Bioinformatics / Healthcare
Adaptation of deep learning to biotechnology/life science industry
PFN conducts R&D and drive commercialization of deep learning application for omics analysis, medical image analysis, and drug discovery.
- omics analysis: early cancer detection using miRNA
- medical image analysis: disease identification using X-ray, CT and MRI images
- Drug discovery: structure-based screening of potential compounds
We continue to expand and accelerate our research efforts in the field of Biomedical and Life Sciences.
Publications
NeurIPS2024 AIM-FM workshop
By : Yuto Shibata, Yasunori Kudo, Yohei Sugawara
The Second Workshop on GenAI for Health @ NeurIPS2025
By : Wataru Kawakami, Keita Suzuki, Junichiro Iwasawa,
Frequency-Calibrated Membership Inference Attacks on Medical Image Diffusion Models
5th Deep Generative Models Workshop @ MICCAI 2025
By : Xinkai Zhao, Yuta Tokuoka, Junichiro Iwasawa, Keita Oda,
GenerRNA: A generative pre-trained language model for de novo RNA design
PLoS ONE 19
By : Yichong Zhao, Kenta Oono, Hiroki Takizawa, KoteraMasaaki
