Data Preprocessing Techniques for AI and Machine Learning Readiness: Scoping Review of Wearable Sensor Data in Cancer Care

• Main Authors: Bengie L Ortiz (Author), Vibhuti Gupta (Author), Rajnish Kumar (Author), Aditya Jalin (Author), Xiao Cao (Author), Charles Ziegenbein (Author), Ashutosh Singhal (Author), Muneesh Tewari (Author), Sung Won Choi (Author)
• Format: Book
• Published: JMIR Publications, 2024-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundWearable sensors are increasingly being explored in health care, including in cancer care, for their potential in continuously monitoring patients. Despite their growing adoption, significant challenges remain in the quality and consistency of data collected from wearable sensors. Moreover...