ArticleNPJ digital medicine2024
Walk, talk, think, see and feel: harnessing the power of digital biomarkers in healthcare.
Article in NPJ digital medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed.
- DELTA: Strengthening human biological resilience with an N=1 digital health and dynamic biomarker protocol.PloS one · 2026Trial
- Review
- Sensor wide association studies in digital medicine.NPJ digital medicine · 2026Review
- A brain-health framework for PTSD: integrating digital biomarkers into multimodal assessment.NPJ digital medicine · 2026Review
- The Digital Exposome: A Life Course Framework for Health in the Digital Age.Journal of medical Internet research · 2026Article
- Artificial Intelligence-Enabled Electrocardiography in Practice: A State-of-the-Art Review.Korean circulation journal · 2026Review
- Using voice and speech data in healthcare: a scoping review of the ethical, legal and social implications.Frontiers in digital health · 2026Review
- Ethical integration of patient-reported outcomes and digital biomarkers in AI healthcare models: an expert consensus framework.Frontiers in digital health · 2026Article
- Exploring the potential of digital biomarkers as a measure of brain health 'capital'.NPJ digital medicine · 2025Article
- Advancing perioperative care with digital applications and wearables.NPJ digital medicine · 2025Article
- TAME Pain data release: using audio signals to characterize pain.Scientific data · 2025Article
- Wearable AI to enhance patient safety and clinical decision-making.NPJ digital medicine · 2025Article
- Improving authenticity and provenance in digital biomarkers: the case for digital watermarking.NPJ digital medicine · 2025Article
- Machine learning and multi-omics in precision medicine for ME/CFS.Journal of translational medicine · 2025Review
- Clinical Decision Support Using Speech Signal Analysis: Systematic Scoping Review of Neurological Disorders.Journal of medical Internet research · 2025Article
- MyGauchmHealth · 2025Article
- Master protocols in vocal biomarker development to reduce variability and advance clinical precision: a narrative review.Frontiers in digital health · 2025Review
- Digital biomarkers: 3PM approach revolutionizing chronic disease management - EPMA 2024 position.The EPMA journal · 2024Article
- The dichotomy of diagnostics: exploring the value for consumers, clinicians and care pathways.NPJ digital medicine · 2024Article
- Detecting CSF-validated Alzheimer's disease from spontaneous speech in German: an interpretable end-to-end machine-learning framework.Frontiers in neurologyArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.