1 code implementation • 22 Nov 2024 • Kaito Shiku, Kazuya Nishimura, Daiki Suehiro, Kiyohito Tanaka, Ryoma Bise
Patient-level diagnosis of severity in ulcerative colitis (UC) is common in real clinical settings, where the most severe score in a patient is recorded.
no code implementations • 20 Mar 2024 • Kaito Shiku, Hiromitsu Shirai, Takeshi Ishihara, Ryoma Bise
Second, we propose a pairwise detection method, which uses the information of detection results at the previous frame for detecting cells at the current frame.
1 code implementation • 20 Mar 2024 • Kaito Shiku, Shinnosuke Matsuo, Daiki Suehiro, Ryoma Bise
Existing MIL methods are unsuitable for LML due to aggregating confidences, which may lead to inconsistency between the bag-level label and the label obtained by counting the number of instances for each class.