X-ray2CTPA: Leveraging Diffusion Models to Enhance Pulmonary Embolism Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Cahan, Noa, Klang, Eyal, Aviram, Galit, Barash, Yiftach, Konen, Eli, Giryes, Raja, Greenspan, Hayit |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Using Unsupervised Domain Adaptation Semantic Segmentation for Pulmonary Embolism Detection in Computed Tomography Pulmonary Angiogram (CTPA) Images
by: Lin, Wen-Liang, et al.
Published: (2026)
by: Lin, Wen-Liang, et al.
Published: (2026)
Diffusion Models are Robust Pretrainers
by: Yagoda, Mika, et al.
Published: (2025)
by: Yagoda, Mika, et al.
Published: (2025)
Guided Lensless Polarization Imaging
by: Kraicer, Noa, et al.
Published: (2026)
by: Kraicer, Noa, et al.
Published: (2026)
Deep Phase Coded Image Prior
by: Shabtay, Nimrod, et al.
Published: (2024)
by: Shabtay, Nimrod, et al.
Published: (2024)
DiffuSAM: Diffusion-Based Prompt-Free SAM2 for Few-Shot and Source-Free Medical Image Segmentation
by: Grossman, Tal, et al.
Published: (2026)
by: Grossman, Tal, et al.
Published: (2026)
DifuzCam: Replacing Camera Lens with a Mask and a Diffusion Model
by: Yosef, Erez, et al.
Published: (2024)
by: Yosef, Erez, et al.
Published: (2024)
UDPM: Upsampling Diffusion Probabilistic Models
by: Abu-Hussein, Shady, et al.
Published: (2023)
by: Abu-Hussein, Shady, et al.
Published: (2023)
ADIR: Adaptive Diffusion for Image Reconstruction
by: Abu-Hussein, Shady, et al.
Published: (2022)
by: Abu-Hussein, Shady, et al.
Published: (2022)
Tell Me What You See: Text-Guided Real-World Image Denoising
by: Yosef, Erez, et al.
Published: (2023)
by: Yosef, Erez, et al.
Published: (2023)
Automated triage of COVID-19 from various lung abnormalities using chest CT features
by: Amran, Dor, et al.
Published: (2020)
by: Amran, Dor, et al.
Published: (2020)
A Lensless Polarization Camera
by: Kraicer, Noa, et al.
Published: (2026)
by: Kraicer, Noa, et al.
Published: (2026)
DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation
by: Ayzenberg, Lev, et al.
Published: (2024)
by: Ayzenberg, Lev, et al.
Published: (2024)
ProtoSAM: One-Shot Medical Image Segmentation With Foundational Models
by: Ayzenberg, Lev, et al.
Published: (2024)
by: Ayzenberg, Lev, et al.
Published: (2024)
Denoiser-based projections for 2-D super-resolution multi-reference alignment
by: Shani, Jonathan, et al.
Published: (2022)
by: Shani, Jonathan, et al.
Published: (2022)
Image-Adaptive GAN based Reconstruction
by: Hussein, Shady Abu, et al.
Published: (2019)
by: Hussein, Shady Abu, et al.
Published: (2019)
Mortality Prediction of Pulmonary Embolism Patients with Deep Learning and XGBoost
by: Tur, Yalcin, et al.
Published: (2024)
by: Tur, Yalcin, et al.
Published: (2024)
PE-MVCNet: Multi-view and Cross-modal Fusion Network for Pulmonary Embolism Prediction
by: Guo, Zhaoxin, et al.
Published: (2024)
by: Guo, Zhaoxin, et al.
Published: (2024)
Clinically-aligned Multi-modal Chest X-ray Classification
by: Sloan, Phillip, et al.
Published: (2025)
by: Sloan, Phillip, et al.
Published: (2025)
Automatic Detection and Classification of Corona Infection (COVID-19) from X-ray Images Using Convolution Neural Network
by: Patel, Kinjal A, et al.
Published: (2024)
by: Patel, Kinjal A, et al.
Published: (2024)
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)
Stereo X-ray tomography on deformed object tracking
by: Shang, Zhenduo, et al.
Published: (2025)
by: Shang, Zhenduo, et al.
Published: (2025)
Detecting Bone Lesions in X-Ray Under Diverse Acquisition Conditions
by: Zimbalist, Tal, et al.
Published: (2022)
by: Zimbalist, Tal, et al.
Published: (2022)
Combining Progressive Image Compression and Random Access in DNA Data Storage
by: Pic, Xavier, et al.
Published: (2025)
by: Pic, Xavier, et al.
Published: (2025)
Development of Focused X-ray Luminescence Compute Tomography Imaging
by: Fang, Yile, et al.
Published: (2024)
by: Fang, Yile, et al.
Published: (2024)
SpineFM: Leveraging Foundation Models for Automatic Spine X-ray Segmentation
by: Simons, Samuel J., et al.
Published: (2024)
by: Simons, Samuel J., et al.
Published: (2024)
Innovative use of X-ray radiography in the study of daguerreotypes: identification of hallmarks
by: Barrio, Sara, et al.
Published: (2023)
by: Barrio, Sara, et al.
Published: (2023)
Deep Internal Learning: Deep Learning from a Single Input
by: Tirer, Tom, et al.
Published: (2023)
by: Tirer, Tom, et al.
Published: (2023)
Anatomical Token Uncertainty for Transformer-Guided Active MRI Acquisition
by: Ayzenberg, Lev, et al.
Published: (2026)
by: Ayzenberg, Lev, et al.
Published: (2026)
Imaging on the Edge: Mapping Object Corners and Edges with Stereo X-ray Tomography
by: Shang, Zhenduo, et al.
Published: (2025)
by: Shang, Zhenduo, et al.
Published: (2025)
Semantics Guided Disentangled GAN for Chest X-ray Image Rib Segmentation
by: Huang, Lili, et al.
Published: (2024)
by: Huang, Lili, et al.
Published: (2024)
Diff-DTI: Fast Diffusion Tensor Imaging Using A Feature-Enhanced Joint Diffusion Model
by: Zhang, Lang, et al.
Published: (2024)
by: Zhang, Lang, et al.
Published: (2024)
SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation
by: Chen, Yifei, et al.
Published: (2023)
by: Chen, Yifei, et al.
Published: (2023)
Pixel-weighted Multi-pose Fusion for Metal Artifact Reduction in X-ray Computed Tomography
by: Yang, Diyu, et al.
Published: (2024)
by: Yang, Diyu, et al.
Published: (2024)
A Landmark-aware Network for Automated Cobb Angle Estimation Using X-ray Images
by: Yang, Jie, et al.
Published: (2024)
by: Yang, Jie, et al.
Published: (2024)
Deep Task-Based Beamforming and Channel Data Augmentations for Enhanced Ultrasound Imaging
by: Amar, Ariel, et al.
Published: (2025)
by: Amar, Ariel, et al.
Published: (2025)
Generative Diffusion Model Bootstraps Zero-shot Classification of Fetal Ultrasound Images In Underrepresented African Populations
by: Wang, Fangyijie, et al.
Published: (2024)
by: Wang, Fangyijie, et al.
Published: (2024)
X-ray nano-holotomography reconstruction with simultaneous probe retrieval
by: Nikitin, Viktor, et al.
Published: (2024)
by: Nikitin, Viktor, et al.
Published: (2024)
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks
by: Jin, Zihao, et al.
Published: (2024)
by: Jin, Zihao, et al.
Published: (2024)
X-ray Image Generation as a Method of Performance Prediction for Real-Time Inspection: a Case Study
by: Andriiashen, Vladyslav, et al.
Published: (2024)
by: Andriiashen, Vladyslav, et al.
Published: (2024)
Evaluating the Impact of Radiographic Noise on Chest X-ray Semantic Segmentation and Disease Classification Using a Scalable Noise Injection Framework
by: Jiu, Derek, et al.
Published: (2025)
by: Jiu, Derek, et al.
Published: (2025)
Similar Items
-
Using Unsupervised Domain Adaptation Semantic Segmentation for Pulmonary Embolism Detection in Computed Tomography Pulmonary Angiogram (CTPA) Images
by: Lin, Wen-Liang, et al.
Published: (2026) -
Diffusion Models are Robust Pretrainers
by: Yagoda, Mika, et al.
Published: (2025) -
Guided Lensless Polarization Imaging
by: Kraicer, Noa, et al.
Published: (2026) -
Deep Phase Coded Image Prior
by: Shabtay, Nimrod, et al.
Published: (2024) -
DiffuSAM: Diffusion-Based Prompt-Free SAM2 for Few-Shot and Source-Free Medical Image Segmentation
by: Grossman, Tal, et al.
Published: (2026)