Výsledky vyhľadávania - "Multiple-Instance Learning Algorithms"

KS-TMIL: A K-Stage Transformer approach with multiple instance learning model for ovarian cancer subtype classification.

Autori: Sai MJ Punn NS

Zdroj: Computers in biology and medicine [Comput Biol Med] 2025 Sep; Vol. 196 (Pt B), pp. 110726. Date of Electronic Publication: 2025 Jul 22.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

Výrazy zo slovníka MeSH: Image Interpretation, Computer-Assisted*/methods , Multiple-Instance Learning Algorithms* , Ovarian Neoplasms*/classification , Ovarian Neoplasms*/diagnostic imaging , Ovarian Neoplasms*/pathology, Female ; Humans

Hierarchically Optimized Multiple Instance Learning With Multi-Magnification Pathological Images for Cerebral Tumor Diagnosis.

Autori: Zhu L Yan R Guan T a ďalší

Zdroj: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2025 Jun; Vol. 29 (6), pp. 4173-4185.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print Cited Medium: Internet ISSN: 2168-2208 (Electronic) Linking ISSN: 21682194 NLM ISO Abbreviation: IEEE J Biomed Health Inform Subsets: MEDLINE

Výrazy zo slovníka MeSH: Brain Neoplasms*/diagnostic imaging , Brain Neoplasms*/pathology , Image Interpretation, Computer-Assisted*/methods , Multiple-Instance Learning Algorithms*, Humans ; Brain/diagnostic imaging ; Brain/pathology ; Databases, Factual ; Glioma/diagnostic imaging ; Glioma/pathology ; Machine Learning

S2L-CM: Scribble-supervised nuclei segmentation in histopathology images using contrastive regularization and pixel-level multiple instance learning.

Autori: Oh HJ Min S Jeong WK

Zdroj: Computers in biology and medicine [Comput Biol Med] 2025 Jun; Vol. 192 (Pt B), pp. 110293. Date of Electronic Publication: 2025 May 16.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

Výrazy zo slovníka MeSH: Cell Nucleus*/pathology , Image Processing, Computer-Assisted*/methods , Multiple-Instance Learning Algorithms*, Humans ; Algorithms ; Deep Learning

Whole slide image-level classification of malignant effusion cytology using clustering-constrained attention multiple instance learning.

Autori: Kim D Lee J Jung M a ďalší

Zdroj: Lung cancer (Amsterdam, Netherlands) [Lung Cancer] 2025 Jun; Vol. 204, pp. 108552. Date of Electronic Publication: 2025 Apr 21.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8800805 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8332 (Electronic) Linking ISSN: 01695002 NLM ISO Abbreviation: Lung Cancer Subsets: MEDLINE

Výrazy zo slovníka MeSH: Cluster Analysis* , Lung Neoplasms*/diagnosis , Lung Neoplasms*/pathology , Multiple-Instance Learning Algorithms* , Pleural Effusion, Malignant*/diagnosis , Pleural Effusion, Malignant*/pathology , Pleural Effusion, Malignant*/classification, Humans ; Cytodiagnosis/methods ; Image Processing, Computer-Assisted/methods

The KMeansGraphMIL Model: A Weakly Supervised Multiple Instance Learning Model for Predicting Colorectal Cancer Tumor Mutational Burden.

Autori: Chen L Xiao H Jiang J a ďalší

Zdroj: The American journal of pathology [Am J Pathol] 2025 Apr; Vol. 195 (4), pp. 671-679. Date of Electronic Publication: 2025 Jan 10.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Country of Publication: United States NLM ID: 0370502 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1525-2191 (Electronic) Linking ISSN: 00029440 NLM ISO Abbreviation: Am J Pathol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Biomarkers, Tumor*/genetics , Colorectal Neoplasms*/genetics , Colorectal Neoplasms*/pathology , Colorectal Neoplasms*/diagnosis , Multiple-Instance Learning Algorithms* , Mutation*, Humans ; ROC Curve

Geometric deep learning and multiple-instance learning for 3D cell-shape profiling.

Autori: De Vries M Dent LG Curry N a ďalší

Zdroj: Cell systems [Cell Syst] 2025 Mar 19; Vol. 16 (3), pp. 101229.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Cell Press Country of Publication: United States NLM ID: 101656080 Publication Model: Print Cited Medium: Internet ISSN: 2405-4720 (Electronic) Linking ISSN: 24054712 NLM ISO Abbreviation: Cell Syst Subsets: MEDLINE

Výrazy zo slovníka MeSH: Cell Shape* , Multiple-Instance Learning Algorithms*, Humans ; Deep Learning ; Drug Discovery/methods ; Imaging, Three-Dimensional/methods ; Melanoma/pathology

CAMIL: channel attention-based multiple instance learning for whole slide image classification.

