 (cropped)
- Related lab (Public Health Lab): “Blood pressure measurement (1)” Víctor Santa María from Buenos Aires, Argentina / CC BY 2.0 (cropped)
- Related lab (Cardiovascular Medicine Lab): “A cardiac catheterization procedure in the Naval Medical Center San Diego hospital’s cardiac catheterization laboratory” Navy Medicine / Public domain (cropped)
- Related lab (Ophthalmology Lab): “Ophthalmological Checking Up” Mahmoud Amer / CC BY-SA 4.0 (cropped)
- Related lab (Molecular Medicine and Therapeutics Lab (Affiliated Center for Creative and Applied Medicine Research)): “Antibody-drug conjugate” Bioconjugator / CC BY-SA 4.0 (cropped)
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