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Rationale And Objectives: To compare the repeatability and agreement of a semiautomated liver segmentation method with manual segmentation for assessment of total liver volume on CT (computed tomography).
Materials And Methods: This retrospective, institutional review board-approved study was conducted in 41 subjects who underwent liver CT for preoperative planning. The major pathologies encountered were colorectal cancer metastases, benign liver lesions and hepatocellular carcinoma. This semiautomated segmentation method is based on variational interpolation and 3D minimal path-surface segmentation. Total and subsegmental liver volumes were segmented from contrast-enhanced CT images in venous phase. Two image analysts independently performed semiautomated segmentations and two other image analysts performed manual segmentations. Repeatability and agreement of both methods were evaluated with intraclass correlation coefficients (ICC) and Bland-Altman analysis. Interaction time was recorded for both methods.
Results: Bland-Altman analysis revealed an intrareader agreement of -1 ± 27 mL (mean ± 1.96 standard deviation) with ICC of 0.999 (P < .001) for manual segmentation and 12 ± 97 mL with ICC of 0.991 (P < .001) for semiautomated segmentation. Bland-Altman analysis revealed an interreader agreement of -4 ± 22 mL with ICC of 0.999 (P < .001) for manual segmentation and 5 ± 98 mL with ICC of 0.991 (P < .001) for semiautomated segmentation. Intermethod agreement was found to be 3 ± 120 mL with ICC of 0.988 (P < .001). Mean interaction time was 34.3 ± 16.7 minutes for the manual method and 8.0 ± 1.2 minutes for the semiautomated method (P < .001).
Conclusions: A semiautomated segmentation method can substantially shorten interaction time while preserving a high repeatability and agreement with manual segmentation.
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http://dx.doi.org/10.1016/j.acra.2015.03.010 | DOI Listing |
J Cataract Refract Surg
July 2025
Department of Ophthalmology, West China Hospital of Sichuan University, Chengdu City, Sichuan Province, China.
Purpose: To develop and validate a multimodal deep-learning model for predicting postoperative vault height and selecting implantable collamer lens (ICL) sizes using Anterior Segment Optical Coherence Tomography (AS-OCT) and Ultrasound Biomicroscope (UBM) images combined with clinical features.
Setting: West China Hospital of Sichuan University, China.
Design: Deep-learning study.
Arq Gastroenterol
September 2025
Universidade Federal de Minas Gerais, Faculdade de Medicina, Departamento de Clínica Médica, Belo Horizonte, MG, Brasil.
Background: Crohn's disease (CD) is a chronic inflammatory disease, with a heterogeneous clinical course, which can affect any segment of the gastrointestinal tract. Data on the natural history of CD in developing countries are rare.
Objective: to delineate the clinical, epidemiological, and longitudinal characteristics of CD patients at a Brazilian referral center.
PLoS One
September 2025
Department of Engineering and School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom.
Citizen science engages volunteers to contribute data to scientific projects, often through visual annotation tasks. Hearing based activities are rare and less well understood. Having high quality annotations of performed music structures is essential for reliable algorithmic analysis of recorded music with applications ranging from music information retrieval to music therapy.
View Article and Find Full Text PDFVector Borne Zoonotic Dis
September 2025
Laboratory of Veterinary Internal Medicine, BK21 FOUR Future Veterinary Medicine Leading Education and Research Center, Research Institute for Veterinary Science and College of Veterinary Medicine, Seoul National University, Seoul, Republic of Korea.
The zoonotic infectious disease, severe fever with thrombocytopenia syndrome (SFTS), caused by the SFTS virus (SFTSV), , was first identified in China in 2009 and reported in the Republic of Korea in 2013. The primary vector is the tick (.) , which is endemic to the Asia-Pacific region and has a wide range of hosts.
View Article and Find Full Text PDFJ Am Chem Soc
September 2025
College of Chemistry and Molecular Sciences, Department of Gastrointestinal Surgery, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan 430072, P. R. China.
The in-depth integration of gene regulation with protein modulation can enhance cellular information processing, yet it is significantly constrained by ineffective and complex protein-to-gene transduction strategies. Herein, we developed a simple protease-guided autocatalytic gene silencing platform named iPAD (intelligent peptide-programmed deoxyribonuclease) that converts the protease recognition events into versatile DNA readout signals by rationally designing a native protease-responsive cationic peptide (PP) to efficiently modulate the DNAzyme (Dz) activity. Without requiring additional chemical modifications, the multifunctional PP regulator consists simply of one cell-specific targeting peptide segment and two cationic peptide segments isolated by one protease-specific peptide substrate.
View Article and Find Full Text PDF