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

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

Enhanced Multiple Instance Learning for Breast Cancer Detection in Mammography: Adaptive Patching, Advanced Pooling, and Deep Supervision.

Autori: Sarwar F Garrido NMF Sebastiao P 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. 1-6.

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: Breast Neoplasms*/diagnostic imaging , Mammography*/methods , Deep Learning*, Humans ; Female ; Algorithms ; Multiple-Instance Learning Algorithms

M4: Multi-proxy multi-gate mixture of experts network for multiple instance learning in histopathology image analysis.

Autori: Li J Zhang Y Shu W a ďalší

Zdroj: Medical image analysis [Med Image Anal] 2025 Jul; Vol. 103, pp. 103561. Date of Electronic Publication: 2025 Apr 01.

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: Neural Networks, Computer* , Image Processing, Computer-Assisted*/methods , Machine Learning* , Neoplasms*/pathology , Neoplasms*/genetics , Neoplasms*/diagnostic imaging , Image Interpretation, Computer-Assisted*/methods, Humans ; Mutation ; Algorithms ; Multiple-Instance Learning Algorithms