Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0193-y
Deep learning predicts hip fracture using confounding patient and healthcare variables
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0105-1
Digital biomarkers for Alzheimer’s disease: the mobile/wearable devices opportunity
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0084-2
Deep learning and alternative learning strategies for retrospective real-world clinical data
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0122-0
Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0099-8
Physician perspectives on integration of artificial intelligence into diagnostic pathology
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0106-0
Predicting scheduled hospital attendance with artificial intelligence
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0103-3
Digital biomarkers of mood disorders and symptom change
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0078-0
Challenges of developing a digital scribe to reduce clinical documentation burden
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0190-1
Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0097-x
GPS mobility as a digital biomarker of negative symptoms in schizophrenia: a case control study
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0182-1
Adopting machine learning to automatically identify candidate patients for corneal refractive surgery
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0135-8
Real-world heart rate norms in the Health eHeart study
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0134-9
Enabling Web-scale data integration in biomedicine through Linked Open Data
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0162-5
Medical device surveillance with electronic health records
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0168-z
The social dynamics of lung cancer talk on Twitter, Facebook and Macmillan.org.uk
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0124-y
Unlocking stress and forecasting its consequences with digital technology
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0151-8
An algorithm strategy for precise patient monitoring in a connected healthcare enterprise
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0107-z
The medical AI insurgency: what physicians must know about data to practice with intelligent machines
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0138-5
Automating sleep stage classification using wireless, wearable sensors.
来源期刊：NPJ digital medicineDOI：10.1038/s41746-019-0210-1
Eliminating biasing signals in lung cancer images for prognosis predictions with deep learning.
来源期刊：NPJ digital medicineDOI：10.1038/s41746-019-0194-x
Do you understand the words that are comin outta my mouth? Voice assistant comprehension of medication names
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0133-x
Precision medicine and the cursed dimensions
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0081-5
Building digital innovation capacity at a large academic medical center
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0088-y
The Bionic Radiologist: avoiding blurry pictures and providing greater insights
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0142-9
Developing well-calibrated illness severity scores for decision support in the critically ill
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0153-6
Towards scaling Twitter for digital epidemiology of birth defects
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0170-5
City-wide electronic health records reveal gender and age biases in administration of known drug–drug interactions
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0141-x
High-dimensional detection of imaging response to treatment in multiple sclerosis
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0127-8
Reply to ‘Machine learning detection of obstructive hypertrophic cardiomyopathy using a wearable biosensor’
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0187-9
VetTag: improving automated veterinary diagnosis coding via large-scale language modeling
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0113-1
Author Correction: Developing and adopting safe and effective digital biomarkers to improve patient outcomes
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0119-8
Is there a right control condition in mHealth trials? A critical view on pain medicine
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0184-z
A protocol integrating remote patient monitoring patient reported outcomes and cardiovascular biomarkers
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0145-6
The importance of study design in the application of artificial intelligence methods in medicine
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0174-1
Reply: ‘The importance of study design in the application of artificial intelligence methods in medicine’
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0175-0
The impact of short-term incentives on physical activity in a UK behavioural incentives programme
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0164-3
Digital tools for youth mental health
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0181-2
Methodological issues in the creation of a diagnosis tool for dysgraphia
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0114-0
Reply: Limitations in the creation of an automatic diagnosis tool for dysgraphia
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0115-z
Author Correction: High-dimensional detection of imaging response to treatment in multiple sclerosis
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0144-7
Machine learning detection of obstructive hypertrophic cardiomyopathy using a wearable biosensor
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0186-x
Digital assessment of falls risk, frailty, and mobility impairment using wearable sensors.
来源期刊：NPJ digital medicineDOI：10.1038/s41746-019-0204-z
Author Correction: Human–machine partnership with artificial intelligence for chest radiograph diagnosis
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0198-6
Author Correction: eHealth tools for the self-testing of visual acuity: a scoping review
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0195-9
Quantifying neurologic disease using biosensor measurements in-clinic and in free-living settings in multiple sclerosis.
来源期刊：NPJ digital medicineDOI：10.1038/s41746-019-0197-7
Reduction of false alarms in the intensive care unit using an optimized machine learning based approach
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0160-7
Thermal sensors improve wrist-worn position tracking
来源期刊：NPJ Digital MedicineDOI：10.1038/s41746-019-0092-2
Preventing inpatient falls with injuries using integrative machine learning prediction: a cohort study.
来源期刊：NPJ digital medicineDOI：10.1038/s41746-019-0200-3
