Research graph
References from Malignancy-Aware Dual-Task Heatmap Decoupling for thyroid ultrasound nodule detection and classification. Local targets link to admitted publications; unresolved targets remain external evidence.
Global cancer statistics 2022: Globocan estimates of incidence and mortality worldwide for 36 cancers in 185 countries
10.3322/caac.21834 · 2024 · External reference
Contemporary thyroid nodule evaluation and management
10.1210/clinem/dgaa322 · 2020 · External reference
Acr thyroid imaging, reporting and data system (ti-rads): White paper of the acr ti-rads committee
10.1016/j.jacr.2017.01.046 · 2017 · External reference
Artificial intelligence in thyroid ultrasound
10.3389/fonc.2023.1060702 · 2023 · External reference
Building radiomics models based on acr ti-rads combining clinical features for discriminating benign and Malignant thyroid nodules
10.3389/fendo.2025.1486920 · 2025 · External reference
Artificial intelligence for thyroid ultrasound: Clinical performance, pitfalls, and practice integration
10.18525/cu.2025.10.2.59 · 2025 · External reference
Faster R-CNN: towards real-time object detection with region proposal networks
10.1109/tpami.2016.2577031 · 2017 · External reference
You only look once: Unified, real-time object detection
10.1109/cvpr.2016.91 · 2016 · External reference
Objects as points
10.48550/arxiv.1904.07850 · 2019 · External reference
Ecc-polypdet: Enhanced centernet with contrastive learning for automatic polyp detection
10.1109/jbhi.2023.3334240 · 2023 · External reference
Lgf-net: A multi-scale feature fusion network for thyroid nodule ultrasound image classification
10.1002/acm2.70149 · 2025 · External reference
Yolox: Exceeding yolo series in 2021
10.48550/arxiv.2107.08430 · 2021 · External reference
Fcos: Fully convolutional one-stage object detection
10.1109/iccv.2019.00972 · 2019 · External reference
Rethinking classification and localization for object detection
10.1109/cvpr42600.2020.01020 · 2020 · External reference
Tn5000: An ultrasound image dataset for thyroid nodule detection and classification
10.1038/s41597-025-05757-4 · 2025 · External reference
Active contours guided by echogenicity and texture for delineation of thyroid nodules in ultrasound images
10.1109/titb.2008.2007192 · 2009 · External reference
Thyroid lesion classification in 242 patient population using gabor transform features from high resolution ultrasound images
10.1016/j.knosys.2016.06.010 · 2016 · External reference
Cascade convolutional neural networks for automatic detection of thyroid nodules in ultrasound images
10.1002/mp.12134 · 2017 · External reference
Improving diagnostic precision in thyroid nodule segmentation from ultrasound images with a self-attention mechanism-based swin u-net model
10.3389/fonc.2025.1456563 · 2025 · External reference
Cascade unet and ch-unet for thyroid nodule segmentation and benign and Malignant classification
2020 · External reference
Thyroid nodule classification in ultrasound imaging using deep transfer learning
10.1186/s12885-025-13917-3 · 2025 · External reference
Multitask network for thyroid nodule diagnosis based on ti-rads
10.1002/mp.15724 · 2022 · External reference
Semi-supervised graph convolutional networks for the domain adaptive recognition of thyroid nodules in cross-device ultrasound images
10.1002/mp.16384 · 2023 · External reference
Cornernet: Detecting objects as paired keypoints
10.1007/978-3-030-01264-9_45 · 2018 · External reference
Probabilistic two-stage detection
10.48550/arxiv.2103.07461 · 2021 · External reference
Generalized focal loss: Learning qualified and distributed bounding boxes for dense object detection
2020 · External reference
Bridging the gap between anchor-based and anchor-free detection via adaptive training sample selection
10.1109/cvpr42600.2020.00978 · 2020 · External reference
End-to-end object detection with transformers
10.1007/978-3-030-58452-8_13 · 2020 · External reference
Towards accurate pulmonary nodule detection by representing nodules as points with high-resolution network
10.1109/access.2020.3019104 · 2020 · External reference
Scpm-net: An anchor-free 3d lung nodule detection network using sphere representation and center points matching
10.1016/j.media.2021.102287 · 2022 · External reference
Multi-task learning for dense prediction tasks: A survey
10.1109/tpami.2021.3054719 · 2021 · External reference
Multi-task learning using uncertainty to weigh losses for scene geometry and semantics
2018 · External reference
Gradnorm: Gradient normalization for adaptive loss balancing in deep multitask networks
2018 · External reference
Which tasks should be learned together in multi-task learning
2020 · External reference
Probabilistic anchor assignment with iou prediction for object detection
10.1007/978-3-030-58595-2_22 · 2020 · External reference
Ota: Optimal transport assignment for object detection
10.1109/cvpr46437.2021.00037 · 2021 · External reference
Mutual information neural estimation
2018 · External reference
A simple framework for contrastive learning of visual representations
2020 · External reference
Disentangled representation learning in cardiac image analysis
10.1016/j.media.2019.101535 · 2019 · External reference
Club: A contrastive log-ratio upper bound of mutual information
2020 · External reference
Early lung cancer detection with a fusion of inception v3and vision transformers: A binary classification study
10.1109/ic-ftai62324.2024.10950031 · 2024 · External reference
Benchmarking pre-trained cnns and vision transformers for mpox-related dermatological image classification on msld v2.0
10.1016/j.rineng.2025.108071 · 2025 · External reference
Early predictive modeling of uterine adhesions severity: A comparative study of ann and anfis techniques
10.1007/s11227-025-08145-2 · 2026 · External reference
Revisiting the sibling head in object detector
10.1109/cvpr42600.2020.01158 · 2020 · External reference
Diagnostic value of sonographic features in distinguishing Malignant partially cystic thyroid nodules: A systematic review and meta-analysis
10.3389/fendo.2021.624409 · 2021 · External reference
Thyroid nodules: Need for a universal risk stratification system
10.3389/fendo.2023.1209631 · 2023 · External reference
Deep residual learning for image recognition
10.1109/cvpr.2016.90 · 2016 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
External reference
Focal loss for dense object detection
10.1109/iccv.2017.324 · 2017 · External reference
Multi-task learning for thyroid nodule segmentation with thyroid region prior
10.1109/isbi48211.2021.9434087 · 2021 · External reference
Less is more: Adaptive curriculum learning for thyroid nodule diagnosis
10.1007/978-3-031-16440-8_24 · 2022 · External reference
