Unassisted Clinicians Versus Deep Learning-Assisted Clinicians in Image-Based Cancer Diagnostics: Systematic Review With Meta-analysis

• Main Authors: Peng Xue (Author), Mingyu Si (Author), Dongxu Qin (Author), Bingrui Wei (Author), Samuel Seery (Author), Zichen Ye (Author), Mingyang Chen (Author), Sumeng Wang (Author), Cheng Song (Author), Bo Zhang (Author), Ming Ding (Author), Wenling Zhang (Author), Anying Bai (Author), Huijiao Yan (Author), Le Dang (Author), Yuqian Zhao (Author), Remila Rezhake (Author), Shaokai Zhang (Author), Youlin Qiao (Author), Yimin Qu (Author), Yu Jiang (Author)
• Format: Book
• Published: JMIR Publications, 2023-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundA number of publications have demonstrated that deep learning (DL) algorithms matched or outperformed clinicians in image-based cancer diagnostics, but these algorithms are frequently considered as opponents rather than partners. Despite the clinicians-in-the-loop DL approach having great...