Predicting Successes and Failures of Clinical Trials With Outer Product-Based Convolutional Neural Network

• Main Authors: Sangwoo Seo (Author), Youngmin Kim (Author), Hyo-Jeong Han (Author), Woo Chan Son (Author), Zhen-Yu Hong (Author), Insuk Sohn (Author), Jooyong Shim (Author), Changha Hwang (Author)
• Format: Book
• Published: Frontiers Media S.A., 2021-06-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Despite several improvements in the drug development pipeline over the past decade, drug failures due to unexpected adverse effects have rapidly increased at all stages of clinical trials. To improve the success rate of clinical trials, it is necessary to identify potential loser drug candidates tha...