ReviewInternational journal of molecular sciences2023
Skin Cancer Pathobiology at a Glance: A Focus on Imaging Techniques and Their Potential for Improved Diagnosis and Surveillance in Clinical Cohorts.
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 20 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
20 citing papers in PubMed, 51 citations in OpenAlex.
- The root cause of atypical facial cutaneous lesions: a case series.Skin health and disease · 2026Article
- Case report of invasive ductal carcinoma of the breast in a Pakistani male aged 55.Discover oncology · 2026Article
- Ultra-high-frequency ultrasound in the detection of recurrent conjunctival melanoma: A case report.World journal of clinical cases · 2026Article
- Federated learning for privacy-preserving skin cancer classification using deep neural networks.Frontiers in oncology · 2026Article
- Review
- Transformer-aided skin cancer classification using VGG19-based feature encoding.Scientific reports · 2025Article
- A dual-stream deep learning framework for skin cancer classification using histopathological-inherited and vision-based feature extraction.Scientific reports · 2025Article
- Melanoma Skin Cancer Recognition with a Convolutional Neural Network and Feature Dimensions Reduction with Aquila Optimizer.Diagnostics (Basel, Switzerland) · 2025Article
- The Multifaceted Role of 3D Printed Conducting Polymers in Next-Generation Energy Devices: A Critical Perspective.JACS Au · 2025Review
- Review
- Liquid biopsy in cancer management: Integrating diagnostics and clinical applications.Practical laboratory medicine · 2025Review
- Editorial: Autoimmunity: novel insights and future perspectives.Frontiers in immunology · 2025Article
- Non-invasive infrared thermography for screening, diagnosis and monitoring of skin cancer.Journal der Deutschen Dermatologischen Gesellschaft = Journal of the German Society of Dermatology : JDDG · 2025Review
- Application Value of High Resolution Magnetic Resonance Imaging in Preoperative Evaluation of Non-melanoma Skin Cancer.Current medical imaging · 2025Article
- Amelanotic Melanoma-Biochemical and Molecular Induction Pathways.International journal of molecular sciences · 2024Review
- The Concept of Health Debt Incurred during the COVID-19 Pandemic on the Example of Basal Cell Skin Cancer Diagnosis in Lower Silesia.Journal of clinical medicine · 2024Article
- Performance evaluation of E-VGG19 model: Enhancing real-time skin cancer detection and classification.Heliyon · 2024Article
- Diffusion-Weighted Imaging for Skin Pathologies of the Breast-A Feasibility Study.Diagnostics (Basel, Switzerland) · 2024Article
- High-Frequency Ultrasound Imaging to Distinguish High-Risk and Low-Risk Dermatofibromas.Diagnostics (Basel, Switzerland) · 2023Article
- Looking into the Skin in Health and Disease: From Microscopy Imaging Techniques to Molecular Analysis.International journal of molecular sciences · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 5 institutions in 2 countries.
Funding
Abstract
Early diagnosis is essential for completely eradicating skin cancer and maximizing patients' clinical benefits. Emerging optical imaging modalities such as reflectance confocal microscopy (RCM), optical coherence tomography (OCT), magnetic resonance imaging (MRI), near-infrared (NIR) bioimaging, positron emission tomography (PET), and their combinations provide non-invasive imaging data that may help in the early detection of cutaneous tumors and surgical planning. Hence, they seem appropriate for observing dynamic processes such as blood flow, immune cell activation, and tumor energy metabolism, which may be relevant for disease evolution. This review discusses the latest technological and methodological advances in imaging techniques that may be applied for skin cancer detection and monitoring. In the first instance, we will describe the principle and prospective clinical applications of the most commonly used imaging techniques, highlighting the challenges and opportunities of their implementation in the clinical setting. We will also highlight how imaging techniques may complement the molecular and histological approaches in sharpening the non-invasive skin characterization, laying the ground for more personalized approaches in skin cancer patients.
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.