Search Results - Semi-automatic segmentation algorithms*

Defining ground truth for prostate segmentation of transrectal ultrasound images: Inter‐ and intra‐observer variability of manual versus semi‐automatic methods

Authors: Lenfant, Louis Beitone, Clément Troccaz, Jocelyne et al.

Contributors: Lenfant, Louis Beitone, Clément Troccaz, Jocelyne et al.

Source: Medical Physics. 52

Subject Terms: [SDV.IB] Life Sciences [q-bio]/Bioengineering, (Mesh): Prostatic Neoplasms* / diagnostic imaging Image-Guided Biopsy* Imaging, Automated/*methods, [INFO.INFO-IM] Computer Science [cs]/Medical Imaging, Reproducibility of Results, Image-Guided Biopsy, Three-Dimensional* / methods, Pattern Recognition, Three-Dimensional/*methods Pattern Recognition, Artificial Intelligence, Computer-Assisted/*methods, Imaging, Computer-Assisted/*methods Imaging, Three-Dimensional/*methods, (Mesh): Prostatic Neoplasms* / diagnostic imaging, [SDV.IB.IMA] Life Sciences [q-bio]/Bioengineering/Imaging, [SDV.CAN] Life Sciences [q-bio]/Cancer, Automated/*methods Reproducibility of Results, Three-Dimensional* / methods Algorithms *Artificial Intelligence Image Interpretation, Image Interpretation, Algorithms

File Description: application/pdf

Robust semi-automatic vessel tracing in the human retinal image by an instance segmentation neural network

Authors: Siyi Chen Linh Hoang Amir H. Kashani et al.

Source: Sci Adv

Subject Terms: Fundus Oculi, Optic Disk, Image Processing, Computer-Assisted, Humans, Retinal Vessels, Biomedicine and Life Sciences, Neural Networks, Computer, Algorithms, Retina

Access URL: https://pubmed.ncbi.nlm.nih.gov/40184448

A Novel Method for Segmentation-Based Semiautomatic Quantitative Evaluation of Metal Artifact Reduction Algorithms

Authors: Dominik F Vollherbst Johanna Nattenmüller Thuy D Do et al.

Source: Investigative Radiology. 54:365-373

Subject Terms: Ablation Techniques, Swine, 03 medical and health sciences, 0302 clinical medicine, Liver, Evaluation Studies as Topic, Metals, Models, Animal, Image Processing, Computer-Assisted, Animals, Artifacts, Microwaves, Tomography, X-Ray Computed, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/31048632
https://www.ncbi.nlm.nih.gov/pubmed/31048632
https://europepmc.org/abstract/MED/31048632
https://insights.ovid.com/investigative-radiology/inra/2019/06/000/novel-method-segmentation-based-semiautomatic/7/00004424
https://pubmed.ncbi.nlm.nih.gov/31048632/

Atlas-Free Semi-Automatic Segmentation of Sheep Cerebrospinal Fluid Space from MRI.

Authors: Shen J Tayebi M Sharifzadeh-Kermani A et al.

Source: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference [Annu Int Conf IEEE Eng Med Biol Soc] 2025 Jul; Vol. 2025, pp. 1-4.

Publication Type: Journal Article

Journal Info: Publisher: [IEEE] Country of Publication: United States NLM ID: 101763872 Publication Model: Print Cited Medium: Internet ISSN: 2694-0604 (Electronic) Linking ISSN: 23757477 NLM ISO Abbreviation: Annu Int Conf IEEE Eng Med Biol Soc Subsets: MEDLINE

MeSH Terms: Magnetic Resonance Imaging*/methods , Cerebrospinal Fluid*/diagnostic imaging , Brain*/diagnostic imaging , Image Processing, Computer-Assisted*/methods, Animals ; Sheep ; Humans ; Algorithms ; Automation ; Neural Networks, Computer ; Deep Learning

Sex Estimation From the Paranasal Sinus Volumes Using Semiautomatic Segmentation, Discriminant Analyses, and Machine Learning Algorithms

Authors: Sasani, Hadi Hekimoğlu, Yavuz Aşırdizer, Mahmut et al.

Source: American Journal of Forensic Medicine & Pathology. 46:e17-e17

Subject Terms: Male, Sphenoid Sinus, Humans, Discriminant Analysis, Frontal Sinus, Female, 10. No inequality, Tomography, X-Ray Computed, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/37235867
https://avesis.yyu.edu.tr/publication/details/fdc55134-1780-40ac-b998-a482a49e2a58/oai

Active Subdivision Surfaces for the Semiautomatic Segmentation of Biomedical Volumes

Authors: Anais Badoual Lucia Romani Michael Unser et al.

