Search Results - "Fully-automatic segmentation algorithms"

Systematic Review of Tumor Segmentation Strategies for Bone Metastases.

Authors: Paranavithana, Iromi R. Stirling, David Ros, Montserrat et al.

Source: Cancers; Mar2023, Vol. 15 Issue 6, p1750, 18p

Subject Terms: ONLINE information services, DEEP learning, SYSTEMATIC reviews, POSITRON emission tomography computed tomography, MACHINE learning, BONE tumors, CANCER patients, BONE metastasis, QUALITY assurance, DESCRIPTIVE statistics, RESEARCH funding, MEDLINE, RADIOTHERAPY

Cerebellum and nucleus caudatus asymmetry in major depressive disorder.

Authors: Okumuş, Burak Besenek, Mert Sönmez, Dogancan et al.

Source: Journal of Surgery & Medicine (JOSAM); 2022, Vol. 6 Issue 4, p470-475, 6p

Subject Terms: CEREBELLUM anatomy, DIGITAL image processing, BASAL ganglia, AGE distribution, CASE-control method, MAGNETIC resonance imaging, MANN Whitney U Test, FISHER exact test, T-test (Statistics), MENTAL depression, CHI-squared test, DATA analysis software, ALGORITHMS

Deep ensemble learning-driven fully automated multi-structure segmentation for precision craniomaxillofacial surgery.

Authors: Bao, Jiahao Tan, Zongcai Sun, Yifeng et al.

Source: Frontiers in Bioengineering & Biotechnology; 2025, p1-15, 15p

Improving the 3D representation of plant architecture and parameterization efficiency of functional–structural tree models using terrestrial LiDAR data Open Access.

Authors: Bekkers, Vera Evers, Jochem Lau, Alvaro

Source: AoB Plants; Feb2025, Vol. 17 Issue 2, p1-23, 23p

Subject Terms: OPTICAL radar, LIDAR, OPTICAL scanners, STRUCTURAL models, PARAMETERIZATION

Design and Evaluation of Interactive Proofreading Tools for Connectomics.

Authors: Haehn, Daniel Beyer, Johanna Pfister, Hanspeter et al.

Source: IEEE Transactions on Visualization & Computer Graphics; Dec2014, Vol. 20 Issue 12, p2466-2475, 10p

Subject Terms: PROOFREADING, BRAIN mapping, IMAGE databases, ELECTRON microscopy, IMAGE segmentation, ALGORITHMS

RRM‐TransUNet: Deep‐Learning Driven Interactive Model for Precise Pancreas Segmentation in CT Images

Authors: Yulan Wang Weimin Liu Peng Yu et al.

Source: The International Journal of Medical Robotics and Computer Assisted Surgery. 21

Subject Terms: Pancreatic Neoplasms, Deep Learning, Image Processing, Computer-Assisted, Humans, Reproducibility of Results, Pancreatic Diseases, Tomography, X-Ray Computed, Pancreas, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/40209153

Automatic removal of large blood vasculature for objective assessment of brain tumors using quantitative dynamic contrast‐enhanced magnetic resonance imaging.

Authors: Kesari, Anshika Yadav, Virendra Kumar Gupta, Rakesh Kumar et al.

Source: NMR in Biomedicine; Nov2024, Vol. 37 Issue 11, p1-14, 14p

Subject Terms: CONTRAST-enhanced magnetic resonance imaging, CEREBRAL circulation, MAGNETIC resonance imaging, RECEIVER operating characteristic curves, TUMOR classification, BLOOD volume, BRAIN tumors

Development of brain tumor radiogenomic classification using GAN-based augmentation of MRI slices in the newly released gazi brains dataset.

Authors: Yurtsever, M.M.Enes Atay, Yilmaz Arslan, Bilgehan et al.

Source: BMC Medical Informatics & Decision Making; 10/4/2024, Vol. 24 Issue 1, p1-24, 24p

Subject Terms: TUMOR classification, BRAIN tumors, DEEP learning, DATA augmentation, TRANSFORMER models

The Segmentation of Multiple Types of Uterine Lesions in Magnetic Resonance Images Using a Sequential Deep Learning Method with Image-Level Annotations.

Authors: Cui, Yu-meng Wang, Hua-li Cao, Rui et al.

Source: Journal of Digital Imaging; Feb2024, Vol. 37 Issue 1, p374-385, 12p

Subject Terms: UTERINE tumors, POLYPS, HYPERPLASIA, RESEARCH funding, EARLY detection of cancer, CANCER patient medical care, MAGNETIC resonance imaging, RETROSPECTIVE studies, DESCRIPTIVE statistics, ENDOMETRIAL tumors, UTERINE fibroids, DEEP learning, ARTIFICIAL neural networks, UTERINE diseases, COMPUTER-aided diagnosis, DIGITAL image processing, COMPARATIVE studies, WOMEN'S health, SENSITIVITY & specificity (Statistics)

Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review.

Authors: Singh, Sonit Hoque, Shakira Zekry, Amany et al.

