Suchergebnisse - "Multimodal"

Navigating the landscape of multimodal AI in medicine: A scoping review on technical challenges and clinical applications.

Autoren: Schouten D Nicoletti G Dille B et al.

Quelle: Medical image analysis [Med Image Anal] 2025 Oct; Vol. 105, pp. 103621. Date of Electronic Publication: 2025 May 30.

Publikationsart: Journal Article; Scoping Review

Info zur Zeitschrift: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9713490 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-8423 (Electronic) Linking ISSN: 13618415 NLM ISO Abbreviation: Med Image Anal Subsets: MEDLINE

MeSH-Schlagworte: Artificial Intelligence* , Deep Learning* , Multimodal Imaging*, Humans ; Clinical Decision-Making

A Review of Multimodality Imaging in Hypertrophic Cardiomyopathy: Diagnosis, Risk Stratification, and Therapeutic Guidance.

Autoren: Gandhi R Ooi EL Mugwagwa A et al.

Quelle: Radiology. Cardiothoracic imaging [Radiol Cardiothorac Imaging] 2025 Dec; Vol. 7 (6), pp. e240555.

Publikationsart: Journal Article; Review

Info zur Zeitschrift: Publisher: Radiological Society of North America, Inc Country of Publication: United States NLM ID: 101748663 Publication Model: Print Cited Medium: Internet ISSN: 2638-6135 (Electronic) Linking ISSN: 26386135 NLM ISO Abbreviation: Radiol Cardiothorac Imaging Subsets: MEDLINE

MeSH-Schlagworte: Cardiomyopathy, Hypertrophic*/diagnostic imaging , Cardiomyopathy, Hypertrophic*/therapy , Multimodal Imaging*/methods, Humans ; Risk Assessment ; Echocardiography/methods ; Magnetic Resonance Imaging/methods

Clinical and Multimodal Imaging of Acute Outer Retinopathy: Expanding the Spectrum of Acute Annular Outer Retinopathy.

Autoren: Ramtohul P Cicinelli MV Chen FK et al.

Quelle: Ophthalmology. Retina [Ophthalmol Retina] 2025 Dec; Vol. 9 (12), pp. 1209-1218. Date of Electronic Publication: 2025 May 26.

Publikationsart: Journal Article; Multicenter Study; Observational Study

Info zur Zeitschrift: Publisher: Published by Elsevier Inc. on behalf of American Academy of Ophthalmology Country of Publication: United States NLM ID: 101695048 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2468-6530 (Electronic) Linking ISSN: 24686530 NLM ISO Abbreviation: Ophthalmol Retina Subsets: MEDLINE

MeSH-Schlagworte: Multimodal Imaging*/methods , Fluorescein Angiography*/methods , Tomography, Optical Coherence*/methods , Ophthalmoscopy*/methods , Visual Acuity* , Visual Fields*/physiology , Retinal Diseases*/diagnosis , Retinal Diseases*/physiopathology, Humans ; Male ; Female ; Retrospective Studies ; Adult ; Middle Aged ; Adolescent ; Aged ; Young Adult ; Aged, 80 and over ; Acute Disease ; Electroretinography/methods ; Follow-Up Studies ; Fundus Oculi

Anti-PD-L1 immobilization on Fe₃O₄ nanocluster-coated AuNR through terpyridine-gadolinium coordination for multimodal imaging and synergistic tumor therapy.

Autoren: Chen Y Xu Y A S et al.

Quelle: Colloids and surfaces. B, Biointerfaces [Colloids Surf B Biointerfaces] 2025 Dec; Vol. 256 (Pt 2), pp. 115047. Date of Electronic Publication: 2025 Aug 14.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9315133 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-4367 (Electronic) Linking ISSN: 09277765 NLM ISO Abbreviation: Colloids Surf B Biointerfaces Subsets: MEDLINE

MeSH-Schlagworte: Multimodal Imaging*/methods , B7-H1 Antigen*/antagonists & inhibitors , B7-H1 Antigen*/immunology , Gadolinium*/chemistry , Gadolinium*/pharmacology , Pyridines*/chemistry , Gold*/chemistry , Antineoplastic Agents*/pharmacology , Antineoplastic Agents*/chemistry , Ferric Compounds*/chemistry, Humans ; Animals ; Female ; Mice ; Cell Line, Tumor ; Particle Size ; Cell Proliferation/drug effects ; Magnetic Resonance Imaging ; Drug Delivery Systems ; Cell Survival/drug effects ; Theranostic Nanomedicine ; Drug Screening Assays, Antitumor ; Ovarian Neoplasms/drug therapy ; Ovarian Neoplasms/diagnostic imaging

Multimodal radiomic analysis to determine high-Consistency prognostic phenotypes associated with epidermal growth factor receptor mutations in non-small cell lung cancer brain metastases.