Contributors: Anais Badoual Lucia Romani Michael Unser et al.

Source: IEEE Transactions on Image Processing. 30:5739-5753

Subject Terms: Cell Nucleus, Databases, Factual, deformable model, Biomedical imaging, Deformable models, Image segmentation, Multiresolution, Optimization, Shape, Surface treatment, Three-dimensional displays, triangular mesh, HL-60 Cells, 02 engineering and technology, Imaging, Three-Dimensional, 0202 electrical engineering, electronic engineering, information engineering, Humans, Neural Networks, Computer, Algorithms, Software, [SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing

File Description: application/pdf

Access URL: https://hal.inria.fr/hal-03286705/file/ActiveSubdivisionSurfaces_Badoual.pdf
https://pubmed.ncbi.nlm.nih.gov/34129498
https://www.scilit.net/article/299ae42ab72e6cc34b9f8af8cbd17ae1
https://infoscience.epfl.ch/record/287326
https://dblp.uni-trier.de/db/journals/tip/tip30.html#BadoualRU21
https://hal.inria.fr/hal-03286705
https://ieeexplore.ieee.org/document/9456020
https://europepmc.org/article/MED/34129498
https://ieeexplore.ieee.org/document/9456020
https://doi.org/10.1109/TIP.2021.3087947
https://hdl.handle.net/11585/831314

Semiautomatic IFC-Based BIM Reconstruction for As-Designed Bridges from 2D Plans Leveraging Semantic Segmentation and Enrichment.

Authors: Li, Hang Zhang, Jiansong

Source: Journal of Computing in Civil Engineering; Nov2025, Vol. 39 Issue 6, p1-19, 19p

Subject Terms: BUILDING information modeling, BRIDGE design & construction, TECHNICAL drawing, DATA extraction, IMAGE segmentation, CONSTRUCTION project management

Quantification of left ventricular function and mass in cardiac Dual-Source CT (DSCT) exams: comparison of manual and semiautomatic segmentation algorithms

Authors: Bastarrika, G. (Gorka) Arraiza, M. (María) Pueyo, J. (Jesús) et al.

Contributors: Bastarrika, G. (Gorka) Arraiza, M. (María) Pueyo, J. (Jesús) et al.

Source: Dadun. Depósito Académico Digital de la Universidad de Navarra
Universidad de Navarra

Subject Terms: Adult, Aged, 80 and over, Cardiac mass, Left ventricle, Heart function, Time-effectiveness, Middle Aged, Ventricular Function, Left, Electrocardiography, 03 medical and health sciences, Segmentation, 0302 clinical medicine, Dual-source computed tomography (DSCT), Feasibility Studies, Humans, Radiographic Image Interpretation, Computer-Assisted, Female, Hypertrophy, Left Ventricular, Tomography, X-Ray Computed, Algorithms, Software, Aged

File Description: application/pdf

Access URL: https://pubmed.ncbi.nlm.nih.gov/18292999
https://hdl.handle.net/10171/112895
https://link.springer.com/article/10.1007/s00330-007-0849-x/fulltext.html
https://inis.iaea.org/search/search.aspx?orig_q=RN:39053917
https://www.ncbi.nlm.nih.gov/pubmed/18292999
https://europepmc.org/abstract/MED/18292999
https://link.springer.com/article/10.1007/s00330-007-0849-x

Application of MRI Image Based on Computer Semiautomatic Segmentation Algorithm in the Classification Prediction of Breast Cancer Histology

Authors: Aizhu Sheng Aijing Li Jianbi Xia et al.

Source: J Healthc Eng

Subject Terms: 03 medical and health sciences, 0302 clinical medicine, ROC Curve, Computers, Contrast Media, Humans, Breast Neoplasms, Female, Breast, Magnetic Resonance Imaging, Algorithms, Research Article, 3. Good health

Access URL: https://pubmed.ncbi.nlm.nih.gov/34868525
https://downloads.hindawi.com/journals/jhe/2021/6088322.pdf
https://www.hindawi.com/journals/jhe/2021/6088322/
http://downloads.hindawi.com/journals/jhe/2021/6088322.pdf

Quantification of Right and Left Ventricular Function in Cardiac MR Imaging: Comparison of Semiautomatic and Manual Segmentation Algorithms

Authors: Souto, Miguel Masip, Lambert Couto, Miguel et al.

Contributors: Souto, Miguel Masip, Lambert Couto, Miguel et al.

