Výsledky vyhľadávania - "Radiomics"

MRI-based radiomics for differentiating high-grade from low-grade clear cell renal cell carcinoma: a systematic review and meta-analysis.

Autori: Broomand Lomer N Ghasemi A Ahmadzadeh AM a ďalší

Zdroj: Abdominal radiology (New York) [Abdom Radiol (NY)] 2025 Dec; Vol. 50 (12), pp. 5852-5871. Date of Electronic Publication: 2025 May 17.

Spôsob vydávania: Journal Article; Meta-Analysis; Systematic Review

Informácie o časopise: Publisher: Springer Country of Publication: United States NLM ID: 101674571 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2366-0058 (Electronic) NLM ISO Abbreviation: Abdom Radiol (NY) Subsets: MEDLINE

Výrazy zo slovníka MeSH: Carcinoma, Renal Cell*/diagnostic imaging , Carcinoma, Renal Cell*/pathology , Kidney Neoplasms*/diagnostic imaging , Kidney Neoplasms*/pathology , Magnetic Resonance Imaging*/methods , Radiomics*, Humans ; Diagnosis, Differential ; Neoplasm Grading/methods ; Sensitivity and Specificity

Radiomics-Based Model Using Tumor and Peritumoral Features with Semi-Supervised and Privileged Learning for Metastatic Risk Prediction in Lung Cancer: A Multi-Site Study.

Autori: Filos D Xinou E Chouvarda I

Zdroj: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2025 Nov; Vol. 271, pp. 109029. Date of Electronic Publication: 2025 Aug 20.

Spôsob vydávania: Journal Article; Multicenter Study

Informácie o časopise: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8506513 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7565 (Electronic) Linking ISSN: 01692607 NLM ISO Abbreviation: Comput Methods Programs Biomed Subsets: MEDLINE

Výrazy zo slovníka MeSH: Lung Neoplasms*/diagnostic imaging , Lung Neoplasms*/pathology , Machine Learning* , Radiomics* , Supervised Machine Learning*, Aged ; Female ; Humans ; Male ; Middle Aged ; Neoplasm Metastasis/diagnostic imaging ; Support Vector Machine ; Tomography, X-Ray Computed

Integrating deep learning and radiomics for preoperative glioma grading using multi-center MRI data.

Autori: Yin S Ming J Chen H a ďalší

Zdroj: Scientific reports [Sci Rep] 2025 Oct 21; Vol. 15 (1), pp. 36756. Date of Electronic Publication: 2025 Oct 21.

Spôsob vydávania: Journal Article; Multicenter Study

Informácie o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Výrazy zo slovníka MeSH: Brain Neoplasms*/diagnostic imaging , Brain Neoplasms*/pathology , Brain Neoplasms*/surgery , Deep Learning* , Glioma*/diagnostic imaging , Glioma*/pathology , Glioma*/surgery , Magnetic Resonance Imaging*/methods , Radiomics*, Adult ; Aged ; Female ; Humans ; Male ; Middle Aged ; Neoplasm Grading ; Retrospective Studies

Dual energy CT-based Radiomics for identification of myocardial focal scar and artificial beam-hardening.

Autori: Zeng L Hu F Qin P a ďalší

Zdroj: International journal of cardiology [Int J Cardiol] 2025 Oct 15; Vol. 437, pp. 133482. Date of Electronic Publication: 2025 Jun 06.

Spôsob vydávania: Journal Article; Multicenter Study; Validation Study

Informácie o časopise: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 8200291 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1874-1754 (Electronic) Linking ISSN: 01675273 NLM ISO Abbreviation: Int J Cardiol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Cicatrix*/diagnostic imaging , Computed Tomography Angiography*/methods , Myocardial Infarction*/diagnostic imaging , Radiomics* , Tomography, X-Ray Computed*/methods, Aged ; Female ; Humans ; Male ; Middle Aged ; Cohort Studies ; Coronary Angiography/methods ; Machine Learning ; Prospective Studies

Preoperative prediction of pituitary neuroendocrine tumor consistency based on multiparametric MRI radiomics: a multicenter study.

Autori: Yang Q Wang Y Wu J a ďalší

Zdroj: BMC cancer [BMC Cancer] 2025 Oct 03; Vol. 25 (1), pp. 1501. Date of Electronic Publication: 2025 Oct 03.