Autoren: Hsu CY Tsai HH Chen TL et al.

Quelle: European journal of radiology [Eur J Radiol] 2025 Dec; Vol. 193, pp. 112420. Date of Electronic Publication: 2025 Sep 15.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 8106411 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7727 (Electronic) Linking ISSN: 0720048X NLM ISO Abbreviation: Eur J Radiol Subsets: MEDLINE

MeSH-Schlagworte: Carcinoma, Non-Small-Cell Lung*/genetics , Carcinoma, Non-Small-Cell Lung*/diagnostic imaging , Carcinoma, Non-Small-Cell Lung*/secondary , Carcinoma, Non-Small-Cell Lung*/pathology , Lung Neoplasms*/pathology , Lung Neoplasms*/genetics , Lung Neoplasms*/diagnostic imaging , Brain Neoplasms*/secondary , Brain Neoplasms*/diagnostic imaging , Brain Neoplasms*/genetics , Brain Neoplasms*/radiotherapy , Tomography, X-Ray Computed*/methods , Multimodal Imaging*/methods, Humans ; Female ; ErbB Receptors/genetics ; Male ; Middle Aged ; Mutation ; Prognosis ; Aged ; Magnetic Resonance Imaging/methods ; Phenotype ; Retrospective Studies ; Radiosurgery ; Adult ; Neoplasm Recurrence, Local ; Radiomics

Comparison of Magnetic Resonance Spectra Acquired With Hybrid PET/MR and Standalone MR Scanners.

Autoren: Macdonald CB Bhattacharya A Risk BB et al.

Quelle: Journal of magnetic resonance imaging : JMRI [J Magn Reson Imaging] 2025 Dec; Vol. 62 (6), pp. 1854-1865. Date of Electronic Publication: 2025 Aug 04.

Publikationsart: Journal Article; Comparative Study

Info zur Zeitschrift: Publisher: Wiley-Liss Country of Publication: United States NLM ID: 9105850 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-2586 (Electronic) Linking ISSN: 10531807 NLM ISO Abbreviation: J Magn Reson Imaging Subsets: MEDLINE

MeSH-Schlagworte: Positron-Emission Tomography*/instrumentation , Positron-Emission Tomography*/methods , Magnetic Resonance Imaging*/instrumentation , Magnetic Resonance Imaging*/methods , Brain*/diagnostic imaging , Brain*/metabolism , Multimodal Imaging*/instrumentation , Multimodal Imaging*/methods, Humans ; Male ; Female ; Adult ; Reproducibility of Results ; Magnetic Resonance Spectroscopy/instrumentation ; Magnetic Resonance Spectroscopy/methods ; Signal-To-Noise Ratio ; Prospective Studies ; Young Adult

Classification of neurological and mental health disorders based on multimodal approaches: A comprehensive review.

Autoren: Dino HI Hassan MM

Quelle: Neuroscience and biobehavioral reviews [Neurosci Biobehav Rev] 2025 Dec; Vol. 179, pp. 106399. Date of Electronic Publication: 2025 Oct 04.

Publikationsart: Journal Article; Review

Info zur Zeitschrift: Publisher: Pergamon Press Country of Publication: United States NLM ID: 7806090 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7528 (Electronic) Linking ISSN: 01497634 NLM ISO Abbreviation: Neurosci Biobehav Rev Subsets: MEDLINE

MeSH-Schlagworte: Mental Disorders*/classification , Mental Disorders*/diagnostic imaging , Mental Disorders*/diagnosis , Nervous System Diseases*/classification , Nervous System Diseases*/diagnostic imaging , Nervous System Diseases*/diagnosis , Deep Learning* , Neuroimaging*/methods , Multimodal Imaging*/methods, Humans ; Machine Learning

Federated modality-specific encoders and partially personalized fusion decoder for multimodal brain tumor segmentation.

Autoren: Liu H Wei D Dai Q et al.

Quelle: Medical image analysis [Med Image Anal] 2025 Dec; Vol. 106, pp. 103759. Date of Electronic Publication: 2025 Aug 18.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9713490 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-8423 (Electronic) Linking ISSN: 13618415 NLM ISO Abbreviation: Med Image Anal Subsets: MEDLINE

MeSH-Schlagworte: Brain Neoplasms*/diagnostic imaging , Multimodal Imaging*/methods , Image Interpretation, Computer-Assisted*/methods, Humans ; Magnetic Resonance Imaging ; Algorithms ; Machine Learning

Interpretable machine learning model based on multimodal ultrasound for bedside diagnosis of acute exacerbations in COPD.

