ArticleJournal of personalized medicine2022
Differentiation between Germinoma and Craniopharyngioma Using Radiomics-Based Machine Learning.
Article in Journal of personalized medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 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
11 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Modern treatment of craniopharyngioma to improve outcomes: evidence of a change of paradigm.Endocrine · 2025Pooled it
- Machine learning based on radiomics for discriminating sellar region langerhans cell histiocytosis from germ cell tumors.Frontiers in pediatrics · 2026Article
- A comprehensive dataset of germinoma on MRI/CT with clinical and radiomic data.Scientific data · 2025Article
- Artificial Intelligence, Radiomics, and Computational Modeling in Skull Base Surgery.Advances in experimental medicine and biology · 2024Review
- Frontiers of Cranial Base Surgery: Integrating Technique, Technology, and Teamwork for the Future of Neurosurgery.Brain sciences · 2023Review
- Machine learning-based classification of pineal germinoma from magnetic resonance imaging.World neurosurgery: X · 2023Article
- Neuroimaging of hypophysitis: etiologies and imaging mimics.Japanese journal of radiology · 2023Review
- Automated segmentation of craniopharyngioma on MR images using U-Net-based deep convolutional neural network.European radiology · 2023Article
- Deep-learning-based automatic segmentation and classification for craniopharyngiomas.Frontiers in oncology · 2023Article
- Neuro-otology symptoms as the early sign in pediatric patient with a pineal gland tumor: a case report.Radiology case reports · 2022Article
- Classification of Gliomas and Germinomas of the Basal Ganglia by Transfer Learning.Frontiers in oncology · 2022Article
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.
Funding
Abstract
For the tumors located in the anterior skull base, germinoma and craniopharyngioma (CP) are unusual types with similar clinical manifestations and imaging features. The difference in treatment strategies and outcomes of patients highlights the importance of making an accurate preoperative diagnosis. This retrospective study enrolled 107 patients diagnosed with germinoma (
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.