npj Digital Medicine
An online open-access journal dedicated to publishing research in all aspects of digital medicine, including the clinical application and implementation of digital and mobile technologies, virtual healthcare, and novel applications of artificial intelligence and informatics.
Toward Precision Medicine Approaches to Facilitate Safer Opioid Treatment
In our recent manuscript we describe our approach to objectively detect opioid administration using non-invasive wearable sensors. We envision this technology will ultimately be leveraged to support safer opioid prescribing, and identify warning signs before maladaptive use patterns occur.
Integrated multimodal artificial intelligence framework for healthcare applications
We propose Holistic AI in Medicine (HAIM), a unified framework to facilitate the generation and testing of AI systems that leverage multimodal inputs, and show its improvement by 6-33%. Its generalizability offers promising pathways for future multimodal predictive systems in healthcare settings.
A consensus statement for digital surgery
The term ‘digital surgery’ has been widely adopted, though its meaning has not yet been defined. In this study, a panel of 38 global experts within the field of digital surgery reach consensus definition on the term ‘digital surgery’ and define key issues, barriers and future research goals.
Multi-center validation of machine learning model for preoperative prediction of postoperative mortality
This study aimed to create a machine-learning prediction model for 30-day mortality after a non-cardiac surgery that adapts to the manageable amount of clinical information as input features and is validated against multi-centered rather than single-centered data.
Establishing semantic interoperability across cohorts at European level
A prompt response to a pandemic requires data from different sources to be merged and analyzed in the most efficient way. Our work describes how we approached this challenge for COVID-19 data within the European Project ORCHESTRA
