A Deep Learning Framework for Thyroid Nodule Segmentation and Malignancy Classification from Ultrasound Images
Fuente:
arXiv
Saved in:
| Main Authors: | Abdelrazik, Omar, Elsayed, Mohamed, Wahab, Noorul, Rajpoot, Nasir, Shephard, Adam |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Synergy vs. Noise: Performance-Guided Multimodal Fusion For Biochemical Recurrence-Free Survival in Prostate Cancer
by: Chang, Seth Alain, et al.
Published: (2025)
by: Chang, Seth Alain, et al.
Published: (2025)
Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration
by: Li, Xuewei, et al.
Published: (2023)
by: Li, Xuewei, et al.
Published: (2023)
Lightweight Residual Network for The Classification of Thyroid Nodules
by: Nikhila, Ponugoti, et al.
Published: (2019)
by: Nikhila, Ponugoti, et al.
Published: (2019)
Synthesis of Annotated Colorectal Cancer Tissue Images from Gland Layout
by: Deshpande, Srijay, et al.
Published: (2023)
by: Deshpande, Srijay, et al.
Published: (2023)
Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images
by: Raza, Manahil, et al.
Published: (2023)
by: Raza, Manahil, et al.
Published: (2023)
Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound Image
by: Chi, Jianning, et al.
Published: (2024)
by: Chi, Jianning, et al.
Published: (2024)
AResNet-ViT: A Hybrid CNN-Transformer Network for Benign and Malignant Breast Nodule Classification in Ultrasound Images
by: Zhao, Xin, et al.
Published: (2024)
by: Zhao, Xin, et al.
Published: (2024)
On generalisability of segment anything model for nuclear instance segmentation in histology images
by: Xu, Kesi, et al.
Published: (2024)
by: Xu, Kesi, et al.
Published: (2024)
A Novel Approach to Linking Histology Images with DNA Methylation
by: Raza, Manahil, et al.
Published: (2025)
by: Raza, Manahil, et al.
Published: (2025)
Biologically Inspired Deep Learning Approaches for Fetal Ultrasound Image Classification
by: Prochii, Rinat, et al.
Published: (2025)
by: Prochii, Rinat, et al.
Published: (2025)
From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review
by: Elhaminia, Behnaz, et al.
Published: (2025)
by: Elhaminia, Behnaz, et al.
Published: (2025)
Vascular Segmentation of Functional Ultrasound Images using Deep Learning
by: Sebia, Hana, et al.
Published: (2024)
by: Sebia, Hana, et al.
Published: (2024)
Cell Maps Representation For Lung Adenocarcinoma Growth Patterns Classification In Whole Slide Images
by: Al-Rubaian, Arwa, et al.
Published: (2023)
by: Al-Rubaian, Arwa, et al.
Published: (2023)
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset
by: Elmanna, Mohamed, et al.
Published: (2024)
by: Elmanna, Mohamed, et al.
Published: (2024)
MPath: Multimodal Pathology Report Generation from Whole Slide Images
by: Wahab, Noorul, et al.
Published: (2025)
by: Wahab, Noorul, et al.
Published: (2025)
Diagnostic Impact of Cine Clips for Thyroid Nodule Assessment on Ultrasound
by: Yang, Jichen, et al.
Published: (2026)
by: Yang, Jichen, et al.
Published: (2026)
CellOMaps: A Compact Representation for Robust Classification of Lung Adenocarcinoma Growth Patterns
by: Al-Rubaian, Arwa, et al.
Published: (2025)
by: Al-Rubaian, Arwa, et al.
Published: (2025)
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images
by: Jewsbury, Robert, et al.
Published: (2024)
by: Jewsbury, Robert, et al.
Published: (2024)
Intelligent Diagnosis Using Dual-Branch Attention Network for Rare Thyroid Carcinoma Recognition with Ultrasound Imaging
by: Li, Peiqi, et al.
Published: (2025)
by: Li, Peiqi, et al.
Published: (2025)
Revisiting Data Augmentation for Ultrasound Images
by: Tupper, Adam, et al.
Published: (2025)
by: Tupper, Adam, et al.
Published: (2025)
STACT-Time: Spatio-Temporal Cross Attention for Cine Thyroid Ultrasound Time Series Classification
by: Adam, Irsyad, et al.
Published: (2025)
by: Adam, Irsyad, et al.
Published: (2025)
LMLCC-Net: A Semi-Supervised Deep Learning Model for Lung Nodule Malignancy Prediction from CT Scans using a Novel Hounsfield Unit-Based Intensity Filtering
by: Mamun, Tasnia Binte, et al.
