Cargando…

Radiomics and Deep Learning: Hepatic Applications

Radiomics and deep learning have recently gained attention in the imaging assessment of various liver diseases. Recent research has demonstrated the potential utility of radiomics and deep learning in staging liver fibroses, detecting portal hypertension, characterizing focal hepatic lesions, progno...

Descripción completa

Detalles Bibliográficos
Autores principales:	Park, Hyo Jung, Park, Bumwoo, Lee, Seung Soo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	The Korean Society of Radiology 2020
Materias:	Gastrointestinal Imaging
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7082656/ https://www.ncbi.nlm.nih.gov/pubmed/32193887 http://dx.doi.org/10.3348/kjr.2019.0752

Ejemplares similares

Deep Learning-Based Assessment of Functional Liver Capacity Using Gadoxetic Acid-Enhanced Hepatobiliary Phase MRI
por: Park, Hyo Jung, et al.
Publicado: (2022)

Prediction of Decompensation and Death in Advanced Chronic Liver Disease Using Deep Learning Analysis of Gadoxetic Acid-Enhanced MRI
por: Heo, Subin, et al.
Publicado: (2022)

Deep Learning-Based Computed Tomography Image Standardization to Improve Generalizability of Deep Learning-Based Hepatic Segmentation
por: Lee, Seul Bi, et al.
Publicado: (2023)

Development and Validation of a Deep Learning System for Segmentation of Abdominal Muscle and Fat on Computed Tomography
por: Park, Hyo Jung, et al.
Publicado: (2020)

Deep Learning Algorithm for Automated Segmentation and Volume Measurement of the Liver and Spleen Using Portal Venous Phase Computed Tomography Images
por: Ahn, Yura, et al.
Publicado: (2020)

Deep Learning-Enabled Detection of Pneumoperitoneum in Supine and Erect Abdominal Radiography: Modeling Using Transfer Learning and Semi-Supervised Learning
por: Park, Sangjoon, et al.
Publicado: (2023)

Diagnostic Performance of Deep Learning-Based Lesion Detection Algorithm in CT for Detecting Hepatic Metastasis from Colorectal Cancer
por: Kim, Kiwook, et al.
Publicado: (2021)

Cutoff Values for Diagnosing Hepatic Steatosis Using Contemporary MRI-Proton Density Fat Fraction Measuring Methods
por: Park, Sohee, et al.
Publicado: (2022)

Image Quality and Lesion Detectability of Lower-Dose Abdominopelvic CT Obtained Using Deep Learning Image Reconstruction
por: Park, June, et al.
Publicado: (2022)

Current Landscape and Future Perspectives of Abbreviated MRI for Hepatocellular Carcinoma Surveillance
por: Park, Hyo Jung, et al.
Publicado: (2022)

Diagnosis and Surveillance of Incidental Pancreatic Cystic Lesions: 2017 Consensus Recommendations of the Korean Society of Abdominal Radiology
por: Lee, Eun Sun, et al.
Publicado: (2019)

Gastrointestinal Involvement of Recurrent Renal Cell Carcinoma: CT Findings and Clinicopathologic Features
por: Park, Hyo Jung, et al.
Publicado: (2017)

T2(*) Mapping from Multi-Echo Dixon Sequence on Gadoxetic Acid-Enhanced Magnetic Resonance Imaging for the Hepatic Fat Quantification: Can It Be Used for Hepatic Function Assessment?
por: Yoo, Hyunsuk, et al.
Publicado: (2017)

Usefulness of Virtual Expiratory CT Images to Compensate for Respiratory Liver Motion in Ultrasound/CT Image Fusion: A Prospective Study in Patients with Focal Hepatic Lesions
por: Kang, Tae Wook, et al.
Publicado: (2019)

Prognostic Value of Sarcopenia and Myosteatosis in Patients with Resectable Pancreatic Ductal Adenocarcinoma
por: Kim, Dong Wook, et al.
Publicado: (2022)

CT Findings of Foreign Body Reaction to a Retained Endoloop Ligature Plastic Tube Mimicking Acute Appendicitis: A Case Report
por: Ahn, Jae Hong, et al.
Publicado: (2016)

Added Value of Contrast-Enhanced Ultrasound on Biopsies of Focal Hepatic Lesions Invisible on Fusion Imaging Guidance
por: Kang, Tae Wook, et al.
Publicado: (2017)

Quantitative Evaluation of Hepatic Steatosis Using Advanced Imaging Techniques: Focusing on New Quantitative Ultrasound Techniques
por: Park, Junghoan, et al.
Publicado: (2022)

Type-Specific Diagnosis and Evaluation of Longitudinal Tumor Extent of Borrmann Type IV Gastric Cancer: CT versus Gastroscopy
por: Kim, Jung Im, et al.
Publicado: (2013)