Spôsob vydávania: Journal Article; Multicenter Study

Informácie o časopise: Publisher: BioMed Central Country of Publication: England NLM ID: 100967800 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2407 (Electronic) Linking ISSN: 14712407 NLM ISO Abbreviation: BMC Cancer Subsets: MEDLINE

Výrazy zo slovníka MeSH: Multiparametric Magnetic Resonance Imaging*/methods , Neuroendocrine Tumors*/diagnostic imaging , Neuroendocrine Tumors*/surgery , Neuroendocrine Tumors*/pathology , Pituitary Neoplasms*/diagnostic imaging , Pituitary Neoplasms*/surgery , Pituitary Neoplasms*/pathology , Radiomics*, Adult ; Aged ; Female ; Humans ; Male ; Middle Aged ; Young Adult ; Nomograms ; Preoperative Care ; Retrospective Studies ; ROC Curve

Radiomics based on BPX images to detect abnormal bone mineral density.

Autori: Zhu Y Zhou K Luo X a ďalší

Zdroj: Bone [Bone] 2025 Oct; Vol. 199, pp. 117570. Date of Electronic Publication: 2025 Jul 02.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Science Country of Publication: United States NLM ID: 8504048 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2763 (Electronic) Linking ISSN: 18732763 NLM ISO Abbreviation: Bone Subsets: MEDLINE

Výrazy zo slovníka MeSH: Bone Density* , Radiomics*, Radiography ; Humans ; Male ; Female ; Lumbar Vertebrae/diagnostic imaging ; Models, Biological ; Image Processing, Computer-Assisted ; Adult ; Middle Aged ; Aged ; Prospective Studies

Rethinking feature reproducibility in radiomics: the elephant in the dark.

Autori: Demircioğlu A; Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Essen, Germany. aydin.demircioglu@uk-essen.de.

Zdroj: European radiology experimental [Eur Radiol Exp] 2025 Sep 04; Vol. 9 (1), pp. 85. Date of Electronic Publication: 2025 Sep 04.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: SpringerOpen Country of Publication: England NLM ID: 101721752 Publication Model: Electronic Cited Medium: Internet ISSN: 2509-9280 (Electronic) Linking ISSN: 25099280 NLM ISO Abbreviation: Eur Radiol Exp Subsets: MEDLINE

Výrazy zo slovníka MeSH: Radiomics*, Humans ; Reproducibility of Results

Radiomics-based kidney lesion classification: Mitigating batch effect with nested combat harmonization.

Autori: Ziasaeedi N Lemaréchal Y Agharazii M a ďalší

Zdroj: Medical physics [Med Phys] 2025 Sep; Vol. 52 (9), pp. e18070.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: John Wiley and Sons, Inc Country of Publication: United States NLM ID: 0425746 Publication Model: Print Cited Medium: Internet ISSN: 2473-4209 (Electronic) Linking ISSN: 00942405 NLM ISO Abbreviation: Med Phys Subsets: MEDLINE

Výrazy zo slovníka MeSH: Radiomics* , Kidney*/diagnostic imaging , Kidney*/pathology , Machine Learning* , Image Processing, Computer-Assisted*, Tomography, X-Ray Computed ; Humans ; Cysts/diagnostic imaging ; Kidney Neoplasms/diagnostic imaging ; Male ; Female ; Middle Aged ; Aged ; Models, Theoretical

An MRI-based radiomics nomogram to predict progression-free survival in patients with endometrial cancer.

Autori: Liu L Ji X Liang C a ďalší

Zdroj: Future oncology (London, England) [Future Oncol] 2025 Sep; Vol. 21 (22), pp. 2895-2909. Date of Electronic Publication: 2024 Sep 17.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Taylor & Francis Country of Publication: England NLM ID: 101256629 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1744-8301 (Electronic) Linking ISSN: 14796694 NLM ISO Abbreviation: Future Oncol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Magnetic Resonance Imaging* , Radiomics* , Nomograms* , Endometrial Neoplasms*/diagnosis , Endometrial Neoplasms*/diagnostic imaging, Progression-Free Survival ; Humans ; Female ; Kaplan-Meier Estimate ; Retrospective Studies ; Image Processing, Computer-Assisted ; Middle Aged ; Aged

Study on predicting breast cancer Ki-67 expression using a combination of radiomics and deep learning based on multiparametric MRI.

Autori: Wang W Wang Z Wang L a ďalší

Zdroj: Magnetic resonance imaging [Magn Reson Imaging] 2025 Sep; Vol. 121, pp. 110401. Date of Electronic Publication: 2025 May 11.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 8214883 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-5894 (Electronic) Linking ISSN: 0730725X NLM ISO Abbreviation: Magn Reson Imaging Subsets: MEDLINE

Výrazy zo slovníka MeSH: Breast Neoplasms*/diagnostic imaging , Breast Neoplasms*/genetics , Radiomics* , Multiparametric Magnetic Resonance Imaging* , Deep Learning*, Humans ; Female ; Ki-67 Antigen/genetics ; Adult ; Middle Aged

MRI-based radiomics for preoperative T-staging of rectal cancer: a retrospective analysis.