Autori: Mao J Xu J Tang X a ďalší

Zdroj: Bioinformatics (Oxford, England) [Bioinformatics] 2025 Feb 04; Vol. 41 (2).

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Oxford University Press Country of Publication: England NLM ID: 9808944 Publication Model: Print Cited Medium: Internet ISSN: 1367-4811 (Electronic) Linking ISSN: 13674803 NLM ISO Abbreviation: Bioinformatics Subsets: MEDLINE

Výrazy zo slovníka MeSH: Image Processing, Computer-Assisted*/methods , Multiple-Instance Learning Algorithms*, Humans ; Algorithms ; Computational Biology/methods

Beyond accuracy: Quantifying the reliability of multiple instance learning for whole slide image classification.

Autori: Keshvarikhojasteh H Aubreville M Bertram CA a ďalší

Zdroj: PloS one [PLoS One] 2025 Dec 05; Vol. 20 (12), pp. e0337261. Date of Electronic Publication: 2025 Dec 05 (Print Publication: 2025).

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Výrazy zo slovníka MeSH: Machine Learning* , Image Processing, Computer-Assisted*/methods, Humans ; Reproducibility of Results ; Multiple-Instance Learning Algorithms

BPMambaMIL: A bio-inspired prototype-guided multiple instance learning for oncotype DX risk assessment in histopathology.

Autori: Guo Y Su Z Koyun OC a ďalší

Zdroj: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2025 Dec; Vol. 272, pp. 109039. Date of Electronic Publication: 2025 Aug 26.

Spôsob vydávania: Journal Article

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: Breast Neoplasms*/pathology , Breast Neoplasms*/genetics, Humans ; Female ; Risk Assessment ; Algorithms ; Prognosis ; Multiple-Instance Learning Algorithms

Disentangled Pseudo-Bag Augmentation for Whole Slide Image Multiple Instance Learning.

Autori: Dong J Jiang J Jiang K a ďalší

Zdroj: IEEE transactions on medical imaging [IEEE Trans Med Imaging] 2025 Nov; Vol. 44 (11), pp. 4181-4197.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 8310780 Publication Model: Print Cited Medium: Internet ISSN: 1558-254X (Electronic) Linking ISSN: 02780062 NLM ISO Abbreviation: IEEE Trans Med Imaging Subsets: MEDLINE

Výrazy zo slovníka MeSH: Image Interpretation, Computer-Assisted*/methods , Machine Learning*, Humans ; Algorithms ; Neural Networks, Computer ; Multiple-Instance Learning Algorithms

Multiple instance learning using pathology foundation models effectively predicts kidney disease diagnosis and clinical classification.

Autori: Kurata Y Mimura I Kodera S a ďalší

Zdroj: Scientific reports [Sci Rep] 2025 Oct 09; Vol. 15 (1), pp. 35298. Date of Electronic Publication: 2025 Oct 09.

Spôsob vydávania: Journal Article

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: Kidney Diseases*/diagnosis , Kidney Diseases*/classification , Kidney Diseases*/pathology , Diabetic Nephropathies*/diagnosis , Diabetic Nephropathies*/pathology , Machine Learning*, Humans ; ROC Curve ; Kidney/pathology ; Male ; Female ; Multiple-Instance Learning Algorithms

CoD-MIL: Chain-of-Diagnosis Prompting Multiple Instance Learning for Whole Slide Image Classification

Autori: Jiangbo Shi Chen Li Tieliang Gong a ďalší

Zdroj: IEEE Transactions on Medical Imaging. 44:1218-1229

Predmety: Machine Learning, Image Interpretation, Computer-Assisted, Humans, Multiple-Instance Learning Algorithms, Algorithms, Natural Language Processing

Prístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/39441683

Multiple-Instance Learning Algorithms for Computer-Aided Detection

Autori: R. B. Rao Balaji Krishnapuram Glenn Fung a ďalší

Zdroj: IEEE Transactions on Biomedical Engineering. 55:1015-1021

Predmety: Reproducibility of Results, 02 engineering and technology, Image Enhancement, Sensitivity and Specificity, Pattern Recognition, Automated, Radiography, 03 medical and health sciences, 0302 clinical medicine, Artificial Intelligence, Colonic Neoplasms, Image Interpretation, Computer-Assisted, 0202 electrical engineering, electronic engineering, information engineering, Humans, Pulmonary Embolism, Algorithms

Prístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/18334393
http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000004360150
https://www.infona.pl/resource/bwmeta1.element.ieee-art-000004360150
https://europepmc.org/article/MED/18334393
http://ieeexplore.ieee.org/document/4360150/
https://ieeexplore.ieee.org/document/4360150/
https://dblp.uni-trier.de/db/journals/tbe/tbe55.html#DundarFKR08

Learnable Context in Multiple Instance Learning for Whole Slide Image Classification and Segmentation.

