Methods
Published on 28 Jul 2020
Weakly Supervised Learning of 3D Deep Network for Neuron Reconstruction
Frontiers in Neuroanatomy
doi 10.3389/fnana.2020.00038
- 10,349 views
- 36 citations
13 articles related to "Weakly Supervised Learning"
Articles
Original Research
Published on 11 Dec 2024
Weakly supervised learning in thymoma histopathology classification: an interpretable approach
in Pathology
Frontiers in Medicine
doi 10.3389/fmed.2024.1501875
- 2,524 views
- 4 citations
Original Research
Published on 02 Aug 2021
Weakly Supervised Learning for Categorization of Medical Inquiries for Customer Service Effectiveness
in Emerging Technologies and Transformative Paradigms in Research
Frontiers in Research Metrics and Analytics
doi 10.3389/frma.2021.683400
- 9,471 views
- 7 citations
Original Research
Published on 08 May 2023
Classification and localization of maize leaf spot disease based on weakly supervised learning
in Sustainable and Intelligent Phytoprotection
Frontiers in Plant Science
doi 10.3389/fpls.2023.1128399
- 4,821 views
- 18 citations
Original Research
Published on 19 Jan 2023
Weakly supervised learning analysis of Aβ plaque distribution in the whole rat brain
in Brain Imaging Methods
Frontiers in Neuroscience
doi 10.3389/fnins.2022.1097019
- 3,110 views
- 1 citation
Methods
Published on 26 May 2023
An iterative labeling method for annotating marine life imagery
in Ocean Observation
Frontiers in Marine Science
doi 10.3389/fmars.2023.1094190
- 3,992 views
- 8 citations
Original Research
Published on 04 Apr 2023
3D segmentation of plant root systems using spatial pyramid pooling and locally adaptive field-of-view inference
in Technical Advances in Plant Science
Frontiers in Plant Science
doi 10.3389/fpls.2023.1120189
- 4,584 views
- 6 citations
Original Research
Published on 14 Apr 2022
Breast Cancer Molecular Subtype Prediction on Pathological Images with Discriminative Patch Selection and Multi-Instance Learning
in Breast Cancer
Frontiers in Oncology
doi 10.3389/fonc.2022.858453
- 8,088 views
- 26 citations
Original Research
Published on 02 May 2024
Toward explainable AI in radiology: Ensemble-CAM for effective thoracic disease localization in chest X-ray images using weak supervised learning
in Medicine and Public Health
Frontiers in Big Data
doi 10.3389/fdata.2024.1366415
- 5,045 views
- 7 citations
Original Research
Published on 03 Mar 2025
Predicting the risk of relapsed or refractory in patients with diffuse large B-cell lymphoma via deep learning
in Cancer Imaging and Image-directed Interventions
Frontiers in Oncology
doi 10.3389/fonc.2025.1480645
- 2,328 views
Original Research
Published on 20 Sep 2024
Whole slide image-based weakly supervised deep learning for predicting major pathological response in non-small cell lung cancer following neoadjuvant chemoimmunotherapy: a multicenter, retrospective, cohort study
in Cancer Immunity and Immunotherapy
Frontiers in Immunology
doi 10.3389/fimmu.2024.1453232
- 7,510 views
- 10 citations
Original Research
Published on 06 Jun 2025
A pathology-attention multi-instance learning framework for multimodal classification of colorectal lesions
in Gastrointestinal and Hepatic Pharmacology
Frontiers in Pharmacology
doi 10.3389/fphar.2025.1592950
- 3,121 views
- 2 citations
Original Research
Published on 03 Sep 2025
Enhanced prediction of gene mutation and risk stratification in non-small-cell lung cancer through dual-pathway fusion of radiomics and pathomics
in Thoracic Oncology
Frontiers in Oncology
doi 10.3389/fonc.2025.1646851
- 2,418 views