Cargando…

Deep Learning Algorithm for Automated Segmentation and Volume Measurement of the Liver and Spleen Using Portal Venous Phase Computed Tomography Images

OBJECTIVE: Measurement of the liver and spleen volumes has clinical implications. Although computed tomography (CT) volumetry is considered to be the most reliable noninvasive method for liver and spleen volume measurement, it has limited application in clinical practice due to its time-consuming se...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ahn, Yura, Yoon, Jee Seok, Lee, Seung Soo, Suk, Heung-Il, Son, Jung Hee, Sung, Yu Sub, Lee, Yedaun, Kang, Bo-Kyeong, Kim, Ho Sung
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/PMC7369202/ https://www.ncbi.nlm.nih.gov/pubmed/32677383 http://dx.doi.org/10.3348/kjr.2020.0237

Ejemplares similares

Liver-to-Spleen Volume Ratio Automatically Measured on CT Predicts Decompensation in Patients with B Viral Compensated Cirrhosis
por: Kwon, Ji Hye, et al.
Publicado: (2021)

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)

Post-traumatic superior mesenteric venous thrombosis with subsequent extension to the portal vein
por: Garaci, Francesco Giuseppe, et al.
Publicado: (2018)

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

Acute post traumatic portal venous thrombosis associated with shattered spleen: A case report
por: Gupta, Ranjana, et al.
Publicado: (2017)

Development and Validation of a Simple Index Based on Non-Enhanced CT and Clinical Factors for Prediction of Non-Alcoholic Fatty Liver Disease
por: Ahn, Yura, et al.
Publicado: (2020)

Fully automated AI-based splenic segmentation for predicting survival and estimating the risk of hepatic decompensation in TACE patients with HCC
por: Müller, Lukas, et al.
Publicado: (2022)

Asymptomatic presentation of a congenital malformation of the portal vein with portosystemic shunt
por: Musa, Juna, et al.
Publicado: (2020)

Sclerosing angiomatoid nodular transformation of the spleen: A case report of thrombocytopenia and a hypervascular splenic mass
por: Gooch, Cory, et al.
Publicado: (2018)

Diffusion-Weighted MRI of Malignant versus Benign Portal Vein Thrombosis
por: Ahn, Jhii-Hyun, et al.
Publicado: (2016)

Arterial and venous abdominal thrombosis in a 79-year-old woman with COVID-19 pneumonia
por: de Barry, Olivier, et al.
Publicado: (2020)

Paroxysmal nocturnal haemoglobinuria (PNH) manifesting on CT as a pathologic segment of small bowel
por: Zekria, David, et al.
Publicado: (2017)

Mesenteric Vascular Occlusion: Comparison of Ancillary CT Findings between Arterial and Venous Occlusions and Independent CT Findings Suggesting Life-Threatening Events
por: Wong, Yon-Cheong, 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)

The impact of MRI sequence on tumour staging and gross tumour volume delineation in squamous cell carcinoma of the anal canal
por: Prezzi, Davide, et al.
Publicado: (2017)

Angled Cool-Tip Electrode for Radiofrequency Ablation of Small Superficial Subcapsular Tumors in the Liver: A Feasibility Study
por: Park, Sung Il, et al.
Publicado: (2016)

Impact of the Liver Imaging Reporting and Data System on Research Studies of Diagnosing Hepatocellular Carcinoma Using MRI
por: Ahn, Yura, et al.
Publicado: (2022)

Prediction of Late Postoperative Hemorrhage after Whipple Procedure Using Computed Tomography Performed During Early Postoperative Period
por: Han, Ga Jin, et al.
Publicado: (2018)

Influence of oral contrast type and volume on patient experience and quality of luminal distension at MR Enterography in Crohn’s disease: an observational study of patients recruited to the METRIC trial
por: Bhatnagar, Gauraang, et al.
Publicado: (2022)

