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
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2022-October 1543-1547 2022年10月 [査読有り]
Chronic lung disease (CLD) is the most common and serious lung disease in premature infants. In this study, we predict the severity (mild or severe) of neonatal chest X-ray images using a convolutional neural network (CNN) to enable early interven...
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2022-October 1537-1542 2022年10月 [査読有り]
Baseball elbow is a pitching elbow disorder caused by repeated pitching movements. Osteochondritis dissecans (OCD) is one of baseball elbow disorders, and is an intractable osteochondral injury that tends to occur in elementary and junior high sch...
Kazunori Oka   Anas Ali   Daisuke Fujita   Syoji Kobashi   
2022 International Conference on Machine Learning and Cybernetics (ICMLC) 2022-September 109-114 2022年9月 [査読有り]
In the current dental practice, many panoramic dental images of the oral cavity are taken by x-ray radiograph. Using the dental panoramic images, a physician or dental assistant records dental chart. These burdens can deteriorate the quality of me...
Fragility fractures of the pelvis (FFP) often occur because of the osteoporosis in the elderly, and are difficult to found on transverse CT images. It desires an automatic pelvic fracture detection system for improving quality of medicine. Our pre...
Journal of Advanced Computational Intelligence and Intelligent Informatics 26(1) 42-50 2022年1月 [査読有り]
Approximately 600,000 to 1,000,000 patients are diagnosed with rheumatoid arthritis (RA) in Japan. To provide appropriate treatment, it is necessary to accurately measure the progression of RA by diagnosing the disease several times a year. The mo...