ReviewRadiology2023
Imaging to Predict Prognosis in Hepatocellular Carcinoma: Current and Future Perspectives.
Review in Radiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers, 1 of them a synthesis that pooled it.
What it found
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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
54 citing papers in PubMed, 1 synthesis or guideline pooled it.
- MRI imaging features for predicting macrotrabecular-massive subtype hepatocellular carcinoma: a systematic review and meta-analysis.European radiology · 2024Pooled it
- Interpretable prediction of macrotrabecular-massive HCC and recurrence-free survival by integrating MRI LI-RADS features with deep learning habitat radiomics.European radiology experimental · 2026Observational
- A CECT-Based 2PI System as a Novel Noninvasive Prognostic Tool for Hepatocellular Carcinoma: A Dual-Validation Study.Cancer science · 2026Article
- Beyond Diagnosis: Magnetic Resonance Imaging-Based Imaging Biomarkers for Tumor Biology, Prognosis, and Clinical Decision-Making in Hepatocellular Carcinoma.Korean journal of radiology · 2026Review
- MRI-based radiomics with automated segmentation and manual refinement for predicting treatment response in unresectable hepatocellular carcinoma: a multicenter study.Abdominal radiology (New York) · 2026Observational
- Unmasking infiltrative hepatocellular carcinoma: a pictorial essay.Abdominal radiology (New York) · 2026Review
- MRI radiomics combined with clinical factors to predict vessels encapsulating tumor clusters and early recurrence in hepatocellular carcinoma (≤ 3 cm).BMC medical imaging · 2026Article
- The retinol-metabolizing enzyme DHRS3 coordinates antigen presentation, endothelial stability, and cholesterol metabolism to suppress hepatocellular carcinoma progression.The Journal of biological chemistry · 2026Article
- The value of LI-RADS ancillary features and biomarker for hepatocellular carcinoma ≤ 30 mm in Western and Eastern guidelines on extracellular agent and gadoxetic acid-enhanced MRI.European radiology · 2026Article
- Deep learning techniques for using computed tomography imaging for hepatocellular carcinoma diagnosis, treatment and prognosis.World journal of gastroenterology · 2026Review
- Sialic acid-guided spatiotemporal hydrogel therapy for liver cancer.Materials today. Bio · 2026Article
- A deep learning radiopathomic signature predicts recurrence risk of hepatocellular carcinoma after hepatectomy.Communications biology · 2026Article
- Multiscale imaging on proton pump-driven acidity for assessing tumor progression and metastasis.Nature communications · 2026Article
- Risk Model for Predicting Aggressive Recurrence of Hepatocellular Carcinoma after Microwave Ablation Using MRI and Clinical Parameters.Radiology. Imaging cancer · 2026Article
- Early Changes in the Neutrophil-to-Lymphocyte Ratio are Associated with Conversion Outcomes in Advanced Hepatocellular Carcinoma Treated with HAIC-Based Triple Therapy.Journal of hepatocellular carcinoma · 2026Article
- Explainable machine learning-based multiphase contrast-enhanced CT radiomics for noninvasively predicting GPC3 expression in hepatocellular carcinoma: a bicentric study.American journal of translational research · 2026Article
- A Preoperative MRI-Based Score to Predict High-Risk Pathology and Stratify Adjuvant Therapy Benefit in BCLC 0/A Hepatocellular Carcinoma.Journal of hepatocellular carcinoma · 2026Article
- Comparative Analysis of Clinical and MR Imaging Characteristics between Dual-Phenotype Hepatocellular Carcinoma and Conventional Hepatocellular Carcinoma: A Retrospective StudyCurrent medical imaging · 2026Article
- Prognostic factors in first-line atezolizumab-bevacizumab treatment of intermediate or advanced hepatocellular carcinoma.PloS one · 2026Article
- Immunometabolic Reprogramming in Hepatocellular Carcinoma Mechanisms, Biomarkers, and Therapeutic Implications.Oncology research · 2026Review
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The focus of hepatocellular carcinoma (HCC) research for many years has been on noninvasive diagnosis. Standardized systematic algorithms composed of combinations of precise features now serve as diagnostic imaging markers of HCC and constitute a major innovation for liver imaging. In clinical practice, the diagnosis of HCC is based primarily on imaging and secondarily on pathologic analysis if the imaging features are not specific. Whereas accurate diagnosis is essential, the next phase of innovation for HCC will likely encompass predictive and prognostic markers. HCC is a biologically heterogeneous malignancy because of complex molecular, pathologic, and patient-level factors that impact the outcomes of treatment. In recent years, there have been many advances in systemic therapy to augment and extend the existing large cache of local and regional options. However, the guideposts for treatment decisions are neither sophisticated nor individualized. This review provides an overview of prognosis in HCC from the patient to the imaging feature level with a focus on future directions toward more individualized treatment guidance.
Indexed as
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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.