Source: Diagnostics (Basel)
Minerva. Repositorio Institucional de la Universidad de Santiago de Compostela
instname
Universidad de Santiago de Compostela (USC)
Diagnostics, Vol 3, Iss 2, Pp 271-282 (2013)
Diagnostics; Volume 3; Issue 2; Pages: 271-282

Subject Terms: cardiac cine magnetic resonance imaging (MRI), Medicine (General), segmentation, ejection fraction (EF), right ventricular function, left ventricular function, [SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging, [SDV]Life Sciences [q-bio], Left ventricular function, Ejection fraction (EF), Right ventricular function, Article, 3. Good health, 03 medical and health sciences, R5-920, Segmentation, 0302 clinical medicine, [SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system, Cardiac cine magnetic resonance imaging (MRI)

File Description: application/pdf

Access URL: http://www.mdpi.com/2075-4418/3/2/271/pdf
https://pubmed.ncbi.nlm.nih.gov/26835680
http://hdl.handle.net/10347/17712
https://doaj.org/article/2f0805dc4ce04d938cffdd37178453b4
https://minerva.usc.es/xmlui/handle/10347/17712
https://www.mdpi.com/2075-4418/3/2/271
http://europepmc.org/articles/PMC4665532
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4665532
https://www.mdpi.com/2075-4418/3/2/271/pdf
https://hdl.handle.net/10347/17712

Comprehensive evaluation of optimization algorithms for medical image segmentation.

Authors: Al-Najdawi, Nijad A. Al-Shawabkeh, Ali F. Tedmori, Sara et al.

Source: Scientific Reports; 10/24/2025, Vol. 15 Issue 1, p1-19, 19p

Subject Terms: OPTIMIZATION algorithms, IMAGE segmentation, THRESHOLDING algorithms, COMPUTATIONAL complexity, EVALUATION methodology

A semiautomatic segmentation method framework for pelvic bone tumors based on CT‐MR multimodal images

Authors: Qi Ge Tienan Xia Yan Qiu et al.

Source: International Journal for Numerical Methods in Biomedical Engineering. 39

Subject Terms: Image Processing, Computer-Assisted, Humans, Bone Neoplasms, Pelvic Bones, Tomography, X-Ray Computed, Magnetic Resonance Imaging, Algorithms, Pelvis

Access URL: https://pubmed.ncbi.nlm.nih.gov/36999653

A semiautomatic segmentation method for interstitial needles in intraoperative 3D transvaginal ultrasound images for high-dose-rate gynecologic brachytherapy of vaginal tumors

Authors: Jessica Robin Rodgers William Thomas Hrinivich Kathleen Surry et al.

Source: Brachytherapy. 19:659-668

Subject Terms: Aged, 80 and over, Ovarian Neoplasms, Vaginal Neoplasms, Radiotherapy Planning, Computer-Assisted, Brachytherapy, Prostate, Middle Aged, Endometrial Neoplasms, 03 medical and health sciences, Imaging, Three-Dimensional, 0302 clinical medicine, Needles, Carcinoma, Squamous Cell, Image Processing, Computer-Assisted, Humans, Female, Carcinoma, Endometrioid, Algorithms, Adenocarcinoma, Clear Cell, Aged, Ultrasonography

Access URL: https://pubmed.ncbi.nlm.nih.gov/32631651
https://www.sciencedirect.com/science/article/abs/pii/S1538472120301173
https://www.ncbi.nlm.nih.gov/pubmed/32631651
https://pubmed.ncbi.nlm.nih.gov/32631651/

Usability of Semiautomatic Segmentation Algorithms for Tumor Volume Determination

Authors: Sabine Levegrün Wolfgang Schlegel Malte L. Bahner et al.

Source: Investigative Radiology. 34:143-150

Subject Terms: Observer Variation, Phantoms, Imaging, Liver Neoplasms, Reproducibility of Results, Sensitivity and Specificity, 03 medical and health sciences, 0302 clinical medicine, Fruit, Vegetables, Disease Progression, Animals, Humans, Cattle, Tomography, X-Ray Computed, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/9951794
http://journals.lww.com/00004424-199902000-00007
http://www.ncbi.nlm.nih.gov/pubmed/9951794
https://mdanderson.elsevierpure.com/en/publications/usability-of-semiautomatic-segmentation-algorithms-for-tumor-volu

Appearance Constrained Semi-Automatic Segmentation from DCE-MRI is Reproducible and Feasible for Breast Cancer Radiomics: A Feasibility Study.

Authors: Veeraraghavan, Harini Dashevsky, Brittany Onishi, Natsuko et al.

Source: Scientific Reports. 8(1)

Subject Terms: Algorithms, Automation, Breast Neoplasms, Feasibility Studies, Female, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Retrospective Studies

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/7jc6b8f0
https://escholarship.org/content/qt7jc6b8f0/qt7jc6b8f0.pdf

Interactive, Shallow Machine Learning-Based Semantic Segmentation of 2D and 3D Geophysical Data from Archaeological Sites.