Volumetric CT Texture Analysis of Intrahepatic Mass-Forming Cholangiocarcinoma for the Prediction of Postoperative Outcomes: Fully Automatic Tumor Segmentation Versus Semi-Automatic Segmentation
por: Park, Sungeun, et al.
Publicado: (2021)

The role of bone marrow and spleen irradiation in the development of acute hematologic toxicity during chemoradiation for esophageal cancer
por: Chin, Alexander L., et al.
Publicado: (2018)

The Accuracy of Ultrasonography for the Evaluation of Portal Hypertension in Patients with Cirrhosis: A Systematic Review
por: Kim, Gaeun, et al.
Publicado: (2015)

Prognostic Value of Restaging F-18 Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography to Predict 3-Year Post-Recurrence Survival in Patients with Recurrent Gastric Cancer after Curative Resection
por: Kim, Sung Hoon, et al.
Publicado: (2020)

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

Diffusion-Weighted Imaging of Upper Abdominal Organs Acquired with Multiple B-Value Combinations: Value of Normalization Using Spleen as the Reference Organ
por: Kim, Bo Ram, et al.
Publicado: (2018)

Peritumoral portal enhancement during transarterial chemoembolization: a potential prognostic factor for patients with hepatocellular carcinoma
por: Nyman, Sofi Sennefelt, et al.
Publicado: (2021)

The Diagnostic Performance of Liver MRI without Intravenous Contrast for Detecting Hepatocellular Carcinoma: A Case-Controlled Feasibility Study
por: Han, Seunghee, et al.
Publicado: (2018)

Targetoid Primary Liver Malignancy in Chronic Liver Disease: Prediction of Postoperative Survival Using Preoperative MRI Findings and Clinical Factors
por: Park, So Hyun, et al.
Publicado: (2023)

Diaphragmatic liposarcoma with gall bladder invasion: CT and MRI findings
por: Kim, Beum Jin, et al.
Publicado: (2020)

Detection of Recurrent Hepatocellular Carcinoma in Cirrhotic Liver after Transcatheter Arterial Chemoembolization: Value of Quantitative Color Mapping of the Arterial Enhancement Fraction of the Liver
por: Lee, Dong Ho, et al.
Publicado: (2013)

Intra-Individual, Inter-Vendor Comparison of Diffusion-Weighted MR Imaging of Upper Abdominal Organs at 3.0 Tesla with an Emphasis on the Value of Normalization with the Spleen
por: Song, Ji Soo, et al.
Publicado: (2016)

Establishment of a Protocol for Determining Gastrointestinal Transit Time in Mice Using Barium and Radiopaque Markers
por: Myagmarjalbuu, Bolormaa, et al.
Publicado: (2013)

Three cases of pancreatic pseudocysts associated with dorsal pancreatic agenesis
por: Suh, Pae Sun, et al.
Publicado: (2018)

Multidetector CT Findings of Bowel Transection in Blunt Abdominal Trauma
por: Cho, Hyun Suk, et al.
Publicado: (2013)

High-Volume versus Low-Volume for Esophageal Resections for Cancer: The Essential Role of Case-Mix Adjustments based on Clinical Data
por: Wouters, Michael W., et al.
Publicado: (2007)

Human Epidermal Growth Factor Receptor 2 Expression in Unresectable Gastric Cancers: Relationship with CT Characteristics
por: Lee, Jeong Sub, et al.
Publicado: (2017)

Prevalence and Prognostic Significance of Extramural Venous Invasion in Patients with Locally Advanced Esophageal Cancer
por: Faiz, Zohra, et al.
Publicado: (2018)

Adherence to Extended Venous Thromboembolism Prophylaxis and Outcomes After Complex Gastrointestinal Oncologic Surgery
por: Mavros, Michail N., et al.
Publicado: (2023)

Safety and Effectiveness of Direct Oral Anticoagulants for the Treatment of Gastrointestinal Cancer-Associated Venous Thromboembolism
por: Ullah, Fauzia, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_3mulh87t2src2c4jjv8oagnul5