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Integrating Internet multisource big data to predict the occurrence and development of COVID-19 cryptic transmission

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

With the recent prevalence of COVID-19, cryptic transmission is worthy of attention and research. Early perception of the occurrence and development r......

An interpretable artificial intelligence system for detecting risk factors of gastroesophageal variceal bleeding

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

Bleeding risk factors for gastroesophageal varices (GEV) detected by endoscopy in cirrhotic patients determine the prophylactical treatment patients w......

Effectiveness of automated alerting system compared to usual care for the management of sepsis

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

There is a large body of evidence showing that delayed initiation of sepsis bundle is associated with adverse clinical outcomes in patients with sepsi......

Ageing and degeneration analysis using ageing-related dynamic attention on lateral cephalometric radiographs

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

With the increase of the ageing in the world's population, the ageing and degeneration studies of physiological characteristics in human skin, bones, ......

Identifying major impact factors affecting the continuance intention of mHealth: a systematic review and multi-subgroup meta-analysis

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

The mobile health (mHealth) industry is an enormous global market; however, the dropout or continuance of mHealth is a major challenge that is affecti......

Cross-Platform Omics Prediction procedure: a statistical machine learning framework for wider implementation of precision medicine

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

In this modern era of precision medicine, molecular signatures identified from advanced omics technologies hold great promise to better guide clinical......

An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

While COVID-19 diagnosis and prognosis artificial intelligence models exist, very few can be implemented for practical use given their high risk of bi......

Development and validation of an abnormality-derived deep-learning diagnostic system for major respiratory diseases

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

Respiratory diseases impose a tremendous global health burden on large patient populations. In this study, we aimed to develop DeepMRD(TR), a deep lea......

Deep learning in image-based breast and cervical cancer detection: a systematic review and meta-analysis

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

Accurate early detection of breast and cervical cancer is vital for treatment success. Here, we conduct a meta-analysis to assess the diagnostic perfo......

A randomized controlled trial enhancing viral hepatitis testing in primary care via digital crowdsourced intervention

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

Despite the availability of hepatitis B virus (HBV) and hepatitis C virus (HCV) testing in primary care, testing rates in China remain low. Social med......

Digital approaches to enhancing community engagement in clinical trials

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

Digital approaches are increasingly common in clinical trial recruitment, retention, analysis, and dissemination. Community engagement processes have ......

Artificial intelligence to detect malignant eyelid tumors from photographic images

期刊: NPJ DIGITAL MEDICINE, 2022; 5 (1)

Malignant eyelid tumors can invade adjacent structures and pose a threat to vision and even life. Early identification of malignant eyelid tumors is c......

Digital intervention increases influenza vaccination rates for people with diabetes in a decentralized randomized trial

期刊: NPJ DIGITAL MEDICINE, 2021; 4 (1)

People with diabetes (PWD) have an increased risk of developing influenza-related complications, including pneumonia, abnormal glycemic events, and ho......

iCOVID: interpretable deep learning framework for early recovery-time prediction of COVID-19 patients

期刊: NPJ DIGITAL MEDICINE, 2021; 4 (1)

Most prior studies focused on developing models for the severity or mortality prediction of COVID-19 patients. However, effective models for recovery-......

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