# | Title | Journal | Year | Citations |
---|
1 | Scalable and accurate deep learning with electronic health records | Npj Digital Medicine | 2018 | 1,440 |
2 | An overview of clinical decision support systems: benefits, risks, and strategies for success | Npj Digital Medicine | 2020 | 992 |
3 | The future of digital health with federated learning | Npj Digital Medicine | 2020 | 887 |
4 | Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices | Npj Digital Medicine | 2018 | 796 |
5 | The state of artificial intelligence-based FDA-approved medical devices and algorithms: an online database | Npj Digital Medicine | 2020 | 526 |
6 | Blockchain vehicles for efficient Medical Record management | Npj Digital Medicine | 2020 | 495 |
7 | Randomized controlled trial of a 12-week digital care program in improving low back pain | Npj Digital Medicine | 2019 | 492 |
8 | Deep learning-enabled medical computer vision | Npj Digital Medicine | 2021 | 469 |
9 | The use of photoplethysmography for assessing hypertension | Npj Digital Medicine | 2019 | 359 |
10 | Fast and accurate view classification of echocardiograms using deep learning | Npj Digital Medicine | 2018 | 333 |
11 | Machine learning-based prediction of COVID-19 diagnosis based on symptoms | Npj Digital Medicine | 2021 | 324 |
12 | Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences | Npj Digital Medicine | 2019 | 319 |
13 | Investigating sources of inaccuracy in wearable optical heart rate sensors | Npj Digital Medicine | 2020 | 317 |
14 | Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use | Npj Digital Medicine | 2021 | 304 |
15 | Standalone smartphone apps for mental health—a systematic review and meta-analysis | Npj Digital Medicine | 2019 | 301 |
16 | Diagnostic accuracy of deep learning in medical imaging: a systematic review and meta-analysis | Npj Digital Medicine | 2021 | 294 |
17 | Advanced machine learning in action: identification of intracranial hemorrhage on computed tomography scans of the head with clinical workflow integration | Npj Digital Medicine | 2018 | 284 |
18 | Artificial intelligence and machine learning in clinical development: a translational perspective | Npj Digital Medicine | 2019 | 282 |
19 | Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines | Npj Digital Medicine | 2020 | 266 |
20 | Digital health: a path to validation | Npj Digital Medicine | 2019 | 262 |
21 | Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction | Npj Digital Medicine | 2021 | 248 |
22 | Using science to sell apps: Evaluation of mental health app store quality claims | Npj Digital Medicine | 2019 | 246 |
23 | Deep learning enables robust assessment and selection of human blastocysts after in vitro fertilization | Npj Digital Medicine | 2019 | 246 |
24 | Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer | Npj Digital Medicine | 2019 | 244 |
25 | Indicators of retention in remote digital health studies: a cross-study evaluation of 100,000 participants | Npj Digital Medicine | 2020 | 238 |
26 | Verification, analytical validation, and clinical validation (V3): the foundation of determining fit-for-purpose for Biometric Monitoring Technologies (BioMeTs) | Npj Digital Medicine | 2020 | 236 |
27 | Wearable sensors for monitoring the physiological and biochemical profile of the athlete | Npj Digital Medicine | 2019 | 235 |
28 | What is the clinical value of mHealth for patients? | Npj Digital Medicine | 2020 | 234 |
29 | Deep learning interpretation of echocardiograms | Npj Digital Medicine | 2020 | 233 |
30 | Digital biomarkers for Alzheimer’s disease: the mobile/wearable devices opportunity | Npj Digital Medicine | 2019 | 232 |
31 | Respiration rate and volume measurements using wearable strain sensors | Npj Digital Medicine | 2019 | 225 |
32 | Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare | Npj Digital Medicine | 2020 | 225 |
33 | Artificial intelligence powers digital medicine | Npj Digital Medicine | 2018 | 224 |
34 | Prescribable mHealth apps identified from an overview of systematic reviews | Npj Digital Medicine | 2018 | 217 |
35 | The “inconvenient truth” about AI in healthcare | Npj Digital Medicine | 2019 | 216 |
36 | Real-world menstrual cycle characteristics of more than 600,000 menstrual cycles | Npj Digital Medicine | 2019 | 209 |
37 | Methods in predictive techniques for mental health status on social media: a critical review | Npj Digital Medicine | 2020 | 203 |
38 | Digital inclusion as a social determinant of health | Npj Digital Medicine | 2021 | 203 |
39 | Mobile and pervasive computing technologies and the future of Alzheimer’s clinical trials | Npj Digital Medicine | 2018 | 197 |
40 | Why digital medicine depends on interoperability | Npj Digital Medicine | 2019 | 197 |
41 | Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety | Npj Digital Medicine | 2019 | 197 |
42 | Beyond validation: getting health apps into clinical practice | Npj Digital Medicine | 2020 | 196 |
43 | Chatbots in the fight against the COVID-19 pandemic | Npj Digital Medicine | 2020 | 188 |
44 | Digitizing clinical trials | Npj Digital Medicine | 2020 | 181 |
45 | Machine learning for medical imaging: methodological failures and recommendations for the future | Npj Digital Medicine | 2022 | 179 |
46 | Deep learning algorithm predicts diabetic retinopathy progression in individual patients | Npj Digital Medicine | 2019 | 178 |
47 | A short guide for medical professionals in the era of artificial intelligence | Npj Digital Medicine | 2020 | 173 |
48 | Developing and adopting safe and effective digital biomarkers to improve patient outcomes | Npj Digital Medicine | 2019 | 170 |
49 | With an eye to AI and autonomous diagnosis | Npj Digital Medicine | 2018 | 163 |
50 | Challenges for the evaluation of digital health solutions—A call for innovative evidence generation approaches | Npj Digital Medicine | 2020 | 163 |