ArticleNature2020
Deep learning takes on tumours.
Article in Nature, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 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
21 citing papers in PubMed.
- A deep learning-based prognostic model for diffuse large B-cell lymphoma incorporating PET/CT imaging features.Frontiers in oncology · 2026Article
- Development and validation of a deep learning model for individualized survival prediction in advanced cervical cancer.Discover oncology · 2025Article
- Prediction of cervical cancer lymph node metastasis based on multisequence magnetic resonance imaging radiomics and deep learning features: a dual-center study.Scientific reports · 2025Article
- Development and validation of MRI-derived deep learning score for non-invasive prediction of PD-L1 expression and prognostic stratification in head and neck squamous cell carcinoma.Cancer imaging : the official publication of the International Cancer Imaging Society · 2025Article
- Interpretable deep learning of single-cell and epigenetic data reveals novel molecular insights in aging.Scientific reports · 2025Article
- Deep learning model based on contrast-enhanced ultrasound for predicting vessels encapsulating tumor clusters in hepatocellular carcinoma.European radiology · 2025Article
- The tumour histopathology "glossary" for AI developers.PLoS computational biology · 2025Review
- Deep-learning-based radiomics of intratumoral and peritumoral MRI images to predict the pathological features of adjuvant radiotherapy in early-stage cervical squamous cell carcinoma.BMC women's health · 2024Article
- Deep neural network based tissue deconvolution of circulating tumor cell RNA.Journal of translational medicine · 2023Article
- Deep learning-based diagnosis of osteoblastic bone metastases and bone islands in computed tomograph images: a multicenter diagnostic study.European radiology · 2023Article
- Artificial intelligence in ophthalmology: The path to the real-world clinic.Cell reports. Medicine · 2023Review
- Semi-supervised automatic dental age and sex estimation using a hybrid transformer model.International journal of legal medicine · 2023Article
- Mathematical modeling of cancer immunotherapy for personalized clinical translation.Nature computational science · 2022Article
- Machine learning for autism spectrum disorder diagnosis using structural magnetic resonance imaging: Promising but challenging.Frontiers in neuroinformatics · 2022Review
- [EMPAIA-ecosystem for pathology diagnostics with AI assistance].Der Pathologe · 2021Review
- ParsVNN: parsimony visible neural networks for uncovering cancer-specific and drug-sensitive genes and pathways.NAR genomics and bioinformatics · 2021Article
- A potential method for sex estimation of human skeletons using deep learning and three-dimensional surface scanning.International journal of legal medicine · 2021Article
- Deep Learning for the Classification of Non-Hodgkin Lymphoma on Histopathological Images.Cancers · 2021Article
- Enhancing phage therapy through synthetic biology and genome engineering.Current opinion in biotechnology · 2021Review
- Cohort Profile: Chinese Cervical Cancer Clinical Study.Frontiers in oncology · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
32317799What 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.