Video-Based Automatic Quantification of Leg Edema: a Pilot Study in Patients With Hemodialysis With and Without Heart Failure ― Proof-of-Concept Study ―
This pilot study demonstrated feasibility of video-based DL for edema detection. Larger, more diverse datasets and clinical validation are needed for generalization.
Authors
- Ken Morito
- Nao Nohara
- Taishi Dotare (ORCID: https://orcid.org/0000-0001-9113-4589)
- Takatoshi Kasai (ORCID: https://orcid.org/0009-0003-2170-2239)
- Azusa Murata (ORCID: https://orcid.org/0000-0001-6597-2730)
- Tsutomu Sunayama
- Yoshihiro Nakajima (ORCID: https://orcid.org/0000-0002-1188-6025)
- Hiroyuki Daida (ORCID: https://orcid.org/0000-0002-3867-0961)
- Nobuyuki Kagiyama (ORCID: https://orcid.org/0000-0002-2305-0049)
- Tohru Minamino (ORCID: https://orcid.org/0000-0002-8175-1951)
- Eiichiro Sato (ORCID: https://orcid.org/0009-0002-2575-2957)
- Tomohiro Kaneko
- Takao Kato
- Akihiro Sato (ORCID: https://orcid.org/0000-0001-7410-6324)
- Junichiro Nakata (ORCID: https://orcid.org/0000-0002-4132-2060)
- Yusuke Suzuki (ORCID: https://orcid.org/0000-0002-2617-9614)
- Yoshitaka Ito
- Shoko Suda (ORCID: https://orcid.org/0000-0003-3046-3324)
- Takashi Iso
Institutions
- Juntendo University (JP)
- Glory (Japan) (JP)
Publication Details
- Journal
- Circulation Reports
- Published
- 2025-10-24
- DOI
- https://doi.org/10.1253/circrep.cr-25-0180
- Primary Topic
- Central Venous Catheters and Hemodialysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00