MedGlasses: A wearable smart-glasses-based drug pill recognition system using deep learning for visually impaired chronic patients

WJ Chang, LB Chen, CH Hsu, JH Chen, TC Yang… - IEEE …, 2020 - ieeexplore.ieee.org
… the medical care requirements of sensory-impaired elderly people in … information, quick
response (QR) code scanning, drug package information, medication reminders, and medication

An intelligent environment for preventing medication errors in home treatment

M Ciampi, A Coronato, M Naeem, S Silvestri - Expert Systems with …, 2022 - Elsevier
… set on the front of the medications container, that the patient is … added two more medication
recognition mechanisms (OCR … medication support system that aims at assisting the elderly

[HTML][HTML] Machine learning and medication adherence: scoping review

A Bohlmann, J Mostafa, M Kumar - JMIRx Med, 2021 - xmed.jmir.org
medication administration using medication container sensors … recognition and computer
vision techniques were then usedmedication adherence in respiratory diseases through deep

Patient-centric medicine design: key characteristics of oral solid dosage forms that improve adherence and acceptance in older people

Z Shariff, D Kirby, S Missaghi, A Rajabi-Siahboomi… - Pharmaceutics, 2020 - mdpi.com
… from the packaging prior to dispensing using samples of tablets… Medication identification is
complex for older people who are … (aged 18–45 years) have used 3D printing to create a tilted

A survey on deep learning in medicine: Why, how and when?

F Piccialli, V Di Somma, F Giampaolo, S Cuomo… - Information …, 2021 - Elsevier
… of medicine, into what is termed Evidence-Based Medicine (… by using the bibliometrix R-package,
2 an open-source tool for … be observed, such as “aged”, “personalized medicine”, and “…

IoT Based health—related topic recognition from emerging online health community (med help) using machine learning technique

P Sampath, G Packiriswamy, N Pradeep Kumar… - Electronics, 2020 - mdpi.com
… quality of life (QOL) of older people and self-harming behavior … Whenutilizing the Gensim
package, Doc2Vec is applied to … a prediction, detection and treatment model for the chronic …

Identifying risk of opioid use disorder for patients taking opioid medications with deep learning

X Dong, J Deng, S Rashidian… - … American Medical …, 2021 - academic.oup.com
… more than 10 million opioid misusers aged 12 years or older … identification, as opioid
poisoning can be fatal and prompt … We used the Python package eli5 to perform the permutations. …

Intelligent and safe medication box in health IoT platform for medication monitoring system with timely remainders

B Ayshwarya, R Velmurugan - … on Advanced Computing and …, 2021 - ieeexplore.ieee.org
… of medicines may lead to serious issues in health of elderly … Intelligent packaging and
intelligent medicine box for medication … A deep learning-based intelligent medicine recognition

Medication management needs information and communications technology‐based approaches, including telehealth and artificial intelligence

A Eggerth, D Hayn, G Schreier - British Journal of clinical …, 2020 - Wiley Online Library
… interacting with every single medication packaging. … the identification of certain items, like
for example medication … trials usually exclude geriatric or even frail older people who are …

Comparison of RetinaNet, SSD, and YOLO v3 for real-time pill identification

L Tan, T Huangfu, L Wu, W Chen - BMC medical informatics and decision …, 2021 - Springer
… need to disassemble the packaging of the pills for dispensing. … growing and aging population,
the demand for medical care … the three deep learning-based models for pill recognition, we …