Rikiya Yamashita

According to our database, Rikiya Yamashita authored at least 5 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision.

Gregory Holste, Douwe van der Wal, Hans Pinckaers, Rikiya Yamashita, Akinori Mitani, Andre Esteva

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models.

Minhaj Nur Alam, Rikiya Yamashita, Vignav Ramesh, Tejas Prabhune, Jennifer I. Lim, R. V. P. Chan, Joelle A. Hallak, Theodore Leng, Daniel L. Rubin

CoRR, 2022

2021

Learning Domain-Agnostic Visual Representation for Computational Pathology Using Medically-Irrelevant Style Transfer Augmentation.

Rikiya Yamashita, Jin Long, Snikitha Banda, Jeanne Shen, Daniel L. Rubin

IEEE Trans. Medical Imaging, 2021

2020

Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset.

Siyi Tang, Amirata Ghorbani, Rikiya Yamashita, Sameer Rehman, Jared A. Dunnmon, James Y. Zou, Daniel L. Rubin

CoRR, 2020

2018

Quantitative CT analysis for the preoperative prediction of pathologic grade in pancreatic neuroendocrine tumors.

Jayasree Chakraborty, Alessandra Pulvirenti, Rikiya Yamashita, Abhishek Midya, Mithat Gönen, David S. Klimstra, Diane L. Reidy, Peter J. Allen, Richard K. G. Do, Amber L. Simpson

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018