Performance benchmarking of deep learning models for real‐time median nerve segmentation and cross‐sectional area measurement in ultrasound imaging
Fuente:
Wiley Open Access
Enregistré dans:
| Auteurs principaux: | Vaddadi Venkatesh, Lokesh Bathala, Raji Susan Mathew, Phaneendra K. Yalavarthy |
|---|---|
| Format: | Artículo Open Access |
| Publié: |
Wiley
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Greybox: A hybrid algorithm for direct estimation of tracer kinetic parameters from undersampled DCE‐MRI data
par: Aditya Rastogi, et autres
Publié: (2024)
par: Aditya Rastogi, et autres
Publié: (2024)
DF‐QSM: Data Fidelity based Hybrid Approach for Improved Quantitative Susceptibility Mapping of the Brain
par: Naveen Paluru, et autres
Publié: (2024)
par: Naveen Paluru, et autres
Publié: (2024)
Robust real‐time segmentation of bio‐morphological features in human cherenkov imaging during radiotherapy via deep learning
par: Shiru Wang, et autres
Publié: (2025)
par: Shiru Wang, et autres
Publié: (2025)
Synthetic ultrasound images to benchmark echocardiography-based biomechanics
par: Mukherjee, Tanmay, et autres
Publié: (2024)
par: Mukherjee, Tanmay, et autres
Publié: (2024)
Prototype bank‐driven test‐time adaptation for medical ultrasound image segmentation
par: Wenhan Wang, et autres
Publié: (2026)
par: Wenhan Wang, et autres
Publié: (2026)
Dual branch segment anything model‐transformer fusion network for accurate breast ultrasound image segmentation
par: Yu Li, et autres
Publié: (2025)
par: Yu Li, et autres
Publié: (2025)
Self‐supervised learning improves robustness of deep learning lung tumor segmentation models to CT imaging differences
par: Jue Jiang, et autres
Publié: (2024)
par: Jue Jiang, et autres
Publié: (2024)
A novel cross‐modal data augmentation method based on contrastive unpaired translation network for kidney segmentation in ultrasound imaging
par: Shuaizi Guo, et autres
Publié: (2025)
par: Shuaizi Guo, et autres
Publié: (2025)
An attention mechanism‐based lightweight UNet for musculoskeletal ultrasound image segmentation
par: Yan Zhang, et autres
Publié: (2024)
par: Yan Zhang, et autres
Publié: (2024)
Topology‐preserving segmentation of abdominal muscle layers from ultrasound images
par: Feiyang Liao, et autres
Publié: (2024)
par: Feiyang Liao, et autres
Publié: (2024)
Hybrid receptive field U‐Net for lesion segmentation in breast ultrasound images
par: Zhengbo Xue, et autres
Publié: (2026)
par: Zhengbo Xue, et autres
Publié: (2026)
Multilevel perception boundary‐guided network for breast lesion segmentation in ultrasound images
par: Xing Yang, et autres
Publié: (2025)
par: Xing Yang, et autres
Publié: (2025)
A deep-learning model for one-shot transcranial ultrasound simulation and phase aberration correction
par: Naftchi-Ardebili, Kasra, et autres
Publié: (2024)
par: Naftchi-Ardebili, Kasra, et autres
Publié: (2024)
A deep‐learning model for one‐shot transcranial ultrasound simulation and phase aberration correction
par: Kasra Naftchi‐Ardebili, et autres
Publié: (2025)
par: Kasra Naftchi‐Ardebili, et autres
Publié: (2025)
Demographic‐aware deep learning for multi‐organ segmentation: Mitigating gender and age biases in CT images
par: Junqiang Ma, et autres
Publié: (2026)
par: Junqiang Ma, et autres
Publié: (2026)
Enhanced multi‐scale selective attention U‐net for breast ultrasound image segmentation
par: Peng Wang, et autres
Publié: (2025)
par: Peng Wang, et autres
Publié: (2025)
Automatic calculation method for stenosis ratio based on dialysis access ultrasound image segmentation
par: Fengxin Shi, et autres
Publié: (2024)
par: Fengxin Shi, et autres
Publié: (2024)
A review of deep learning approaches for multimodal image segmentation of liver cancer
par: Chaopeng Wu, et autres
Publié: (2024)
par: Chaopeng Wu, et autres
Publié: (2024)
Impact of deep learning model uncertainty on manual corrections to auto-segmentation in prostate cancer radiotherapy
par: Rogowski, Viktor, et autres
Publié: (2025)
par: Rogowski, Viktor, et autres
Publié: (2025)
Deep learning model for coronary artery segmentation and quantitative stenosis detection in angiographic images
par: Baixiang Huang, et autres
Publié: (2025)
par: Baixiang Huang, et autres
Publié: (2025)
Inference‐specific learning for improved medical image segmentation
par: Yizheng Chen, et autres
Publié: (2025)
par: Yizheng Chen, et autres
Publié: (2025)
