ArticleProceedings of SPIE--the International Society for Optical Engineering2020
Deep Learning Based High-Resolution Reconstruction of Trabecular Bone Microstructures from Low-Resolution CT Scans using GAN-CIRCLE.
Article in Proceedings of SPIE--the International Society for Optical Engineering, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 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
18 citing papers in PubMed, 1 synthesis or guideline pooled it, 45 citations in OpenAlex.
- Augmenting Osteoporosis Imaging with Machine Learning.Current osteoporosis reports · 2021Pooled it
- Super-Resolution MR Spectroscopic Imaging via Diffusion Models for Tumor Metabolism Mapping.Journal of imaging informatics in medicine · 2026Article
- Structure-property relationships in fibrous meniscal tissue through image-based augmentation.Philosophical transactions. Series A, Mathematical, physical, and engineering sciences · 2025Article
- Super-resolution of clinical CT: Revealing microarchitecture in whole bone clinical CT image data.Bone · 2024Article
- Super-resolution of clinical CT: Revealing microarchitecture in whole bone clinical CT image data.Bone · 2024Article
- Deep learning-based harmonization of trabecular bone microstructures between high- and low-resolution CT imaging.Medical physics · 2024Article
- Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer.Medical image analysis · 2023Article
- Preliminary landscape analysis of deep tomographic imaging patents.Visual computing for industry, biomedicine, and art · 2023Review
- Customized Additive Manufacturing in Bone Scaffolds-The Gateway to Precise Bone Defect Treatment.Research (Washington, D.C.) · 2023Review
- Class-Aware Adversarial Transformers for Medical Image Segmentation.Advances in neural information processing systems · 2022Article
- Nuclear-medicine probes: Where we are and where we are going.Medical physics · 2022Review
- An Embedded System Using Convolutional Neural Network Model for Online and Real-Time ECG Signal Classification and Prediction.Diagnostics (Basel, Switzerland) · 2022Article
- SR-CycleGAN: super-resolution of clinical CT to micro-CT level with multi-modality super-resolution loss.Journal of medical imaging (Bellingham, Wash.) · 2022Article
- Focal osteoporosis defect is associated with vertebral compression fracture prevalence in a bone mineral density-independent manner.JOR spine · 2022Article
- Impact of GAN-based lesion-focused medical image super-resolution on the robustness of radiomic features.Scientific reports · 2021Article
- Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods.Journal of personalized medicine · 2021Review
- A Review of Experimentally Informed Micromechanical Modeling of Nanoporous Metals: From Structural Descriptors to Predictive Structure-Property Relationships.Materials (Basel, Switzerland) · 2020Review
- A Survey on Artificial Intelligence in Pulmonary Imaging.Wiley interdisciplinary reviews. Data mining and knowledge discoveryArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 3 institutions in 1 country.
Funding
Abstract
Osteoporosis is a common age-related disease characterized by reduced bone density and increased fracture-risk. Microstructural quality of trabecular bone (Tb), commonly found at axial skeletal sites and at the end of long bones, is an important determinant of bone-strength and fracture-risk. High-resolution emerging CT scanners enable
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.