Autori: Patanè V Atripaldi U Sansone M a ďalší

Zdroj: International journal of colorectal disease [Int J Colorectal Dis] 2025 Aug 08; Vol. 40 (1), pp. 174. Date of Electronic Publication: 2025 Aug 08.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Springer International Country of Publication: Germany NLM ID: 8607899 Publication Model: Electronic Cited Medium: Internet ISSN: 1432-1262 (Electronic) Linking ISSN: 01791958 NLM ISO Abbreviation: Int J Colorectal Dis Subsets: MEDLINE

Výrazy zo slovníka MeSH: Radiomics* , Rectal Neoplasms*/diagnostic imaging , Rectal Neoplasms*/surgery , Neoplasm Staging*/methods, Magnetic Resonance Imaging ; Retrospective Studies ; Humans ; Male ; Female ; Adult ; Middle Aged ; Aged ; Aged, 80 and over ; Models, Biological

Reproducibility of methodological radiomics score (METRICS): an intra- and inter-rater reliability study endorsed by EuSoMII.

Autori: Akinci D'Antonoli T Cavallo AU Kocak B a ďalší

Zdroj: European radiology [Eur Radiol] 2025 Aug; Vol. 35 (8), pp. 4533-4545. Date of Electronic Publication: 2025 Feb 19.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Springer International Country of Publication: Germany NLM ID: 9114774 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1084 (Electronic) Linking ISSN: 09387994 NLM ISO Abbreviation: Eur Radiol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Radiomics*, Humans ; Observer Variation ; Reproducibility of Results

The application of radiomics in vestibular schwannomas.

Autori: Gill T Hamilton D Rajgor A

Zdroj: The Journal of laryngology and otology [J Laryngol Otol] 2025 Aug; Vol. 139 (8), pp. 647-654.

Spôsob vydávania: Journal Article; Systematic Review

Informácie o časopise: Publisher: Cambridge University Press Country of Publication: England NLM ID: 8706896 Publication Model: Print Cited Medium: Internet ISSN: 1748-5460 (Electronic) Linking ISSN: 00222151 NLM ISO Abbreviation: J Laryngol Otol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Neuroma, Acoustic*/diagnostic imaging , Neuroma, Acoustic*/surgery , Radiomics*, Humans ; Machine Learning

Development and validation of a radiomics-based model for early prediction of delayed radiological recovery from Mycoplasma pneumoniae pneumonia: a multicenter study.

Autori: Song Z Zhuo L Hao J a ďalší

Zdroj: BMC medical imaging [BMC Med Imaging] 2025 Jul 05; Vol. 25 (1), pp. 270. Date of Electronic Publication: 2025 Jul 05.

Spôsob vydávania: Journal Article; Multicenter Study; Validation Study

Informácie o časopise: Publisher: BioMed Central Country of Publication: England NLM ID: 100968553 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2342 (Electronic) Linking ISSN: 14712342 NLM ISO Abbreviation: BMC Med Imaging Subsets: MEDLINE

Výrazy zo slovníka MeSH: Pneumonia, Mycoplasma*/diagnostic imaging , Radiomics* , Tomography, X-Ray Computed*, Adult ; Female ; Humans ; Male ; Middle Aged ; Logistic Models ; Retrospective Studies ; ROC Curve

Ultrasound-based deep learning radiomics for enhanced axillary lymph node metastasis assessment: a multicenter study.

Autori: Zhang D Zhou W Lu WW a ďalší

Zdroj: The oncologist [Oncologist] 2025 May 08; Vol. 30 (5).

Spôsob vydávania: Journal Article; Multicenter Study

Informácie o časopise: Publisher: Oxford University Press Country of Publication: England NLM ID: 9607837 Publication Model: Print Cited Medium: Internet ISSN: 1549-490X (Electronic) Linking ISSN: 10837159 NLM ISO Abbreviation: Oncologist Subsets: MEDLINE

Výrazy zo slovníka MeSH: Breast Neoplasms*/pathology , Breast Neoplasms*/diagnostic imaging , Deep Learning* , Lymph Nodes*/diagnostic imaging , Lymph Nodes*/pathology , Lymphatic Metastasis*/diagnostic imaging , Radiomics*, Adult ; Aged ; Female ; Humans ; Middle Aged ; Axilla/pathology ; Axilla/diagnostic imaging ; Prospective Studies ; Ultrasonography/methods ; Software Validation

Integration of MRI radiomics and clinical data for preoperative prediction of vascular invasion in breast cancer: A deep learning approach.