Autori: Huang YY Chu WT

Zdroj: Journal of imaging informatics in medicine [J Imaging Inform Med] 2025 Aug; Vol. 38 (4), pp. 2322-2336. Date of Electronic Publication: 2024 Nov 04.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE

Výrazy zo slovníka MeSH: Image Interpretation, Computer-Assisted*/methods , Image Processing, Computer-Assisted*/methods , Machine Learning*, Algorithms ; Multiple-Instance Learning Algorithms

Spatial Mapping of Gene Signatures in Hematoxylin and Eosin-Stained Images: A Proof of Concept for Interpretable Predictions Using Additive Multiple Instance Learning.

Autori: Markey M Kim J Goldstein Z a ďalší

Zdroj: Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc [Mod Pathol] 2025 Aug; Vol. 38 (8), pp. 100772. Date of Electronic Publication: 2025 Apr 11.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Inc Country of Publication: United States NLM ID: 8806605 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1530-0285 (Electronic) Linking ISSN: 08933952 NLM ISO Abbreviation: Mod Pathol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Cancer-Associated Fibroblasts*/pathology , Cancer-Associated Fibroblasts*/metabolism , Machine Learning* , Breast Neoplasms*/pathology , Breast Neoplasms*/genetics , Biomarkers, Tumor*/genetics , Transcriptome*, Humans ; Hematoxylin ; Eosine Yellowish-(YS) ; Female ; Proof of Concept Study ; Transforming Growth Factor beta/metabolism ; Staining and Labeling ; Gene Expression Profiling ; Multiple-Instance Learning Algorithms

Learnable prototype-guided multiple instance learning for detecting tertiary lymphoid structures in multi-cancer whole-slide pathological images.

Autori: Xia P Chen D An H a ďalší

Zdroj: Medical image analysis [Med Image Anal] 2025 Aug; Vol. 104, pp. 103652. Date of Electronic Publication: 2025 May 23.

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Tertiary Lymphoid Structures*/diagnostic imaging , Tertiary Lymphoid Structures*/pathology , Neoplasms*/pathology , Neoplasms*/diagnostic imaging , Image Interpretation, Computer-Assisted*/methods , Machine Learning*, Humans ; Tumor Microenvironment ; Multiple-Instance Learning Algorithms

DepressionMIGNN: A Multiple-Instance Learning-Based Depression Detection Model with Graph Neural Networks.

Autori: Zhao S Zhang Y Su Y a ďalší

Zdroj: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Jul 21; Vol. 25 (14). Date of Electronic Publication: 2025 Jul 21.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Výrazy zo slovníka MeSH: Neural Networks, Computer* , Depression*/diagnosis, Humans ; Algorithms ; Multiple-Instance Learning Algorithms ; Graph Neural Networks

Multi-Scale Multiple Instance Learning for Lymph Node Metastasis Prediction in Early Gastric Cancer.

Autori: Jin S Xu H Zhu Y a ďalší

Zdroj: 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. 1-5.

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Stomach Neoplasms*/pathology , Stomach Neoplasms*/diagnosis , Stomach Neoplasms*/diagnostic imaging , Lymphatic Metastasis*/diagnosis , Machine Learning*, Humans ; Algorithms ; Lymph Nodes/pathology ; Multiple-Instance Learning Algorithms

AI-Driven Pathomics for Predicting Chemotherapy Response in Metastatic Colorectal Cancer: A Transfer Learning Approach with Attention-Based Multiple Instance Learning.

Autori: Cruciani F Nicoletti G Cafaro D a ďalší

Zdroj: 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. 1-7.

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Colorectal Neoplasms*/drug therapy , Colorectal Neoplasms*/pathology , Artificial Intelligence* , Machine Learning*, Humans ; Neoplasm Metastasis ; Algorithms ; Deep Learning ; Treatment Outcome ; Multiple-Instance Learning Algorithms

In-The-Wild Detection of Intermittent Parkinsonian Tremor: A Federated, Self-Supervised Learning Approach Using Attention-Based Multiple Instance Learning.

Autori: Alexopoulos D Delopoulos A

Zdroj: 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. 1-7.

Spôsob vydávania: Journal Article

Informácie o časopise: 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

Výrazy zo slovníka MeSH: Tremor*/diagnosis , Parkinson Disease*/diagnosis , Supervised Machine Learning* , Attention*, Humans ; Smartphone ; Accelerometry ; Algorithms ; Multiple-Instance Learning Algorithms