The 24th International Symposium on Advanced Intelligent Systems (ISIS), Best Presentation Award,Interpretability of ESWL Outcome Prediction Model and Feature Selection Using SHAP valuesSoya Kobayashi Daisuke Fujita Syoji Kobashi
2023年12月
The 24th International Symposium on Advanced Intelligent Systems (ISIS), Best Presentation Award,Deep learning approach for early detection and prediction of chronic lung disease in neonates chest X-ray imagesRyunosuke Maeda Daisuke Fujita Syoji Kobashi
2023年12月
The 24th International Symposium on Advanced Intelligent Systems (ISIS), Best Application AwardNaoya Takashima Daisuke Fujita Syoji Kobashi
International journal of computer assisted radiology and surgery 2024年1月 [査読有り]
PURPOSE: Osteochondritis dissecans (OCD) of the humeral capitellum is a common cause of elbow disorders, particularly among young throwing athletes. Conservative treatment is the preferred treatment for managing OCD, and early intervention signifi...
Journal of Advanced Computational Intelligence and Intelligent Informatics 27(6) 1079-1085 2023年11月 [査読有り]
Fragility fracture of pelvis (FFP) is increasingly affecting elderly population. Although computed tomography (CT) imaging is considered superior to conventional radiographic image for diagnosing FFP, clinicians face challenges in recognizing pelv...
Deep learning techniques for automatically detecting teeth in dental X-rays have gained popularity, providing valuable assistance to healthcare professionals. However, teeth detection in X-ray images is often hindered by alterations in t...
2023 International Conference on Machine Learning and Cybernetics (ICMLC) 315-320 2023年7月 [査読有り]
The purpose of this study is to analyze clinical features and radiomics features obtained from MR images of the carotid arteries to evaluate the accuracy of predicting whether asymptomatic plaque would migrate to symptomatic plaque. Using the extr...
Md. Anas Ali   Mahmudul Haque   Saadia Binte Alam   Rashedur Rahman   Md. Ashraful Amin   Syoji Kobashi   
2023 International Conference on Machine Learning and Cybernetics (ICMLC) 242-247 2023年7月 [査読有り]
In recent years, healthcare and safety have been a major focus of deep learning research. This paper focuses on the detection of Medical Personal Protective Equipment (MPPE) in the health-care sector using YOLOv7. Improper use of personal protecti...
森勇樹   森勇樹   DE LA MORA Daniela Martinez   DE LA MORA Daniela Martinez   田下徳起   小橋昌司   黄田育宏   畑豊   吉岡芳親   吉岡芳親   
Resting state fMRI(rs-fMRI)画像を用いて、各脳部相互作用を解析する新しい方法を提案した。約5分間のecho planer imaging(EPI)連続測定を行い、脳機能画像を取得した。被験者は3名で、一つのデータセットは、150フレームで構成された。フレーム5から149に提案方を適用した。フレームt=5での元画像と前処理後の画像において、前処理により大きく画像が変化した。脳部位を島皮質右側にした場合の平均時系列信号を算出し、始めの信号のぶれが激しかった。線形推定パ...