Original Research
Published on 30 May 2025
Optimal Res-UNET architecture with deep supervision for tumor segmentation
in Pathology
Frontiers in Medicine
doi 10.3389/fmed.2025.1593016
- 4,389 views
- 8 citations
20 articles related to "Deep Supervision"
Articles
Original Research
Published on 28 Aug 2020
Improving CT Image Tumor Segmentation Through Deep Supervision and Attentional Gates
in Smart Sensor Networks and Autonomy
Frontiers in Robotics and AI
doi 10.3389/frobt.2020.00106
- 20,428 views
- 55 citations
Original Research
Published on 22 Mar 2022
Cross-Attention and Deep Supervision UNet for Lesion Segmentation of Chronic Stroke
in Brain Imaging Methods
Frontiers in Neuroscience
doi 10.3389/fnins.2022.836412
- 7,039 views
- 21 citations
Original Research
Published on 13 Mar 2025
3D segmentation of uterine fibroids based on deep supervision and an attention gate
in Cancer Imaging and Image-directed Interventions
Frontiers in Oncology
doi 10.3389/fonc.2025.1522399
- 2,214 views
- 6 citations
Original Research
Published on 03 Oct 2024
A fundus vessel segmentation method based on double skip connections combined with deep supervision
in Molecular and Cellular Pathology
Frontiers in Cell and Developmental Biology
doi 10.3389/fcell.2024.1477819
- 2,654 views
- 1 citation
Methods
Published on 17 Sep 2021
Multi-Task Deep Supervision on Attention R2U-Net for Brain Tumor Segmentation
in Cancer Imaging and Image-directed Interventions
Frontiers in Oncology
doi 10.3389/fonc.2021.704850
- 5,733 views
- 29 citations
Original Research
Published on 25 Sep 2020
BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease
in Medicine and Public Health
Frontiers in Artificial Intelligence
doi 10.3389/frai.2020.552258
- 25,899 views
- 106 citations
Original Research
Published on 30 Nov 2022
A transformer-based generative adversarial network for brain tumor segmentation
in Brain Imaging Methods
Frontiers in Neuroscience
doi 10.3389/fnins.2022.1054948
- 7,794 views
- 49 citations
Original Research
Published on 03 Feb 2026
Multi-task learning for predicting pulmonary nodule growth and follow-up volume
in Cancer Imaging and Image-directed Interventions
Frontiers in Oncology
doi 10.3389/fonc.2026.1677521
- 762 views
Original Research
Published on 15 Apr 2025
Automatic pelvic fracture segmentation: a deep learning approach and benchmark dataset
in Precision Medicine
Frontiers in Medicine
doi 10.3389/fmed.2025.1511487
- 4,438 views
- 7 citations
Original Research
Published on 16 May 2024
PRT-Net: a progressive refinement transformer for dose prediction to guide ovarian transposition
in Radiation Oncology
Frontiers in Oncology
doi 10.3389/fonc.2024.1372424
- 2,615 views
- 4 citations
Original Research
Published on 10 Dec 2021
Retinal Vessel Segmentation Algorithm Based on Residual Convolution Neural Network
in Bionics and Biomimetics
Frontiers in Bioengineering and Biotechnology
doi 10.3389/fbioe.2021.786425
- 7,238 views
- 18 citations
Original Research
Published on 26 Oct 2022
New multiple sclerosis lesion segmentation and detection using pre-activation U-Net
in Brain Imaging Methods
Frontiers in Neuroscience
doi 10.3389/fnins.2022.975862
- 6,746 views
- 23 citations
Original Research
Published on 21 Nov 2023
MFA-UNet: a vessel segmentation method based on multi-scale feature fusion and attention module
in Visual Neuroscience
Frontiers in Neuroscience
doi 10.3389/fnins.2023.1249331
- 5,705 views
- 11 citations
Original Research
Published on 13 Apr 2026
RTS-Net: thyroid nodule segmentation network integrating dual-path attention and graph convolution
in Medical Imaging and Nuclear Medicine
Frontiers in Medicine
doi 10.3389/fmed.2026.1785796
- 272 views
Original Research
Published on 19 May 2021
Accurate Tumor Segmentation via Octave Convolution Neural Network
in Translational Medicine
Frontiers in Medicine
doi 10.3389/fmed.2021.653913
- 4,654 views
- 20 citations