Semi‐supervised learning framework with shape encoding for neonatal ventricular segmentation from 3D ultrasound
par: Zachary Szentimrey, et autres
Publié: (2024)
par: Zachary Szentimrey, et autres
Publié: (2024)
Deep learning in image segmentation for cancer
par: Robba Rai
Publié: (2024)
par: Robba Rai
Publié: (2024)
Vision mamba augmented segment anything model for medical image segmentation
par: Zimao Li, et autres
Publié: (2026)
par: Zimao Li, et autres
Publié: (2026)
Uncertainty‐guided cross‐level fusion network for retinal OCT image segmentation
par: Jiaxin Wang, et autres
Publié: (2025)
par: Jiaxin Wang, et autres
Publié: (2025)
Geometrically focused training and evaluation of organs‐at‐risk segmentation via deep learning
par: Ruiyan Ni, et autres
Publié: (2025)
par: Ruiyan Ni, et autres
Publié: (2025)
Uncertainty‐guided test‐time optimization for personalizing segmentation models in longitudinal medical imaging
par: Jaehee Chun, et autres
Publié: (2025)
par: Jaehee Chun, et autres
Publié: (2025)
A preliminary study of a hybrid transformer with enhanced local feature fusion for nuchal translucency ultrasound image segmentation
par: Shuang Wang, et autres
Publié: (2026)
par: Shuang Wang, et autres
Publié: (2026)
Diffusion semantic segmentation model: A generative model for medical image segmentation based on joint distribution
par: Tiange Liu, et autres
Publié: (2025)
par: Tiange Liu, et autres
Publié: (2025)
Report on the AAPM grand challenge on deep generative modeling for learning medical image statistics
par: Rucha Deshpande, et autres
Publié: (2024)
par: Rucha Deshpande, et autres
Publié: (2024)
Lightweight deep training network for lymph nodes segmentation from head and neck CT images
par: Fan Lu, et autres
Publié: (2025)
par: Fan Lu, et autres
Publié: (2025)
Towards real‐time conformal palliative treatment of spine metastases: A deep learning approach for Hounsfield Unit recovery of cone beam CT images
par: Mehan Haidari, et autres
Publié: (2025)
par: Mehan Haidari, et autres
Publié: (2025)
Multi‐scale contextual learning for medical image segmentation via dual distillation
par: Ruize Cui, et autres
Publié: (2024)
par: Ruize Cui, et autres
Publié: (2024)
Semi‐supervised medical image segmentation based on dual swap data mixing and cross EMA strategies
par: Licheng Zheng, et autres
Publié: (2025)
par: Licheng Zheng, et autres
Publié: (2025)
Robust synchrotron-based deep learning algorithm for intracochlear segmentation in clinical scans: development and international validation
par: Micuda, Ashley, et autres
Publié: (2026)
par: Micuda, Ashley, et autres
Publié: (2026)
Unsupervised shape‐and‐texture‐based generative adversarial tuning of pre‐trained networks for carotid segmentation from 3D ultrasound images
par: Zhaozheng Chen, et autres
Publié: (2024)
par: Zhaozheng Chen, et autres
Publié: (2024)
Accelerating vision foundation model for efficient medical image segmentation
par: Xian‐Tao Wu, et autres
Publié: (2025)
par: Xian‐Tao Wu, et autres
Publié: (2025)
A segment anything model‐guided and match‐based semi‐supervised segmentation framework for medical imaging
par: Guoping Xu, et autres
Publié: (2025)
par: Guoping Xu, et autres
Publié: (2025)
Deep learning models for separate segmentations of intracerebral and intraventricular hemorrhage on head CT and segmentation quality assessment
par: Yifan Li, et autres
Publié: (2024)
par: Yifan Li, et autres
Publié: (2024)
Joint image reconstruction and segmentation of real-time cardiac MRI in free-breathing using a model based on disentangled representation learning
par: Wech, Tobias, et autres
Publié: (2024)
par: Wech, Tobias, et autres
Publié: (2024)
Documents similaires
-
Greybox: A hybrid algorithm for direct estimation of tracer kinetic parameters from undersampled DCE‐MRI data
par: Aditya Rastogi, et autres
Publié: (2024) -
DF‐QSM: Data Fidelity based Hybrid Approach for Improved Quantitative Susceptibility Mapping of the Brain
par: Naveen Paluru, et autres
Publié: (2024) -
Robust real‐time segmentation of bio‐morphological features in human cherenkov imaging during radiotherapy via deep learning
par: Shiru Wang, et autres
Publié: (2025) -
Synthetic ultrasound images to benchmark echocardiography-based biomechanics
par: Mukherjee, Tanmay, et autres
Publié: (2024) -
Prototype bank‐driven test‐time adaptation for medical ultrasound image segmentation
par: Wenhan Wang, et autres
Publié: (2026)