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Updated: May 23, 2026

A Computer Vision System for the Assessment of Ice Cream Melting Behavior
Published on: October 4, 2024
It's only a little ice: a personal view with companion commentary
Stephen G Thein1, Atul R Mahableshwarkar
1Pacific Research Network, Inc., San Diego, California, USA. sthein@prnsd.com
Abstract:
First, parallels are drawn between the conduct of clinical trials and a few events in history that share a management style known as "top-down" management or a hierarchal decision-making process. The author suggests that this process isolates investigative sites from sponsors and contributes to the failure of clinical trials. Trial design, patient recruitment, site selection, the use of electronic data devices, and enrollment timelines are examined in greater detail. Suggestions for a more open or shared process are offered, with the belief that fewer trials might fail and fewer questions might remain in the case of those that do.Next, in the companion commentary, some of the problems arising in drug development and clinical trials are mentioned along with a partial listing of solution providers. An outline of circumstances involved in the decision-making process in drug development are presented along with some factors leading to decreased signal detection.
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