Depth-Sequence Transformer (DST) for Segment-Specific ICA Calcification Mapping on Non-Contrast CT
Fuente:
arXiv
Saved in:
| Main Authors: | Hou, Xiangjian, Akcicek, Ebru Yaman, Wang, Xin, Hashemizadeh, Kazem, Mcnally, Scott, Yuan, Chun, Ma, Xiaodong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
3D Medical Imaging Segmentation on Non-Contrast CT
by: Gang, Canxuan, et al.
Published: (2025)
by: Gang, Canxuan, et al.
Published: (2025)
Revisiting Global Token Mixing in Task-Dependent MRI Restoration: Insights from Minimal Gated CNN Baselines
by: Hou, Xiangjian, et al.
Published: (2026)
by: Hou, Xiangjian, et al.
Published: (2026)
Segment-and-Classify: ROI-Guided Generalizable Contrast Phase Classification in CT Using XGBoost
by: Hou, Benjamin, et al.
Published: (2025)
by: Hou, Benjamin, et al.
Published: (2025)
High Accuracy Pulmonary Vessel Segmentation for Contrast and Non-contrast CT Images and Clinical Evaluation
by: Ming, Ying, et al.
Published: (2025)
by: Ming, Ying, et al.
Published: (2025)
Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review
by: Xun, Siyi, et al.
Published: (2024)
by: Xun, Siyi, et al.
Published: (2024)
Automatic Segmentation of the Kidneys and Cystic Renal Lesions on Non-Contrast CT Using a Convolutional Neural Network
by: Aronson, Lucas, et al.
Published: (2024)
by: Aronson, Lucas, et al.
Published: (2024)
Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation
by: Kwarciak, Kamil, et al.
Published: (2024)
by: Kwarciak, Kamil, et al.
Published: (2024)
Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT
by: Zheng, Jie, et al.
Published: (2024)
by: Zheng, Jie, et al.
Published: (2024)
LiDAR Depth Map Guided Image Compression Model
by: Gnutti, Alessandro, et al.
Published: (2024)
by: Gnutti, Alessandro, et al.
Published: (2024)
Prompted Contextual Transformer for Incomplete-View CT Reconstruction
by: Ma, Chenglong, et al.
Published: (2023)
by: Ma, Chenglong, et al.
Published: (2023)
Non-inferiority of Deep Learning Acute Ischemic Stroke Segmentation on Non-Contrast CT Compared to Expert Neuroradiologists
by: Ostmeier, Sophie, et al.
Published: (2022)
by: Ostmeier, Sophie, et al.
Published: (2022)
CTseg: A Tool for Brain CT Segmentation, Spatial Normalisation, and Volumetrics
by: Brudfors, Mikael
Published: (2026)
by: Brudfors, Mikael
Published: (2026)
ICA-based Resting-State Networks Obtained on Large Autism fMRI Dataset ABIDE
by: Schielen, Sjir J. C., et al.
Published: (2024)
by: Schielen, Sjir J. C., et al.
Published: (2024)
Improved Esophageal Varices Assessment from Non-Contrast CT Scans
by: Li, Chunli, et al.
Published: (2024)
by: Li, Chunli, et al.
Published: (2024)
Masked Autoencoder Pretraining and BiXLSTM ResNet Architecture for PET/CT Tumor Segmentation
by: Mazher, Moona, et al.
Published: (2025)
by: Mazher, Moona, et al.
Published: (2025)
HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT Scans
by: Song, Changwei, et al.
Published: (2024)
by: Song, Changwei, et al.
Published: (2024)
Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation
by: Shen, Yiqing, et al.
Published: (2024)
by: Shen, Yiqing, et al.
Published: (2024)
Autopet Challenge 2023: nnUNet-based whole-body 3D PET-CT Tumour Segmentation
by: Alloula, Anissa, et al.
Published: (2023)
by: Alloula, Anissa, et al.
Published: (2023)
USEANet: Ultrasound-Specific Edge-Aware Multi-Branch Network for Lightweight Medical Image Segmentation
by: Gao, Jingyi, et al.
Published: (2025)
by: Gao, Jingyi, et al.
Published: (2025)
PLUS: Plug-and-Play Enhanced Liver Lesion Diagnosis Model on Non-Contrast CT Scans
by: Hao, Jiacheng, et al.
Published: (2025)
by: Hao, Jiacheng, et al.
Published: (2025)
Generating Synthetic Contrast-Enhanced Chest CT Images from Non-Contrast Scans Using Slice-Consistent Brownian Bridge Diffusion Network
by: Shiri, Pouya, et al.
Published: (2025)
by: Shiri, Pouya, et al.
Published: (2025)
Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III Challenge
by: Wang, Ching-Wei, et al.
Published: (2024)
by: Wang, Ching-Wei, et al.