Autoren: Sun Z Li H Zheng Y et al.

Quelle: Respiratory research [Respir Res] 2025 Nov 28; Vol. 26 (1), pp. 338. Date of Electronic Publication: 2025 Nov 28.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: BioMed Central Ltd Country of Publication: England NLM ID: 101090633 Publication Model: Electronic Cited Medium: Internet ISSN: 1465-993X (Electronic) Linking ISSN: 14659921 NLM ISO Abbreviation: Respir Res Subsets: MEDLINE

MeSH-Schlagworte: Pulmonary Disease, Chronic Obstructive*/diagnostic imaging , Pulmonary Disease, Chronic Obstructive*/physiopathology , Machine Learning* , Point-of-Care Testing* , Disease Progression* , Lung*/diagnostic imaging , Lung*/physiopathology , Multimodal Imaging*/methods, Humans ; Male ; Prospective Studies ; Female ; Aged ; Ultrasonography/methods ; Middle Aged

Predicting PIK3CA mutation in breast cancer with machine learning based multimodal image radiomics.

Autoren: Yao J Li X Chai W et al.

Quelle: European journal of medical research [Eur J Med Res] 2025 Nov 24; Vol. 30 (1), pp. 1161. Date of Electronic Publication: 2025 Nov 24.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: BioMed Central Country of Publication: England NLM ID: 9517857 Publication Model: Electronic Cited Medium: Internet ISSN: 2047-783X (Electronic) Linking ISSN: 09492321 NLM ISO Abbreviation: Eur J Med Res Subsets: MEDLINE

MeSH-Schlagworte: Class I Phosphatidylinositol 3-Kinases*/genetics , Breast Neoplasms*/genetics , Breast Neoplasms*/diagnostic imaging , Breast Neoplasms*/pathology , Machine Learning* , Mutation* , Multimodal Imaging*/methods, Humans ; Female ; Middle Aged ; Mammography/methods ; Adult ; Aged ; Ultrasonography, Mammary ; Retrospective Studies ; Radiomics

Multimodal CT and MRI Radiomics Integrated with Clinical Models Predict Pathological Complete Response in ESCC Following Neoadjuvant Immunochemotherapy.

Autoren: Liu L Zeng C Zhou S et al.

Quelle: Tomography (Ann Arbor, Mich.) [Tomography] 2025 Nov 19; Vol. 11 (11). Date of Electronic Publication: 2025 Nov 19.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101671170 Publication Model: Electronic Cited Medium: Internet ISSN: 2379-139X (Electronic) Linking ISSN: 23791381 NLM ISO Abbreviation: Tomography Subsets: MEDLINE

MeSH-Schlagworte: Magnetic Resonance Imaging*/methods , Esophageal Neoplasms*/diagnostic imaging , Esophageal Neoplasms*/pathology , Esophageal Neoplasms*/therapy , Esophageal Neoplasms*/drug therapy , Tomography, X-Ray Computed*/methods , Esophageal Squamous Cell Carcinoma*/diagnostic imaging , Esophageal Squamous Cell Carcinoma*/pathology , Esophageal Squamous Cell Carcinoma*/therapy , Esophageal Squamous Cell Carcinoma*/drug therapy , Multimodal Imaging*/methods, Humans ; Neoadjuvant Therapy/methods ; Male ; Female ; Middle Aged ; Retrospective Studies ; Machine Learning ; Aged ; Treatment Outcome ; Prospective Studies ; Predictive Value of Tests ; Adult ; Immunotherapy/methods ; Radiomics

Multimodal Imaging Nanoassembled Agarose Microspheres for Drug Delivery in Transarterial Chemoembolization.

Autoren: Zhang Y Liang L Kou Q et al.