Published: (2025)
by: Mamun, Tasnia Binte, et al.
Published: (2025)
Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound Images
by: Tu, Zhengzheng, et al.
Published: (2024)
by: Tu, Zhengzheng, et al.
Published: (2024)
Lung Nodule-SSM: Self-Supervised Lung Nodule Detection and Classification in Thoracic CT Images
by: Noreen, Muniba, et al.
Published: (2025)
by: Noreen, Muniba, et al.
Published: (2025)
Deep Learning-Based Channel Squeeze U-Structure for Lung Nodule Detection and Segmentation
by: Sui, Mingxiu, et al.
Published: (2024)
by: Sui, Mingxiu, et al.
Published: (2024)
Self-supervised Deep Learning for Denoising in Ultrasound Microvascular Imaging
by: Huang, Lijie, et al.
Published: (2025)
by: Huang, Lijie, et al.
Published: (2025)
Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound Images
by: Tupper, Adam, et al.
Published: (2024)
by: Tupper, Adam, et al.
Published: (2024)
Deep Learning Enabled Segmentation, Classification and Risk Assessment of Cervical Cancer
by: Shaik, Abdul Samad, et al.
Published: (2025)
by: Shaik, Abdul Samad, et al.
Published: (2025)
Deep Learning for In-Orbit Cloud Segmentation and Classification in Hyperspectral Satellite Data
by: Kovac, Daniel, et al.
Published: (2024)
by: Kovac, Daniel, et al.
Published: (2024)
Using Few-Shot Learning to Classify Primary Lung Cancer and Other Malignancy with Lung Metastasis in Cytological Imaging via Endobronchial Ultrasound Procedures
by: Lin, Ching-Kai, et al.
Published: (2024)
by: Lin, Ching-Kai, et al.
Published: (2024)
Advanced Lung Nodule Segmentation and Classification for Early Detection of Lung Cancer using SAM and Transfer Learning
by: V, Asha, et al.
Published: (2024)
by: V, Asha, et al.
Published: (2024)
Uncertainty Modeling in Ultrasound Image Segmentation for Precise Fetal Biometric Measurements
by: Lei, Shuge
Published: (2024)
by: Lei, Shuge
Published: (2024)
SAS: Segment Anything Small for Ultrasound -- A Non-Generative Data Augmentation Technique for Robust Deep Learning in Ultrasound Imaging
by: Ferreira, Danielle L., et al.
Published: (2025)
by: Ferreira, Danielle L., et al.
Published: (2025)
Pre-trained Under Noise: A Framework for Robust Bone Fracture Detection in Medical Imaging
by: Hoover, Robby, et al.
Published: (2025)
by: Hoover, Robby, et al.
Published: (2025)
Semi-supervised Cervical Segmentation on Ultrasound by A Dual Framework for Neural Networks
by: Wang, Fangyijie, et al.
Published: (2025)
by: Wang, Fangyijie, et al.
Published: (2025)
Entropy-Guided Agreement-Diversity: A Semi-Supervised Active Learning Framework for Fetal Head Segmentation in Ultrasound
by: Wang, Fangyijie, et al.
Published: (2026)
by: Wang, Fangyijie, et al.
Published: (2026)
Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation
by: Li, Ruiyi, et al.
Published: (2025)
by: Li, Ruiyi, et al.
Published: (2025)
CP-UNet: Contour-based Probabilistic Model for Medical Ultrasound Images Segmentation
by: Yu, Ruiguo, et al.
Published: (2024)
by: Yu, Ruiguo, et al.
Published: (2024)
Force Sensing Guided Artery-Vein Segmentation via Sequential Ultrasound Images
by: Geng, Yimeng, et al.
Published: (2024)
by: Geng, Yimeng, et al.
Published: (2024)
EUIS-Net: A Convolutional Neural Network for Efficient Ultrasound Image Segmentation
by: Iqbal, Shahzaib, et al.
Published: (2024)
by: Iqbal, Shahzaib, et al.
Published: (2024)
Similar Items
-
Synergy vs. Noise: Performance-Guided Multimodal Fusion For Biochemical Recurrence-Free Survival in Prostate Cancer
by: Chang, Seth Alain, et al.
Published: (2025) -
Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration
by: Li, Xuewei, et al.
Published: (2023) -
Lightweight Residual Network for The Classification of Thyroid Nodules
by: Nikhila, Ponugoti, et al.
Published: (2019) -
Synthesis of Annotated Colorectal Cancer Tissue Images from Gland Layout
by: Deshpande, Srijay, et al.
Published: (2023) -
Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images
by: Raza, Manahil, et al.
Published: (2023)