Published: (2024)
Morphological Reconstruction Improves Microvessel Mapping in Super-Resolution Ultrasound
by: Schoen Jr, Scott, et al.
Published: (2020)
by: Schoen Jr, Scott, et al.
Published: (2020)
MM2CT: MR-to-CT translation for multi-modal image fusion with mamba
by: Gong, Chaohui, et al.
Published: (2025)
by: Gong, Chaohui, et al.
Published: (2025)
Deep Learning Segmentation of Ascites on Abdominal CT Scans for Automatic Volume Quantification
by: Hou, Benjamin, et al.
Published: (2024)
by: Hou, Benjamin, et al.
Published: (2024)
CT-Mamba: A Hybrid Convolutional State Space Model for Low-Dose CT Denoising
by: Li, Linxuan, et al.
Published: (2024)
by: Li, Linxuan, et al.
Published: (2024)
Transforming Heart Chamber Imaging: Self-Supervised Learning for Whole Heart Reconstruction and Segmentation
by: Qayyum, Abdul, et al.
Published: (2024)
by: Qayyum, Abdul, et al.
Published: (2024)
DpDNet: An Dual-Prompt-Driven Network for Universal PET-CT Segmentation
by: Liang, Xinglong, et al.
Published: (2025)
by: Liang, Xinglong, et al.
Published: (2025)
Highly Efficient Non-Separable Transforms for Next Generation Video Coding
by: Said, Amir, et al.
Published: (2025)
by: Said, Amir, et al.
Published: (2025)
ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation
by: Sapkota, Nishchal, et al.
Published: (2024)
by: Sapkota, Nishchal, et al.
Published: (2024)
Waveform-Specific Performance of Deep Learning-Based Super-Resolution for Ultrasound Contrast Imaging
by: Zorgdrager, Rienk, et al.
Published: (2025)
by: Zorgdrager, Rienk, et al.
Published: (2025)
Quantum-Driven Multihead Inland Waterbody Detection With Transformer-Encoded CYGNSS Delay-Doppler Map Data
by: Lin, Chia-Hsiang, et al.
Published: (2025)
by: Lin, Chia-Hsiang, et al.
Published: (2025)
Towards Patient-Specific Surgical Planning for Bicuspid Aortic Valve Repair: Fully Automated Segmentation of the Aortic Valve in 4D CT
by: Guo, Zaiyang, et al.
Published: (2025)
by: Guo, Zaiyang, et al.
Published: (2025)
Interactive Segmentation and Report Generation for CT Images
by: Gu, Yannian, et al.
Published: (2025)
by: Gu, Yannian, et al.
Published: (2025)
Finding Reproducible and Prognostic Radiomic Features in Variable Slice Thickness Contrast Enhanced CT of Colorectal Liver Metastases
by: Peoples, Jacob J., et al.
Published: (2025)
by: Peoples, Jacob J., et al.
Published: (2025)
Entropy Coding for Non-Rectangular Transform Blocks using Partitioned DCT Dictionaries for AV1
by: Das, Priyanka, et al.
Published: (2025)
by: Das, Priyanka, et al.
Published: (2025)
FEFormer: Frequency-enhanced Vision Transformer for Generic Knowledge Extraction and Adaptive Feature Fusion in Volumetric Medical Image Segmentation
by: Yang, Jin, et al.
Published: (2026)
by: Yang, Jin, et al.
Published: (2026)
TransLK-Net: Entangling Transformer and Large Kernel for Progressive and Collaborative Feature Encoding and Decoding in Medical Image Segmentation
by: Yang, Jin, et al.
Published: (2025)
by: Yang, Jin, et al.
Published: (2025)
Cross-Phase Mutual Learning Framework for Pulmonary Embolism Identification on Non-Contrast CT Scans
by: Bai, Bizhe, et al.
Published: (2024)
by: Bai, Bizhe, et al.
Published: (2024)
Learning Task-Specific Sampling Strategy for Sparse-View CT Reconstruction
by: Yang, Liutao, et al.
Published: (2024)
by: Yang, Liutao, et al.
Published: (2024)
Similar Items
-
3D Medical Imaging Segmentation on Non-Contrast CT
by: Gang, Canxuan, et al.
Published: (2025) -
Revisiting Global Token Mixing in Task-Dependent MRI Restoration: Insights from Minimal Gated CNN Baselines
by: Hou, Xiangjian, et al.
Published: (2026) -
Segment-and-Classify: ROI-Guided Generalizable Contrast Phase Classification in CT Using XGBoost
by: Hou, Benjamin, et al.
Published: (2025) -
High Accuracy Pulmonary Vessel Segmentation for Contrast and Non-contrast CT Images and Clinical Evaluation
by: Ming, Ying, et al.
Published: (2025) -
Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review
by: Xun, Siyi, et al.
Published: (2024)