Data Science Research

Research Projects in the field of data science at National Center for Child Health and Development Research Institute

National Center for Child Health and Development Research Institute aims to provide medical care to as many patients as possible by using data science.

Research Project List

• Approaches to Online Collection of Facial Images and Facial Profile Learning by Deep Learning
• Supervised machine learning for high-precision cell classification on glycome
• Identification of an epigenetic signature in human induced pluripotent stem cells using a linear machine learning model
• Search for sequence responsible for trans-splicing using deep learning and linear classification
• Species classification using deep learning of oligonucleotide frequencies in genomic sequences
• Smartphone application improves fertility treatment-related literacy in a large-scale virtual randomized controlled trial in Japan
• Development of an AI-based infant symptom assessment tool (Ongoing)
• Current Status and Issues Identified from Research on the Use of AI Technology in Pediatric Home Health Care (Ongoing)