ReviewJournal of the American Academy of Dermatology2019
Emerging imaging technologies in dermatology: Part I: Basic principles.
Review in Journal of the American Academy of Dermatology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04679961 (Deep Learning on 3D Cellular-resolution Tomogram), which is not on this map. Cited by 34 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.
Deep Learning on 3D Cellular-resolution Tomogram
Who cites it
34 citing papers in PubMed, 1 synthesis or guideline pooled it.
- S1 guideline for imaging diagnostics for skin diseases.Journal der Deutschen Dermatologischen Gesellschaft = Journal of the German Society of Dermatology : JDDG · 2025Guideline
- Nanoreagents Against the Blood-Testis Barrier: A Strategy for Diagnosing and Treating Male Reproductive System Diseases.International journal of nanomedicine · 2026Review
- Machine learning based diagnostics of veterinary cancer on ultrasound and optical imaging data.The veterinary quarterly · 2025Article
- Advanced Skin Imaging Techniques for Patients with Skin of Color: Clinical and Technological Insights.Dermatology practical & conceptual · 2025Review
- Quantification of normal skin thickness using very high-frequency ultrasound: a clinical study in Chinese adults.Quantitative imaging in medicine and surgery · 2025Article
- Optimizing Digital Image Quality for Improved Skin Cancer Detection.Journal of imaging · 2025Article
- Dermoscopy and Pathological Correlation in Different Grades of Actinic Keratosis and Squamous Cell Carcinoma.Clinical, cosmetic and investigational dermatology · 2025Article
- Bridging clinic to home: domestic devices in dermatological diagnostics and treatments.Frontiers in digital health · 2025Article
- Advances in the Application of Noninvasive Skin Imaging Techniques in Acne Scars.American journal of clinical dermatology · 2024Review
- Line-Field Confocal Optical Coherence Tomography: A New Skin Imaging Technique Reproducing a "Virtual Biopsy" with Evolving Clinical Applications in Dermatology.Diagnostics (Basel, Switzerland) · 2024Review
- Role of high-frequency ultrasound in differentiating benign and malignant skin lesions: potential and limitations.Ultrasonography (Seoul, Korea) · 2024Article
- High-frequency ultrasonography: one of the modern imaging diagnostic methods in dermatology. Authors' own experience and review.Postepy dermatologii i alergologii · 2024Article
- Use of autologous platelet-rich plasma for skin graft preservation: an experimental comparative study.International journal of burns and trauma · 2024Article
- Multispectral Imaging for Skin Diseases Assessment-State of the Art and Perspectives.Sensors (Basel, Switzerland) · 2023Review
- High-frequency ultrasound in the diagnosis and treatment of skin neoplasms.Postepy dermatologii i alergologii · 2023Review
- Noninvasive imaging exploration of phacomatosis pigmentokeratotica using high-frequency ultrasound and optical coherence tomography: Can biopsy of PPK patients be avoided?Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) · 2023Article
- Infrared Macrothermoscopy Patterns-A New Category of Dermoscopy.Journal of imaging · 2023Article
- Utilizing deep learning for dermal matrix quality assessment on in vivo line-field confocal optical coherence tomography images.Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) · 2023Article
- Review
- 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
6 authors.
Funding
Abstract
Dermatologists rely primarily on clinical examination in combination with histopathology to diagnose conditions; however, clinical examination alone might not be sufficient for accurate diagnosis and skin biopsies have associated morbidity. With continued technological advancement, there are emerging ancillary imaging technologies available to dermatologists to aid in diagnosis and management. This 2-part review article will discuss these emerging technologies including: digital photographic imaging, confocal microscopy, optical coherence tomography, and high-frequency ultrasound, as well as several additional modalities in development. In this first installment, the authors describe the breadth of technologies available and the science behind them. Then, in the second article, the authors discuss the applications and limitations of these technologies and future directions.
Indexed as
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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.