Exploring biological dynamics: Time series analysis through transformation and decomposition in medicine and biology
Sanjeev Kumar, Dilkeshwar Pandey Saurav Chandra · Biochemical and Cellular Archives/Biochemical and cellular archives · 2023
The intricate tapestry of life unfolds in a symphony of dynamic processes, captured in ever-growing streams of biological data. Understanding these dynamics is crucial for unravelling the mysteries of life and advancing knowledge in medicine and biology. Time series analysis, with its arsenal of transformation and decomposition techniques, emerges as a powerful tool for dissecting this temporal complexity. This paper delves into the application of time series analysis in medicine and biology, highlighting the versatility of transformation and decomposition methods in elucidating hidden patterns, revealing underlying trends and extracting meaningful insights from diverse biological data