Source: Journal of Medical Systems; 7/11/2023, Vol. 47 Issue 1, p1-33, 33p, 1 Color Photograph, 2 Diagrams, 21 Charts, 2 Graphs

Subject Terms: LIVER disease diagnosis, LIVER radiography, COMPUTERS in medicine, CHRONIC diseases, LIVER, SYSTEMATIC reviews, MACHINE learning, MEDICAL care costs, COST control, FIBROSIS, CIRRHOSIS of the liver, LIVER diseases, WORKFLOW, DIAGNOSTIC imaging, TUMOR classification, DIAGNOSIS, DIGESTIVE organs, COMPUTER-aided diagnosis, SENSITIVITY & specificity (Statistics), ARTIFICIAL neural networks, HEPATOCELLULAR carcinoma

Volumetric measurement of paranasal sinuses and its clinical significance in pituitary neuroendocrine tumors operated using an endoscopic endonasal approach.

Authors: Masato Nakaya Ryota Tamura Kento Takahara et al.

Source: Frontiers in Neurology; 3/30/2023, Vol. 14, p1-8, 8p

Subject Terms: PARANASAL sinuses, PITUITARY tumors, NEUROENDOCRINE tumors, SPHENOID sinus, NASAL cavity, DACRYOCYSTORHINOSTOMY, NASAL surgery

Novel Hybrid Optimized Clustering Schemes with Genetic Algorithm and PSO for Segmentation and Classification of Articular Cartilage Loss from MR Images.

Authors: Kubicek, Jan Varysova, Alice Cerny, Martin et al.

Source: Mathematics (2227-7390); Feb2023, Vol. 11 Issue 4, p1027, 26p

Subject Terms: IMAGE segmentation, ARTICULAR cartilage, GENETIC algorithms, MAGNETIC resonance imaging, PARTICLE swarm optimization, CONVOLUTIONAL neural networks, KNEE

Contour similarity and its implication on inverse prostate SBRT treatment planning.

Authors: Yan, Chenyu Guo, Bingqi Tendulkar, Rahul et al.

Source: Journal of Applied Clinical Medical Physics; Feb2023, Vol. 24 Issue 2, p1-9, 9p

Subject Terms: PROSTATE, STEREOTACTIC radiotherapy, VOLUMETRIC-modulated arc therapy

A combined deformable model and medical transformer algorithm for medical image segmentation.

Authors: Tang, Zhixian Duan, Jintao Sun, Yanming et al.

Source: Medical & Biological Engineering & Computing; Jan2023, Vol. 61 Issue 1, p129-137, 9p, 3 Color Photographs, 3 Diagrams, 3 Charts

Subject Terms: DIAGNOSTIC imaging, DEEP learning, IMAGE segmentation, DATA analysis, GENERALIZATION

Fully automatic grayscale image segmentation based fuzzy C-means with firefly mate algorithm.

Authors: Alomoush, Waleed Alrosan, Ayat Alomari, Yazan M. et al.

Source: Journal of Ambient Intelligence & Humanized Computing; Sep2022, Vol. 13 Issue 9, p4519-4541, 23p

Resolving complex cartilage structures in developmental biology via deep learning-based automatic segmentation of X-ray computed microtomography images.

Authors: Matula, Jan Polakova, Veronika Salplachta, Jakub et al.

Source: Scientific Reports; 5/24/2022, Vol. 12 Issue 1, p1-13, 13p

Subject Terms: X-ray computed microtomography, DEEP learning, MORPHOLOGY, DEVELOPMENTAL biology, CARTILAGE, CONVOLUTIONAL neural networks

AVT: Multicenter aortic vessel tree CTA dataset collection with ground truth segmentation masks

Authors: Lukas Radl Yuan Jin Antonio Pepe et al.

Source: Data in Brief, Vol 40, Iss , Pp 107801- (2022)

Subject Terms: Aorta, Vessel tree, CTA, Aortic dissection, Abdominal aortic aneurysm, Segmentations, Computer applications to medicine. Medical informatics, R858-859.7, Science (General), Q1-390

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2352340922000130; https://doaj.org/toc/2352-3409

Access URL: https://doaj.org/article/513d383256e04a14aa6f5cfd836f8b00

SAUN: Stack attention U‐Net for left ventricle segmentation from cardiac cine magnetic resonance imaging.

Authors: Sun, Xiaowu Garg, Pankaj Plein, Sven et al.

Source: Medical Physics; Apr2021, Vol. 48 Issue 4, p1750-1763, 14p

Subject Terms: CARDIAC magnetic resonance imaging, IMAGE segmentation, CONVOLUTIONAL neural networks, VENTRICULAR ejection fraction, PEARSON correlation (Statistics), SEMANTICS

MR Diffusion Properties of Cervical Spinal Cord as a Predictor of Progression to Multiple Sclerosis in Patients with Clinically Isolated Syndrome.

Authors: Dostál, Marek Keřkovský, Miloš Stulík, Jakub et al.

Source: Journal of Neuroimaging; Jan/Feb2021, Vol. 31 Issue 1, p108-114, 7p

Subject Terms: SPINAL cord, CERVICAL cord, DIFFUSION tensor imaging, MULTIPLE sclerosis, RECEIVER operating characteristic curves, MAGNETIC resonance imaging

Improving brain tumor segmentation on MRI based on the deep U-net and residual units.

Authors: Yang, Tiejun Song, Jikun Li, Lei et al.

Source: Journal of X-Ray Science & Technology; 2020, Vol. 28 Issue 1, p95-110, 16p, 1 Black and White Photograph, 6 Diagrams, 2 Charts, 6 Graphs

Subject Terms: BRAIN tumors, IMAGE segmentation, DEEP learning, MAGNETIC resonance imaging, CANCER, FEATURE extraction, GLIOMAS