Quelle: ACS applied bio materials [ACS Appl Bio Mater] 2025 Nov 17; Vol. 8 (11), pp. 9947-9954. Date of Electronic Publication: 2025 Oct 12.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: ACS Publications Country of Publication: United States NLM ID: 101729147 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2576-6422 (Electronic) Linking ISSN: 25766422 NLM ISO Abbreviation: ACS Appl Bio Mater Subsets: MEDLINE

MeSH-Schlagworte: Microspheres* , Doxorubicin*/chemistry , Doxorubicin*/pharmacology , Doxorubicin*/administration & dosage , Chemoembolization, Therapeutic* , Multimodal Imaging* , Sepharose*/chemistry , Biocompatible Materials*/chemistry , Biocompatible Materials*/chemical synthesis , Biocompatible Materials*/pharmacology , Drug Delivery Systems*, Humans ; Irinotecan/chemistry ; Irinotecan/pharmacology ; Irinotecan/administration & dosage ; Particle Size ; Materials Testing ; Drug Liberation ; Antibiotics, Antineoplastic/chemistry ; Antibiotics, Antineoplastic/pharmacology ; Surface Properties ; Drug Carriers/chemistry ; Cell Survival/drug effects ; Magnetic Resonance Imaging

A Multimodal Diagnostic Model for Breast Cancer Invasiveness Based on Ultrasound Imaging and Serum Biomarkers.

Autoren: Tan D Zhai Y Hu Z et al.

Quelle: Medicina (Kaunas, Lithuania) [Medicina (Kaunas)] 2025 Nov 10; Vol. 61 (11). Date of Electronic Publication: 2025 Nov 10.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: MDPI Country of Publication: Switzerland NLM ID: 9425208 Publication Model: Electronic Cited Medium: Internet ISSN: 1648-9144 (Electronic) Linking ISSN: 1010660X NLM ISO Abbreviation: Medicina (Kaunas) Subsets: MEDLINE

MeSH-Schlagworte: Breast Neoplasms*/diagnostic imaging , Breast Neoplasms*/blood , Breast Neoplasms*/pathology , Breast Neoplasms*/diagnosis , Biomarkers, Tumor*/blood , Biomarkers, Tumor*/analysis , Neoplasm Invasiveness* , Multimodal Imaging*/methods, Humans ; Female ; Middle Aged ; Adult ; Ultrasonography/methods ; Aged ; CA-125 Antigen/blood ; CA-125 Antigen/analysis

Multimodal-based auxiliary diagnosis for pediatric community acquired pneumonia.

Autoren: Wang Y Rao Y Zhu Y et al.

Quelle: Scientific reports [Sci Rep] 2025 Nov 07; Vol. 15 (1), pp. 39152. Date of Electronic Publication: 2025 Nov 07.

Publikationsart: Journal Article

Info zur Zeitschrift: 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

MeSH-Schlagworte: Community-Acquired Infections*/diagnosis , Community-Acquired Infections*/diagnostic imaging , Pneumonia*/diagnosis , Pneumonia*/diagnostic imaging , Multimodal Imaging*/methods, Humans ; Child, Preschool ; Male ; Female ; Infant ; Child ; Artificial Intelligence ; Community-Acquired Pneumonia

Heterogeneity of white matter hyperintensities in Alzheimer's disease captured by multimodal neuroimaging.

Autoren: Garnier-Crussard A Landeau B Mezenge F et al.

Quelle: Scientific reports [Sci Rep] 2025 Nov 03; Vol. 15 (1), pp. 38433. Date of Electronic Publication: 2025 Nov 03.

Publikationsart: Journal Article

Info zur Zeitschrift: 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

MeSH-Schlagworte: Alzheimer Disease*/diagnostic imaging , Alzheimer Disease*/pathology , Alzheimer Disease*/metabolism , White Matter*/diagnostic imaging , White Matter*/pathology , White Matter*/metabolism , Neuroimaging*/methods , Multimodal Imaging*/methods, Humans ; Aged ; Male ; Female ; Positron-Emission Tomography ; Aged, 80 and over ; Magnetic Resonance Imaging ; Fluorodeoxyglucose F18

Tetralogy of Fallot: Multimodality Imaging and Key Historical Contributions to Diagnosis and Treatment.

Autoren: Alizadeh L Khor S Phagoora J et al.

Quelle: Echocardiography (Mount Kisco, N.Y.) [Echocardiography] 2025 Nov; Vol. 42 (11), pp. e70306.

Publikationsart: Journal Article; Review; Historical Article

Info zur Zeitschrift: Publisher: Wiley-Blackwell Country of Publication: United States NLM ID: 8511187 Publication Model: Print Cited Medium: Internet ISSN: 1540-8175 (Electronic) Linking ISSN: 07422822 NLM ISO Abbreviation: Echocardiography Subsets: MEDLINE

MeSH-Schlagworte: Tetralogy of Fallot*/history , Tetralogy of Fallot*/diagnostic imaging , Tetralogy of Fallot*/surgery , Tetralogy of Fallot*/diagnosis , Multimodal Imaging*/methods , Multimodal Imaging*/history , Echocardiography*/methods, Humans ; History, 20th Century ; History, 21st Century ; History, 19th Century ; History, 18th Century ; History, 17th Century ; History, 16th Century

Integrating Multi-Modal Imaging Features for Early Prediction of Acute Kidney Injury in Pneumonia Sepsis: A Multicenter Retrospective Study.

