Research map: Preoperative MRI Intratumoral Heterogeneity Radiomics for Microvascular Invasion and Recurrence‐Free Survival in HCC

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  1. Radiomics: the bridge between medical imaging and personalized medicine · Philippe Lambin · 2017 · 5857 citations · Cited by this paper
  2. Enhanced Liver Fibrosis Test, FIB ‐4 and FibroScan : Real‐World Prognostic Accuracy for MASLD in a Biopsy‐Controlled Cohort · 2026 · Related
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  5. Development of pre and post-operative models to predict early recurrence of hepatocellular carcinoma after surgical resection · Anthony W.H. Chan · 2018 · 565 citations · Cited by this paper
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  7. Can Current Preoperative Imaging Be Used to Detect Microvascular Invasion of Hepatocellular Carcinoma? · Matteo Renzulli · 2015 · 385 citations · Cited by this paper
  8. Laparoscopic or Open Liver Resection Versus Multibipolar Radiofrequency Ablation of HCC Within Milan Criteria on Cirrhosis · 2026 · Related
  9. Artificial intelligence for the prevention and clinical management of hepatocellular carcinoma · Julien Caldéraro · 2022 · 364 citations · Cited by this paper
  10. Neurofilament Light Chain in Cerebrospinal Fluid and Blood Identifies Patients With Minimal and Overt Hepatic Encephalopathy · 2026 · Related
  11. Predictors of early and late hepatocellular carcinoma recurrence · Riccardo Nevola · 2023 · 276 citations · Cited by this paper
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  13. Hepatocellular carcinoma: ESMO Clinical Practice Guideline for diagnosis, treatment and follow-up · Arndt Vogel · 2025 · 265 citations · Cited by this paper
  14. Burden and Regional Disparities of MASH ‐Related Liver Cancer in the Asia‐Pacific Region From 1990 to 2023 · 2026 · Related
  15. Predicting Microvascular Invasion in Hepatocellular Carcinoma Using CT-based Radiomics Model · Tianyi Xia · 2023 · 241 citations · Cited by this paper
  16. High Rates of Advanced Chronic Liver Disease in Patients With Chronic Hepatitis D Virus Infection in Uzbekistan · 2026 · Related
  17. Imaging of intratumoral heterogeneity in high-grade glioma · Leland Hu · 2020 · 147 citations · Cited by this paper
  18. Autophagy in MASLD : A Metabolic and Precision Medicine Perspective · 2026 · Related
  19. Impact of Anatomical Resection for Hepatocellular Carcinoma With Microportal Invasion (vp1) · Masaaki Hidaka · 2018 · 132 citations · Cited by this paper
  20. Fatigue and Cognitive Impairment in Adults With Primary Sclerosing Cholangitis: Results From Concept Elicitation Interviews · 2026 · Related
  21. Histological predictors of aggressive recurrence of hepatocellular carcinoma after liver resection · Carla Fuster · 2024 · 119 citations · Cited by this paper
  22. A wide-margin liver resection improves long-term outcomes for patients with HBV-related hepatocellular carcinoma with microvascular invasion · Pinghua Yang · 2018 · 111 citations · Cited by this paper
  23. Multitask deep learning for prediction of microvascular invasion and recurrence‐free survival in hepatocellular carcinoma based on MRI images · Fang Wang · 2024 · 45 citations · Cited by this paper
  24. CEMRI-Based Quantification of Intratumoral Heterogeneity for Predicting Aggressive Characteristics of Hepatocellular Carcinoma Using Habitat Analysis: Comparison and Combination of Deep Learning · Haifeng Liu · 2023 · 43 citations · Cited by this paper
  25. A novel multimodal deep learning model for preoperative prediction of microvascular invasion and outcome in hepatocellular carcinoma · Fang Wang · 2022 · 40 citations · Cited by this paper
  26. Preoperative Prediction of Microvascular Invasion with Gadoxetic Acid-Enhanced Magnetic Resonance Imaging in Patients with Single Hepatocellular Carcinoma: The Implication of Surgical Decision on the Extent of Liver Resection · Na Reum Kim · 2023 · 33 citations · Cited by this paper
  27. Multi-parametric MRI Habitat Radiomics Based on Interpretable Machine Learning for Preoperative Assessment of Microsatellite Instability in Rectal Cancer · Yueyan Wang · 2025 · 22 citations · Cited by this paper
  28. Computed tomography-based deep learning and multi-instance learning for predicting microvascular invasion and prognosis in hepatocellular carcinoma · Yong-Yi Cen · 2025 · 8 citations · Cited by this paper
  29. Assessing MRI-based Artificial Intelligence Models for Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma: A Systematic Review and Meta-analysis · Xin Han · 2025 · 5 citations · Cited by this paper
  30. Integrating multiphase MRI surrogates to improve microvascular invasion detection and recurrence risk stratification in HCC · Li Fan · 2025 · 3 citations · Cited by this paper
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