Autori: Pan G Pan Z Chen W a ďalší

Zdroj: Magnetic resonance imaging [Magn Reson Imaging] 2025 May; Vol. 118, pp. 110339. Date of Electronic Publication: 2025 Jan 27.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 8214883 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-5894 (Electronic) Linking ISSN: 0730725X NLM ISO Abbreviation: Magn Reson Imaging Subsets: MEDLINE

Výrazy zo slovníka MeSH: Radiomics* , Breast Neoplasms*/diagnostic imaging , Breast Neoplasms*/pathology , Deep Learning* , Diffusion Magnetic Resonance Imaging*, Humans ; Female ; Neoplasm Invasiveness/diagnostic imaging ; Preoperative Period ; Retrospective Studies ; Adult ; Middle Aged ; Aged ; Logistic Models ; Bayes Theorem ; Calibration

A radiomics model combining machine learning and neural networks for high-accuracy prediction of cervical lymph node metastasis on ultrasound of head and neck squamous cell carcinoma.

Autori: Fukuda M Eida S Katayama I a ďalší

Zdroj: Oral surgery, oral medicine, oral pathology and oral radiology [Oral Surg Oral Med Oral Pathol Oral Radiol] 2025 Jun; Vol. 139 (6), pp. 760-769. Date of Electronic Publication: 2025 Jan 24.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Country of Publication: United States NLM ID: 101576782 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2212-4411 (Electronic) NLM ISO Abbreviation: Oral Surg Oral Med Oral Pathol Oral Radiol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Radiomics* , Machine Learning* , Lymphatic Metastasis*/diagnostic imaging , Lymph Nodes*/diagnostic imaging , Lymph Nodes*/pathology , Squamous Cell Carcinoma of Head and Neck*/diagnostic imaging , Squamous Cell Carcinoma of Head and Neck*/pathology , Head and Neck Neoplasms*/diagnostic imaging , Head and Neck Neoplasms*/pathology, Neural Networks, Computer ; Neck ; Humans ; Ultrasonography ; Male ; Female ; Middle Aged

Development of a deep learning radiomics model combining lumbar CT, multi-sequence MRI, and clinical data to predict high-risk cage subsidence after lumbar fusion: a retrospective multicenter study.

Autori: Zou C Chen R Wang B a ďalší

Zdroj: Biomedical engineering online [Biomed Eng Online] 2025 Mar 02; Vol. 24 (1), pp. 27. Date of Electronic Publication: 2025 Mar 02.

Spôsob vydávania: Journal Article; Multicenter Study; Validation Study

Informácie o časopise: Publisher: BioMed Central Country of Publication: England NLM ID: 101147518 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-925X (Electronic) Linking ISSN: 1475925X NLM ISO Abbreviation: Biomed Eng Online Subsets: MEDLINE

Výrazy zo slovníka MeSH: Deep Learning* , Image Processing, Computer-Assisted* , Lumbar Vertebrae*/diagnostic imaging , Lumbar Vertebrae*/surgery , Radiomics* , Spinal Fusion*/adverse effects , Postoperative Complications*/epidemiology , Postoperative Complications*/etiology, Adult ; Aged ; Female ; Humans ; Male ; Middle Aged ; Magnetic Resonance Imaging ; Retrospective Studies ; Tomography, X-Ray Computed ; Risk Assessment/methods

Overlooked and underpowered: a meta-research addressing sample size in radiomics prediction models for binary outcomes.

Autori: Zhong J Liu X Lu J a ďalší

Zdroj: European radiology [Eur Radiol] 2025 Mar; Vol. 35 (3), pp. 1146-1156. Date of Electronic Publication: 2025 Jan 09.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Springer International Country of Publication: Germany NLM ID: 9114774 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1084 (Electronic) Linking ISSN: 09387994 NLM ISO Abbreviation: Eur Radiol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Radiomics* , Sample Size*, Humans ; Models, Statistical

Intra- and peri-tumoral radiomics based on dynamic contrast-enhanced MRI for prediction of benign disease in BI-RADS 4 breast lesions: a multicentre study.

Autori: Hu Y Cai Z Aierken N a ďalší

Zdroj: Radiation oncology (London, England) [Radiat Oncol] 2025 Feb 28; Vol. 20 (1), pp. 27. Date of Electronic Publication: 2025 Feb 28.

Spôsob vydávania: Journal Article; Multicenter Study

Informácie o časopise: Publisher: BioMed Central Country of Publication: England NLM ID: 101265111 Publication Model: Electronic Cited Medium: Internet ISSN: 1748-717X (Electronic) Linking ISSN: 1748717X NLM ISO Abbreviation: Radiat Oncol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Breast Neoplasms*/diagnostic imaging , Breast Neoplasms*/pathology , Contrast Media*/administration & dosage , Magnetic Resonance Imaging*/methods , Radiomics*, Adult ; Aged ; Female ; Humans ; Middle Aged ; Retrospective Studies ; ROC Curve