Autoren: Gu Y Li L Yang K et al.

Quelle: Academic radiology [Acad Radiol] 2025 Nov; Vol. 32 (11), pp. 6677-6692. Date of Electronic Publication: 2025 Sep 29.

Publikationsart: Journal Article; Multicenter Study

Info zur Zeitschrift: Publisher: Association Of University Radiologists Country of Publication: United States NLM ID: 9440159 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-4046 (Electronic) Linking ISSN: 10766332 NLM ISO Abbreviation: Acad Radiol Subsets: MEDLINE

MeSH-Schlagworte: Acute Kidney Injury*/diagnostic imaging , Acute Kidney Injury*/etiology , Sepsis*/complications , Sepsis*/diagnostic imaging , Pneumonia*/complications , Pneumonia*/diagnostic imaging , Tomography, X-Ray Computed*/methods , Multimodal Imaging*/methods, Humans ; Retrospective Studies ; Male ; Female ; Middle Aged ; Aged ; Deep Learning

Metabolic network remodeling and AI-driven precision diagnostics in geriatric Parkinson's disease: Advances in multimodal imaging.

Autoren: Liu J Yang P Wang Z et al.

Quelle: Archives of gerontology and geriatrics [Arch Gerontol Geriatr] 2025 Nov; Vol. 138, pp. 105983. Date of Electronic Publication: 2025 Aug 06.

Publikationsart: Journal Article; Review

Info zur Zeitschrift: Publisher: Elsevier Biomedical Press Country of Publication: Netherlands NLM ID: 8214379 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-6976 (Electronic) Linking ISSN: 01674943 NLM ISO Abbreviation: Arch Gerontol Geriatr Subsets: MEDLINE

MeSH-Schlagworte: Parkinson Disease*/metabolism , Parkinson Disease*/diagnostic imaging , Parkinson Disease*/diagnosis , Multimodal Imaging*/methods , Artificial Intelligence* , Metabolic Networks and Pathways*, Humans ; Aged ; Positron Emission Tomography Computed Tomography/methods ; Neuroimaging/methods ; Fluorodeoxyglucose F18 ; Multiple System Atrophy/metabolism ; Multiple System Atrophy/diagnostic imaging ; Brain/metabolism ; Brain/diagnostic imaging

A Multifunctional Molecular Probe for Multimodal Imaging-Guided Potent Photothermal/Photodynamic Therapy of Endometriosis.

Autoren: Zhong Q Yang S Li X et al.

Quelle: Advanced science (Weinheim, Baden-Wurttemberg, Germany) [Adv Sci (Weinh)] 2025 Nov; Vol. 12 (43), pp. e11126. Date of Electronic Publication: 2025 Aug 28.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: WILEY-VCH Country of Publication: Germany NLM ID: 101664569 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2198-3844 (Electronic) Linking ISSN: 21983844 NLM ISO Abbreviation: Adv Sci (Weinh) Subsets: MEDLINE

MeSH-Schlagworte: Endometriosis*/therapy , Endometriosis*/diagnostic imaging , Photochemotherapy*/methods , Multimodal Imaging*/methods , Photothermal Therapy*/methods , Molecular Probes*, Female ; Animals ; Humans ; Rats ; Mice

Correlations between OCT, OCT angiography and fundus autofluorescence in adults with superficial optic disc drusen: The importance of multimodal imaging.

Autoren: Szabelska P Brydak-Godowska J Krajewski P et al.

Quelle: Advances in clinical and experimental medicine : official organ Wroclaw Medical University [Adv Clin Exp Med] 2025 Nov; Vol. 34 (11), pp. 1959-1968.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Wroclaw Medical University Country of Publication: Poland NLM ID: 101138582 Publication Model: Print Cited Medium: Print ISSN: 1899-5276 (Print) Linking ISSN: 18995276 NLM ISO Abbreviation: Adv Clin Exp Med Subsets: MEDLINE

MeSH-Schlagworte: Optic Disk Drusen*/diagnostic imaging , Tomography, Optical Coherence*/methods , Multimodal Imaging*/methods , Fluorescein Angiography*/methods, Humans ; Middle Aged ; Male ; Female ; Adult ; Aged ; Retrospective Studies ; Young Adult ; Fundus Oculi ; Optic Disk/diagnostic imaging