ArticleMedicina (Kaunas, Lithuania)2021
Intelligent Diagnosis of Thyroid Ultrasound Imaging Using an Ensemble of Deep Learning Methods.
Article in Medicina (Kaunas, Lithuania), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Ultrasound-based deep learning using the VGGNet model for the differentiation of benign and malignant thyroid nodules: A meta-analysis.Frontiers in oncology · 2022Pooled it
- Artificial intelligence-based ultrasound diagnosis of Hashimoto's thyroiditis: a systematic review and meta-analysis.Thyroid research · 2026Review
- Deep learning fusion of multi-channel imaging from polarization-sensitive optical coherence tomography.Biomedical optics express · 2026Article
- Syncretic Grad-CAM Integrated ViT-CNN Hybrids with Inherent Explainability for Early Thyroid Cancer Diagnosis from Ultrasound.Diagnostics (Basel, Switzerland) · 2026Article
- Wrist and elbow fracture detection and segmentation by artificial intelligence using point-of-care ultrasound.Journal of ultrasound · 2025Article
- Developments in Deep Learning Artificial Neural Network Techniques for Medical Image Analysis and Interpretation.Diagnostics (Basel, Switzerland) · 2025Review
- AI-Powered Clinical Decision Support Systems in Disease Diagnosis, Treatment Planning, and Prognosis: A Systematic Review.Medical journal of the Islamic Republic of Iran · 2025Review
- [Review on ultrasonographic diagnosis of thyroid diseases based on deep learning].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2023Review
- Disease Prediction Using Graph Machine Learning Based on Electronic Health Data: A Review of Approaches and Trends.Healthcare (Basel, Switzerland) · 2023Review
- Tracing and Forecasting Metabolic Indices of Cancer Patients Using Patient-Specific Deep Learning Models.Journal of personalized medicine · 2022Article
- The New Entity of Subacute Thyroiditis amid the COVID-19 Pandemic: From Infection to Vaccine.Diagnostics (Basel, Switzerland) · 2022Review
- Artificial Intelligence-Driven Prediction Modeling and Decision Making in Spine Surgery Using Hybrid Machine Learning Models.Journal of personalized medicine · 2022Review
- An overview of deep learning applications in precocious puberty and thyroid dysfunction.Frontiers in endocrinology · 2022Review
- Deep Learning Based Fast Screening Approach on Ultrasound Images for Thyroid Nodules Diagnosis.Diagnostics (Basel, Switzerland) · 2021Article
- COVID-19 and Artificial Intelligence: An Approach to Forecast the Severity of Diagnosis.Life (Basel, Switzerland) · 2021Article
- Classification and Diagnosis of Residual Thyroid Tissue in SPECT Images Based on Fine-Tuning Deep Convolutional Neural Network.Frontiers in oncology · 2021Article
- COVID-19 infection: from stress-related cortisol levels to adrenal glands infarction.Romanian journal of morphology and embryology = Revue roumaine de morphologie et embryologieReview
Corrections and comments
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Authors and funding
13 authors.
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Abstract
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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.