Observational multicentre registry to update key interventions and new approaches with artificial intelligence for heart failure (OKINAWA-HF): a retrospective medical record-derived registry study protocol
Yoshino Kinjo, Haruno Nagata, Yuichiro Toma, Chikashi Nago, Mamoru Manita, Masanori Kakazu, Minoru Wake, Moriichi Sugama, Osahiko Sunagawa, Shinichiro Ueda, Kenya Kusunose · 2026
Read Observational multicentre registry to update key interventions and new approaches with artificial intelligence for heart failure (OKINAWA-HF): a retrospective medical record-derived registry study protocol by Yoshino Kinjo, Haruno Nagata, Yuichiro Toma, Chikashi Nago, Mamoru Manita, Masanori Kakazu, Minoru Wake, Moriichi Sugama, Osahiko Sunagawa, Shinichiro Ueda, Kenya Kusunose (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/PMC13311617.txt.
Description
Yoshino Kinjo and co-authors set out a 2026 registry protocol, OKINAWA-HF, on how heart failure drug therapy is used in real hospital care in Okinawa, Japan. Trial proof for these drugs is strong, but daily practice often falls short.
Seven teaching hospitals will pool records of patients admitted with new or worsening heart failure. The registry logs patient traits, lab results, and drugs at discharge to see who reaches guideline targets and what blocks the rest. Outcome tracking after discharge and AI measures from scans are secondary parts. The design aims to show where guideline care breaks down in practice.
Catalog record
| CREATOR | Yoshino Kinjo, Haruno Nagata, Yuichiro Toma, Chikashi Nago, Mamoru Manita, Masanori Kakazu, Minoru Wake, Moriichi Sugama, Osahiko Sunagawa, Shinichiro Ueda, Kenya Kusunose |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 37302 |
| LICENSE | https://creativecommons.org/licenses/by/4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |