Fast and accurate medication identification

N Larios Delgado, N Usuyama, AK Hall, RJ Hazen… - NPJ digital …, 2019 - nature.com
Much of the AI work in healthcare is focused around disease prediction in clinical settings,
which is an important application that has yet to deliver in earnest. However, there are other …

The national library of medicine pill image recognition challenge: An initial report

Z Yaniv, J Faruque, S Howe, K Dunn… - 2016 IEEE Applied …, 2016 - ieeexplore.ieee.org
In January 2016 the US National Library of Medicine announced a challenge competition
calling for the development and discovery of high-quality algorithms and software that rank …

Few-shot pill recognition

S Ling, A Pastor, J Li, Z Che, J Wang… - Proceedings of the …, 2020 - openaccess.thecvf.com
Pill image recognition is vital for many personal/public health-care applications and should
be robust to diverse unconstrained real-world conditions. Most existing pill recognition …

[HTML][HTML] Development of fine-grained pill identification algorithm using deep convolutional network

YF Wong, HT Ng, KY Leung, KY Chan, SY Chan… - Journal of biomedical …, 2017 - Elsevier
Objective Oral pills, including tablets and capsules, are one of the most popular
pharmaceutical dosage forms available. Compared to other dosage forms, such as liquid …

Assisted medication management in elderly care using miniaturised near-infrared spectroscopy

S Klakegg, J Goncalves, C Luo, A Visuri… - Proceedings of the …, 2018 - dl.acm.org
Near-infrared spectroscopy (NIRS) measures the light reflected from objects to infer highly
detailed information about their molecular composition. Traditionally, NIRS has been an …

Adaptable ring for vision-based measurements and shape analysis

KT Maddala, RH Moss, WV Stoecker… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
A vision-based measurement approach for pill shape detection is presented along with other
applications. Rapid and accurate pill identification is needed by medical and law …

[HTML][HTML] Real-time medicine packet recognition system in dispensing medicines for the elderly

X Yue, B Lyu, H Li, L Meng, K Furumoto - Measurement: Sensors, 2021 - Elsevier
Currently, Japan is facing an aging society. A larger number of the elderly choose to live in
nursing homes, causing the shortage of human resources there. Dispensing medicines is a …

Development and validation of a digital image processing-based pill detection tool for an oral medication self-monitoring system

J Holtkötter, R Amaral, R Almeida, C Jácome… - Sensors, 2022 - mdpi.com
Long-term adherence to medication is of critical importance for the successful management
of chronic diseases. Objective tools to track oral medication adherence are either lacking …

Pharmaceutical blister package identification based on induced deep learning

Y Han, SL Chung, Q **ao, JS Wang, SF Su - IEEE access, 2021 - ieeexplore.ieee.org
Prescription dispensing accuracy is of paramount importance for all hospitals. However,
human errors are inevitable due to multiple reasons, such as fatigue, stress, heavy …

A three-staged approach to medicine box recognition

L Magalhães, B Ribeiro, N Alves… - 2017 24º Encontro …, 2017 - ieeexplore.ieee.org
This paper proposes a novel take on the task of medicine box recognition using a three-
staged approach. We present the algorithms that will be used for each stage: barcode …