Hepatic Arterial Phase on Gadoxetic Acid-Enhanced Liver MR Imaging: A Randomized Comparison of 0.5 mL/s and 1 mL/s Injection Rates
por: Kim, Sung Mo, et al.
Publicado: (2014)

Characterizing Computed Tomography-Detected Arterial Hyperenhancing-Only Lesions in Patients at Risk of Hepatocellular Carcinoma: Can Non-Contrast Magnetic Resonance Imaging Be Used for Sequential Imaging?
por: Park, So Hyun, et al.
Publicado: (2020)

Hepatic Lesions that Mimic Metastasis on Radiological Imaging during Chemotherapy for Gastrointestinal Malignancy: Recent Updates
por: You, Sung-Hye, et al.
Publicado: (2017)

Diagnostic Performance of 2018 KLCA-NCC Practice Guideline for Hepatocellular Carcinoma on Gadoxetic Acid-Enhanced MRI in Patients with Chronic Hepatitis B or Cirrhosis: Comparison with LI-RADS Version 2018
por: Lee, Sang Min, et al.
Publicado: (2021)

No-Touch Radiofrequency Ablation of VX2 Hepatic Tumors In Vivo in Rabbits: A Proof of Concept Study
por: Kim, Tae-Hyung, et al.
Publicado: (2018)

Quantitative Ultrasound Radiofrequency Data Analysis for the Assessment of Hepatic Steatosis in Nonalcoholic Fatty Liver Disease Using Magnetic Resonance Imaging Proton Density Fat Fraction as the Reference Standard
por: Jeon, Sun Kyung, et al.
Publicado: (2021)

Diagnostic Performance of Spin-Echo Echo-Planar Imaging Magnetic Resonance Elastography in 3T System for Noninvasive Assessment of Hepatic Fibrosis
por: Kim, Se Woo, et al.
Publicado: (2022)

Validation of a New Point Shear-Wave Elastography Method for Noninvasive Assessment of Liver Fibrosis: A Prospective Multicenter Study
por: Joo, Ijin, et al.
Publicado: (2019)

Acoustic Radiation Force Impulse Elastography for Focal Hepatic Tumors: Usefulness for Differentiating Hemangiomas from Malignant Tumors
por: Kim, Ji Eun, et al.
Publicado: (2013)

Attenuation-Based Automatic Kilovoltage Selection and Sinogram-Affirmed Iterative Reconstruction: Effects on Radiation Exposure and Image Quality of Portal-Phase Liver CT
por: Song, Ji Soo, et al.
Publicado: (2015)

Noninvasive Assessment of Hepatic Fibrosis in Patients with Chronic Hepatitis B Viral Infection Using Magnetic Resonance Elastography
por: Lee, Jeong Eun, et al.
Publicado: (2014)

Solid Pancreatic Tumors with Unilocular Cyst-Like Appearance on CT: Differentiation from Unilocular Cystic Tumors Using CT
por: Lee, Ju Hee, et al.
Publicado: (2014)

Radiologic Evaluation and Structured Reporting Form for Extrahepatic Bile Duct Cancer: 2019 Consensus Recommendations from the Korean Society of Abdominal Radiology
por: Lee, Dong Ho, et al.
Publicado: (2021)

Primary Malt Lymphoma of the Common Bile Duct
por: Cho, Young Hoon, et al.
Publicado: (2013)

The Role of Three-Dimensional Multidetector CT Gastrography in the Preoperative Imaging of Stomach Cancer: Emphasis on Detection and Localization of the Tumor
por: Kim, Jin Woong, et al.
Publicado: (2015)

Development of a Malignancy Potential Binary Prediction Model Based on Deep Learning for the Mitotic Count of Local Primary Gastrointestinal Stromal Tumors
por: Yang, Jiejin, et al.
Publicado: (2021)

Technical Performance of Two-Dimensional Shear Wave Elastography for Measuring Liver Stiffness: A Systematic Review and Meta-Analysis
por: Kim, Dong Wook, et al.
Publicado: (2019)

Sclerosing Cholangitis: Clinicopathologic Features, Imaging Spectrum, and Systemic Approach to Differential Diagnosis
por: Seo, Nieun, et al.
Publicado: (2016)

Prospective Validation of Intra- and Interobserver Reproducibility of a New Point Shear Wave Elastographic Technique for Assessing Liver Stiffness in Patients with Chronic Liver Disease
por: Ahn, Su Joa, et al.
Publicado: (2017)

Laparoscopic Hepatic Resection Versus Laparoscopic Radiofrequency Ablation for Subcapsular Hepatocellular Carcinomas Smaller Than 3 cm: Analysis of Treatment Outcomes Using Propensity Score Matching
por: Ko, Seong Eun, et al.
Publicado: (2022)

Ultrasound-Guided Percutaneous Radiofrequency Ablation of Liver Tumors: How We Do It Safely and Completely
por: Kim, Jin Woong, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_gjp86jb481hjreue3um5hc0oib