Authors: Verdonck, Lieven Dabas, Michel Bui, Marc

Source: Remote Sensing. Sep2025, Vol. 17 Issue 17, p3092. 33p.

Subject Terms: *RANDOM forest algorithms, *IMAGE segmentation, *COMPUTER software, *USER-centered system design, *ARCHAEOLOGICAL excavations, *ELECTRONIC data processing, *MACHINE learning, *GEOPHYSICAL observations

Semi-automatic lymphoma detection and segmentation using fully conditional random fields

Authors: Yu, Yuntao Decazes, Pierre Lapuyade-Lahorgue, Jérôme et al.

Contributors: Yu, Yuntao Decazes, Pierre Lapuyade-Lahorgue, Jérôme et al.

Source: Computerized Medical Imaging and Graphics. 70:1-7

Subject Terms: Fully connected conditional random fields, Lymphoma, [SDV]Life Sciences [q-bio], [SDV.CAN]Life Sciences [q-bio]/Cancer, 02 engineering and technology, 3. Good health, Anatomical atlas, [SDV] Life Sciences [q-bio], 03 medical and health sciences, Atlases as Topic, 0302 clinical medicine, [SDV.CAN] Life Sciences [q-bio]/Cancer, Positron-Emission Tomography, Image Processing, Computer-Assisted, 0202 electrical engineering, electronic engineering, information engineering, Positron Emission Tomography (PET), Humans, Anatomy, Artistic, Lymphoma detection and segmentation, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/30253305
https://europepmc.org/article/MED/30253305
https://pubmed.ncbi.nlm.nih.gov/30253305/
https://www.ncbi.nlm.nih.gov/pubmed/30253305
https://dblp.uni-trier.de/db/journals/cmig/cmig70.html#YuDLGVR18
https://www.sciencedirect.com/science/article/pii/S0895611118301307

Design and validation of a semi-automatic bone segmentation algorithm from MRI to improve research efficiency

Authors: Lauren N. Heckelman Brian J. Soher Charles E. Spritzer et al.

Source: Sci Rep
Scientific Reports, Vol 12, Iss 1, Pp 1-10 (2022)

Subject Terms: Knee Joint, Swine, Science, Magnetic Resonance Imaging, Article, 03 medical and health sciences, 0302 clinical medicine, Image Processing, Computer-Assisted, Medicine, Animals, Humans, Tomography, X-Ray Computed, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/35551485
https://doaj.org/article/fa3d4cba89e54fce99383b58d6cf710d

Tool for Semi-Automatic Segmentation and Labeling of Regions of Interest on Mid-Lateral Oblique Screen-Film Mammograms

Authors: Cortes, F. Vera, Arturo Leija, Lorenzo et al.

Contributors: Cortes, F. Vera, Arturo Leija, Lorenzo et al.

Source: Digital.CSIC. Repositorio Institucional del CSIC
Consejo Superior de Investigaciones Científicas (CSIC)

Subject Terms: Training Data Set, Artificial intelligence, Breast Segmentation, Data Labeling, Image Enhancement, Ensure healthy lives and promote well-being for all at all ages

Access URL: http://hdl.handle.net/10261/340249

Semi-automatic liver segmentation based on probabilistic models and anatomical constraints

Authors: Doan Cong Le Krisana Chinnasarn Jirapa Chansangrat et al.

Source: Sci Rep
Scientific Reports, Vol 11, Iss 1, Pp 1-19 (2021)

Subject Terms: Artificial intelligence, Databases, Factual, Deep Learning in Medical Image Analysis, MRI Segmentation, Science, 02 engineering and technology, Image Segmentation, Pattern recognition (psychology), Article, 03 medical and health sciences, Imaging, Three-Dimensional, Segmentation, 0302 clinical medicine, Artificial Intelligence, 0202 electrical engineering, electronic engineering, information engineering, Humans, Image Segmentation Techniques, Cut, Probabilistic logic, Image segmentation, Models, Statistical, Computer science, Liver, Computer Science, Physical Sciences, Medicine, Deep Learning in Computer Vision and Image Recognition, Semantic Segmentation, Computer vision, Computer Vision and Pattern Recognition, Tomography, X-Ray Computed, Algorithms

Access URL: https://www.nature.com/articles/s41598-021-85436-7.pdf
https://pubmed.ncbi.nlm.nih.gov/33731736
https://doaj.org/article/4b391c98b3e840d3bffc514e28750de1
https://www.nature.com/articles/s41598-021-85436-7
https://www.nature.com/articles/s41598-021-85436-7.pdf
https://europepmc.org/article/MED/33731736
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7969941/
https://pubmed.ncbi.nlm.nih.gov/33731736/