ReviewInternational journal of molecular sciences2023
Raman-Based Techniques in Medical Applications for Diagnostic Tasks: A Review.
Review in International journal of molecular sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
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
23 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Raman Spectroscopy and Machine Learning in the Diagnosis of Breast Cancer.Lasers in medical science · 2025Pooled it
- Label-free in vivo molecular profiling of the human retina by non-resonant Raman spectroscopy.Communications biology · 2026Article
- Recent advances in Raman probes for multiplexed bioimaging.Inflammation and regeneration · 2025Review
- Special Issue "Raman Spectroscopy and Machine Learning in Human Disease".International journal of molecular sciences · 2025Article
- Raman-based label-free microscopic analysis of the pancreas in living zebrafish larvae.FEBS open bio · 2025Article
- Diagnostic System for Early In Situ Melanoma Detection Using Acoustic Microscopy and Infrared Spectroscopic Mapping Imaging.Cancers · 2025Article
- Self-Calibrated Stimulated Raman Scattering Spectroscopy for Rapid Cholangiocarcinoma Diagnosis.Analytical chemistry · 2025Article
- Overestimation of the classification model for Raman spectroscopy data of biological samples.mSystems · 2025Article
- Detection of Respiratory Disease Based on Surface-Enhanced Raman Scattering and Multivariate Analysis of Human Serum.Diagnostics (Basel, Switzerland) · 2025Article
- Multi-cancer early detection based on serum surface-enhanced Raman spectroscopy with deep learning: a large-scale case-control study.BMC medicine · 2025Article
- Molecular Insights into α-Synuclein Fibrillation: A Raman Spectroscopy and Machine Learning Approach.ACS chemical neuroscience · 2025Article
- To Acquire or Not to Acquire: Evaluating Compressive Sensing for Raman Spectroscopy in Biology.ACS sensors · 2025Article
- Comment on "Early cancer detection by serum biomolecular fingerprinting spectroscopy with machine learning".Light, science & applications · 2025Article
- Raman liquid biopsy: a new approach to the multiple sclerosis diagnostics.Frontiers in neurology · 2025Article
- Comment on Borșa et al. Developing New Diagnostic Tools Based on SERS Analysis of Filtered Salivary Samples for Oral Cancer Detection.International journal of molecular sciences · 2024Article
- Comment on "utilizing Raman spectroscopy for urinalysis to diagnose acute kidney injury stages in cardiac surgery patients".Renal failure · 2024Article
- Utility of Raman Spectroscopy in Pulmonary Medicine.Advances in respiratory medicine · 2024Review
- Is Raman Spectroscopy of Fingernails a Promising Tool for Diagnosing Systemic and Dermatological Diseases in Adult and Pediatric Populations?Medicina (Kaunas, Lithuania) · 2024Review
- Comment on "Raman spectroscopy combined with multivariate statistical algorithms for the simultaneous screening of cervical and breast cancers".Lasers in medical science · 2024Article
- Unlocking Preclinical Alzheimer's: A Multi-Year Label-Free In Vitro Raman Spectroscopy Study Empowered by Chemometrics.International journal of molecular sciences · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Raman spectroscopy is a widely developing approach for noninvasive analysis that can provide information on chemical composition and molecular structure. High chemical specificity calls for developing different medical diagnostic applications based on Raman spectroscopy. This review focuses on the Raman-based techniques used in medical diagnostics and provides an overview of such techniques, possible areas of their application, and current limitations. We have reviewed recent studies proposing conventional Raman spectroscopy and surface-enhanced Raman spectroscopy for rapid measuring of specific biomarkers of such diseases as cardiovascular disease, cancer, neurogenerative disease, and coronavirus disease (COVID-19). As a result, we have discovered several most promising Raman-based applications to identify affected persons by detecting some significant spectral features. We have analyzed these approaches in terms of their potentially diagnostic power and highlighted the remaining challenges and limitations preventing their translation into clinical settings.
Indexed as
Identifiers
What Socratic 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 Socratic graph.