Diff-Lung: Diffusion-Based Texture Synthesis for Enhanced Pathological Tissue Segmentation in Lung CT Scans
Fuente:
arXiv
Guardado en:
| Autores principales: | Khiati, Rezkellah Noureddine, Brillet, Pierre-Yves, Ispas, Radu, Fetita, Catalin |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
DiffSegLung: Diffusion Radiomic Distillation for Unsupervised Lung Pathology Segmentation
por: Khiati, Rezkellah Noureddine, et al.
Publicado: (2026)
por: Khiati, Rezkellah Noureddine, et al.
Publicado: (2026)
Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation
por: Khiati, Rezkellah Noureddine, et al.
Publicado: (2024)
por: Khiati, Rezkellah Noureddine, et al.
Publicado: (2024)
Advancing Lung Disease Diagnosis in 3D CT Scans
por: Li, Qingqiu, et al.
Publicado: (2025)
por: Li, Qingqiu, et al.
Publicado: (2025)
A Cross Spatio-Temporal Pathology-based Lung Nodule Dataset
por: Jian, Muwei, et al.
Publicado: (2024)
por: Jian, Muwei, et al.
Publicado: (2024)
Attention-Enhanced U-Net for Accurate Segmentation of COVID-19 Infected Lung Regions in CT Scans
por: Lahchim, Amal, et al.
Publicado: (2025)
por: Lahchim, Amal, et al.
Publicado: (2025)
Clinical Priors Guided Lung Disease Detection in 3D CT Scans
por: Lu, Kejin, et al.
Publicado: (2026)
por: Lu, Kejin, et al.
Publicado: (2026)
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image Segmentation
por: Rezvani, Sadjad, et al.
Publicado: (2024)
por: Rezvani, Sadjad, et al.
Publicado: (2024)
Lung-DDPM: Semantic Layout-guided Diffusion Models for Thoracic CT Image Synthesis
por: Jiang, Yifan, et al.
Publicado: (2025)
por: Jiang, Yifan, et al.
Publicado: (2025)
Optimization of Dark-Field CT for Lung Imaging
por: Guo, Peiyuan, et al.
Publicado: (2024)
por: Guo, Peiyuan, et al.
Publicado: (2024)
ImmunoDiff: A Diffusion Model for Immunotherapy Response Prediction in Lung Cancer
por: Bhattacharya, Moinak, et al.
Publicado: (2025)
por: Bhattacharya, Moinak, et al.
Publicado: (2025)
Multi-Attention Stacked Ensemble for Lung Cancer Detection in CT Scans
por: Saha, Uzzal, et al.
Publicado: (2025)
por: Saha, Uzzal, et al.
Publicado: (2025)
Coronary artery calcification assessment in National Lung Screening Trial CT images (DeepCAC2)
por: Nürnberg, Leonard, et al.
Publicado: (2026)
por: Nürnberg, Leonard, et al.
Publicado: (2026)
Photon-counting CT using a Conditional Diffusion Model for Super-resolution and Texture-preservation
por: Wiedeman, Christopher, et al.
Publicado: (2024)
por: Wiedeman, Christopher, et al.
Publicado: (2024)
HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT Scans
por: Song, Changwei, et al.
Publicado: (2024)
por: Song, Changwei, et al.
Publicado: (2024)
Beyond the Lungs: Extending the Field of View in Chest CT with Latent Diffusion Models
por: Zuo, Lianrui, et al.
Publicado: (2025)
por: Zuo, Lianrui, et al.
Publicado: (2025)
Comparative Analysis of Machine Learning Models for Lung Cancer Mutation Detection and Staging Using 3D CT Scans
por: Li, Yiheng, et al.
Publicado: (2025)
por: Li, Yiheng, et al.
Publicado: (2025)
Diff-GO$^\text{n}$: Enhancing Diffusion Models for Goal-Oriented Communications
por: Wanninayaka, Suchinthaka, et al.
Publicado: (2024)
por: Wanninayaka, Suchinthaka, et al.
Publicado: (2024)
CA-Diff: Collaborative Anatomy Diffusion for Brain Tissue Segmentation
por: Xing, Qilong, et al.
Publicado: (2025)
por: Xing, Qilong, et al.
Publicado: (2025)
Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images
por: Mei, Jie, et al.
Publicado: (2025)
por: Mei, Jie, et al.
Publicado: (2025)
Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging
por: Ayllón, Elena Mulero, et al.
Publicado: (2025)
por: Ayllón, Elena Mulero, et al.
Publicado: (2025)
Diff-DTI: Fast Diffusion Tensor Imaging Using A Feature-Enhanced Joint Diffusion Model
por: Zhang, Lang, et al.
Publicado: (2024)
por: Zhang, Lang, et al.
Publicado: (2024)
Virtual Lung Screening Trial (VLST): An In Silico Study Inspired by the National Lung Screening Trial for Lung Cancer Detection
por: Tushar, Fakrul Islam, et al.
