This paper proposes a deep learning algorithm that can improve pill identification
performance using limited training data. In general, when individual pills are detected in …

Pill color, pill size and shape are few important characteristics for automatic pill detection.
However, the environmental factors may cause an effect such that a change is produced in …

Objectives To explore nursing home (NH) staff's experiences implementing an automated
blister packaging system for solid, orally ingestible drugs. Design This was a descriptive …

The correctness of pill identification and inspection based on visual appearance is a very
important issue. The shape of the pill is the most popular visual feature. To locate an …

In this study, we propose a method to effectively increase the performance of small‐object
detection using limited training data. We aimed at detecting multiple objects in an image …

Objective This study explores automated dispensing systems (ADS) implementation in
hospitals, focusing on experience transfer between the National Institute of Oncology of …

Lääkehoidon turvallisuus on keskeinen kehittämiskohde terveydenhuollossa. Sen
parantamiseksi on kehitetty monia interventioita, mutta niiden vaikutusten tutkiminen on …

Medical treatment in hospitals is a complex process in which errors can lead to patient harm
and adverse events and additional costs to the healthcare system. In Finland, automated …

Medical treatment in hospitals is a complex process in which errors can lead to patient harm
and adverse events and additional costs to the healthcare system. In Finland, automated …

One of the most common pharmaceutical dosage forms is oral pills, including tablets and
capsules. Oral drugs are fairly stable and simple to deliver compared to other dose forms …