ReviewJournal of clinical medicine2019
The Challenges of Diagnostic Imaging in the Era of Big Data.
Review in Journal of clinical medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06877182 (Novel Neuroradiological Workflow for the Assisted DIAgnosis and Management of DEMentia with Artificial Intelligence), which is not on this map. Cited by 32 papers, 2 of them syntheses 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.
Novel Neuroradiological Workflow for the Assisted DIAgnosis and Management of DEMentia with Artificial Intelligence
Who cites it
32 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- How can big data analytics be used for healthcare organization management? Literary framework and future research from a systematic review.BMC health services research · 2022Pooled it
- Blockchain applications in health care for COVID-19 and beyond: a systematic review.The Lancet. Digital health · 2021Pooled it
- Fine-tuning of language models for automated structuring of medical exam reports to improve patient screening and analysis.Scientific reports · 2025Article
- Advancements in pathology: Digital transformation, precision medicine, and beyond.Journal of pathology informatics · 2025Review
- Recommender-based bone tumour classification with radiographs-a link to the past.European radiology · 2024Article
- Adoption of blockchain as a step forward in orthopedic practice.European journal of translational myology · 2024Article
- Standardizing digital biobanks: integrating imaging, genomic, and clinical data for precision medicine.Journal of translational medicine · 2024Review
- Imaging biobanks: operational limits, medical-legal and ethical reflections.Frontiers in digital health · 2024Review
- A Biobanking System for Diagnostic Images: Architecture Development, COVID-19-Related Use Cases, and Performance Evaluation.JMIR formative research · 2023Article
- Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach.Journal of digital imaging · 2023Article
- Security and Privacy in Machine Learning for Health Systems: Strategies and Challenges.Yearbook of medical informatics · 2023Article
- Topological data analysis in medical imaging: current state of the art.Insights into imaging · 2023Review
- SAM-X: sorting algorithm for musculoskeletal x-ray radiography.European radiology · 2023Article
- Big Data in Gastroenterology Research.International journal of molecular sciences · 2023Review
- Telemedicine for diabetes management during COVID-19: what we have learnt, what and how to implement.Frontiers in endocrinology · 2023Review
- Levels of Autonomous Radiology.Interactive journal of medical research · 2022Article
- Is Radiomics Growing towards Clinical Practice?Journal of personalized medicine · 2022Article
- Breast Dense Tissue Segmentation with Noisy Labels: A Hybrid Threshold-Based and Mask-Based Approach.Diagnostics (Basel, Switzerland) · 2022Article
- Quantifying cilia beat frequency using high-speed video microscopy: Assessing frame rate requirements when imaging different ciliated tissues.Physiological reports · 2022Article
- A Genomic Information Management System for Maintaining Healthy Genomic States and Application of Genomic Big Data in Clinical Research.International journal of molecular sciences · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The diagnostic imaging field has undergone considerable growth both in terms of technological development and market expansion; with the following increasing production of a considerable amount of data that potentially fully poses diagnostic imaging in the Big data in the context of healthcare. Nevertheless, the mere production of a large amount of data does not automatically permit the real exploitation of their intrinsic value. Therefore, it is necessary to develop digital platforms and applications that favor the correct and advantageous management of diagnostic images such as Big data. This work aims to frame the role of diagnostic imaging in this new scenario, emphasizing the open challenges in exploiting such intense data generation for decision making with Big data analytics.
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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.