Publicado: (2024)
por: Tushar, Fakrul Islam, et al.
Publicado: (2024)
D2Diff : A Dual Domain Diffusion Model for Accurate Multi-Contrast MRI Synthesis
por: Dayarathna, Sanuwani, et al.
Publicado: (2025)
por: Dayarathna, Sanuwani, et al.
Publicado: (2025)
MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan
por: Usman, Muhammad, et al.
Publicado: (2023)
por: Usman, Muhammad, et al.
Publicado: (2023)
A Clinically Validated Foundation Model for Comprehensive Lung Pathology Interpretation
por: Guo, Zhengrui, et al.
Publicado: (2026)
por: Guo, Zhengrui, et al.
Publicado: (2026)
MedSR-Impact: Transformer-Based Super-Resolution for Lung CT Segmentation, Radiomics, Classification, and Prognosis
por: Martell, Marc Boubnovski, et al.
Publicado: (2025)
por: Martell, Marc Boubnovski, et al.
Publicado: (2025)
Multi-View Transformers for Airway-To-Lung Ratio Inference on Cardiac CT Scans: The C4R Study
por: Naik, Sneha N., et al.
Publicado: (2025)
por: Naik, Sneha N., et al.
Publicado: (2025)
Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans
por: Sobirov, Ikboljon, et al.
Publicado: (2023)
por: Sobirov, Ikboljon, et al.
Publicado: (2023)
EMeRALDS: Electronic Medical Record Driven Automated Lung Nodule Detection and Classification in Thoracic CT Images
por: Eman, Hafza, et al.
Publicado: (2025)
por: Eman, Hafza, et al.
Publicado: (2025)
DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5D Diffusion Model
por: Hu, Yuyang, et al.
Publicado: (2023)
por: Hu, Yuyang, et al.
Publicado: (2023)
Longitudinal Assessment of Lung Lesion Burden in CT
por: Mathai, Tejas Sudharshan, et al.
Publicado: (2025)
por: Mathai, Tejas Sudharshan, et al.
Publicado: (2025)
Lung Nodule-SSM: Self-Supervised Lung Nodule Detection and Classification in Thoracic CT Images
por: Noreen, Muniba, et al.
Publicado: (2025)
por: Noreen, Muniba, et al.
Publicado: (2025)
A Multimodal Approach for Fluid Overload Prediction: Integrating Lung Ultrasound and Clinical Data
por: Yang, Tianqi, et al.
Publicado: (2024)
por: Yang, Tianqi, et al.
Publicado: (2024)
LMLCC-Net: A Semi-Supervised Deep Learning Model for Lung Nodule Malignancy Prediction from CT Scans using a Novel Hounsfield Unit-Based Intensity Filtering
por: Mamun, Tasnia Binte, et al.
Publicado: (2025)
por: Mamun, Tasnia Binte, et al.
Publicado: (2025)
M2Diff: Multi-Modality Multi-Task Enhanced Diffusion Model for MRI-Guided Low-Dose PET Enhancement
por: Yar, Ghulam Nabi Ahmad Hassan, et al.
Publicado: (2026)
por: Yar, Ghulam Nabi Ahmad Hassan, et al.
Publicado: (2026)
Improving Lung Cancer Diagnosis and Survival Prediction with Deep Learning and CT Imaging
por: Wang, Xiawei, et al.
Publicado: (2024)
por: Wang, Xiawei, et al.
Publicado: (2024)
Detection of Emerging Infectious Diseases in Lung CT based on Spatial Anomaly Patterns
por: Mitic, Branko, et al.
Publicado: (2024)
por: Mitic, Branko, et al.
Publicado: (2024)
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation
por: Yu, Yongrui, et al.
Publicado: (2024)
por: Yu, Yongrui, et al.
Publicado: (2024)
Diff4MMLiTS: Advanced Multimodal Liver Tumor Segmentation via Diffusion-Based Image Synthesis and Alignment
por: Chen, Shiyun, et al.
Publicado: (2024)
por: Chen, Shiyun, et al.
Publicado: (2024)
Cepstrum-Based Texture Features for Melanoma Detection
por: Miller, Keith, et al.
Publicado: (2025)
por: Miller, Keith, et al.
Publicado: (2025)
Ejemplares similares
-
DiffSegLung: Diffusion Radiomic Distillation for Unsupervised Lung Pathology Segmentation
por: Khiati, Rezkellah Noureddine, et al.
Publicado: (2026) -
Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation
por: Khiati, Rezkellah Noureddine, et al.
Publicado: (2024) -
Advancing Lung Disease Diagnosis in 3D CT Scans
por: Li, Qingqiu, et al.
Publicado: (2025) -
A Cross Spatio-Temporal Pathology-based Lung Nodule Dataset
por: Jian, Muwei, et al.
Publicado: (2024) -
Attention-Enhanced U-Net for Accurate Segmentation of COVID-19 Infected Lung Regions in CT Scans
por: Lahchim, Amal, et al.
Publicado: (2025)