Shigehiro Karashima, Masaki Kawakami, Hidetaka Nambo, Mitsuhiro Kometani, Isao Kurihara, Takamasa Ichijo, Takuyuki Katabami, Mika Tsuiki, Norio Wada, Kenji Oki, Yoshihiro Ogawa, Ryuji Okamoto, Kouichi Tamura, Nobuya Inagaki, Takanobu Yoshimoto, Hiroki Kobayashi, Miki Kakutani, Megumi Fujita, Shoichiro Izawa, Tetsuya Suwa, Kohei Kamemura, Masanobu Yamada, Akiyo Tanabe, Mitsuhide Naruse, Takashi Yoneda
This study aimed to develop a machine-learning algorithm to diagnose aldosterone-producing adenoma (APA) for predicting APA probabilities. A retrospective cross-sectional analysis of the Japan Rare/Intractable Adrenal Diseases Study dataset was performed using the nationwide PA registry in Japan comprised of 41 centers. Patients treated between January 2006 and December 2019 were included. Forty-six features at screening and 13 features at confirmatory test were used for model development to calculate APA probability...
February 21, 2023: Scientific Reports