ArticleJournal of medical imaging (Bellingham, Wash.)2020
2D CNN versus 3D CNN for false-positive reduction in lung cancer screening.
Article in Journal of medical imaging (Bellingham, Wash.), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 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
22 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Deep learning algorithm performance in contouring head and neck organs at risk: a systematic review and single-arm meta-analysis.Biomedical engineering online · 2023Pooled it
- Development of a Two Stage Pipeline for Robust Pulmonary Nodule Detection in Consecutive CT Slices.Biomedicines · 2026Article
- Lung cancer detection in CT scans using extracted nodule features and precise multistage segmentation with deep learning based ensemble model.Scientific reports · 2026Article
- Predicting ki-67 expression in breast cancer via transformer and multiple instance learning on DCE-MRI.Cancer imaging : the official publication of the International Cancer Imaging Society · 2026Article
- Role of Three-Dimensional Convolution Neural Networks (3D-CNN) in Image Processing and Recognition in Oncology: A Systematic Review and Meta-Analysis.International journal of hematology-oncology and stem cell research · 2026Review
- Prediction of pathological complete response to neoadjuvant therapy in breast cancer using deep learning with multi-modal radiological image and biopsy whole slide images: a two-center study.Cancer imaging : the official publication of the International Cancer Imaging Society · 2026Article
- Deep learning for Three-Class Classification of ground-glass nodules on non-enhanced chest CT: A multicenter comparative study of CNN architectures.European journal of radiology open · 2025Article
- A review of deep learning-based reconstruction methods for accelerated MRI using spatiotemporal and multi-contrast redundancies.Biomedical engineering letters · 2024Review
- Towards a general computed tomography image segmentation model for anatomical structures and lesions.Communications engineering · 2024Article
- Preoperative prediction of rectal Cancer staging combining MRI deep transfer learning, radiomics features, and clinical factors: accurate differentiation from stage T2 to T3.BMC gastroenterology · 2024Article
- Development of a modified 3D region proposal network for lung nodule detection in computed tomography scans: a secondary analysis of lung nodule datasets.Cancer imaging : the official publication of the International Cancer Imaging Society · 2024Article
- Adding the third dimension: 3D convolutional neural network diagnosis of temporal lobe epilepsy.Brain communications · 2024Article
- Self-supervised pre-training with contrastive and masked autoencoder methods for dealing with small datasets in deep learning for medical imaging.Scientific reports · 2023Article
- A Deep Learning-Based Framework for Uncertainty Quantification in Medical Imaging Using the DropWeak Technique: An Empirical Study with Baresnet.Diagnostics (Basel, Switzerland) · 2023Article
- Cartography of Genomic Interactions Enables Deep Analysis of Single-Cell Expression Data.Nature communications · 2023Article
- Deep learning prediction of non-perfused volume without contrast agents during prostate ablation therapy.Biomedical engineering letters · 2023Article
- Impact Evaluation of Score Classes and Annotation Regions in Deep Learning-Based Dairy Cow Body Condition Prediction.Animals : an open access journal from MDPI · 2023Article
- Feasibility of a deep-learning based anatomical region labeling tool for Cone-Beam Computed Tomography scans in radiotherapy.Physics and imaging in radiation oncology · 2023Article
- Assessing retinal vein occlusion based on color fundus photographs using neural understanding network (NUN).Medical physics · 2023Article
- Enhancing Disease Classification in Abdominal CT Scans through RGB Superposition Methods and 2D Convolutional Neural Networks: A Study of Appendicitis and Diverticulitis.Computational and mathematical methods in medicine · 2023Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
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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.