SynthesisSensors (Basel, Switzerland)2022
A Systematic Review of Time Series Classification Techniques Used in Biomedical Applications.
Synthesis in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 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
16 citing papers in PubMed, 42 citations in OpenAlex.
- SHAP-Based Feature Augmentation and Stacking Ensemble Learning for ECG-Based Serum Potassium Abnormality Prediction.Bioengineering (Basel, Switzerland) · 2026Article
- Real-time prediction of trauma-induced coagulopathy using an inverted transformer (trauma-former): a methodological feasibility and simulation study based on the ADEMP framework.BMC medical research methodology · 2026Article
- Spectral analysis of ECG and SpO₂ for machine learning classification of Sleep-Disordered breathing.Sleep & breathing = Schlaf & Atmung · 2026Article
- Improved FTIR-based classification for food authentication using a topological ensemble framework.Current research in food science · 2026Article
- Performance evaluation and occupational health safety analysis of university teachers based on time-series feature extraction.Frontiers in public health · 2026Article
- Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data.IEEE reviews in biomedical engineering · 2026Review
- Dynamic Thermography-Based Early Breast Cancer Detection Using Multivariate Time Series.Sensors (Basel, Switzerland) · 2025Article
- Time Series Classification of Autism Spectrum Disorder Using the Light-Adapted Electroretinogram.Bioengineering (Basel, Switzerland) · 2025Article
- Article
- Decoding dynamic brain networks in Parkinson's disease with temporal attention.Scientific reports · 2025Article
- Article
- Data from the All of Us research program reinforces existence of activity inequality.NPJ digital medicine · 2025Article
- A literature survey of shapelet quality measures for time series classification.PeerJ. Computer science · 2025Review
- Hemoglobin signal network mapping reveals novel indicators for precision medicine.Scientific reports · 2023Article
- COVID-19 Patterns in Araraquara, Brazil: A Multimodal Analysis.International journal of environmental research and public health · 2023Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
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.