Assessing the performance of CT image denoisers using Laguerre-Gauss Channelized Hotelling Observer for lesion detection
Fuente:
arXiv
Saved in:
| Main Authors: | Kc, Prabhat, Zeng, Rongping |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics
by: Deshpande, Rucha, et al.
Published: (2024)
by: Deshpande, Rucha, et al.
Published: (2024)
Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers
by: Li, Kaiyan, et al.
Published: (2025)
by: Li, Kaiyan, et al.
Published: (2025)
Enhancing signal detectability in learning-based CT reconstruction with a model observer inspired loss function
by: Lantz, Megan, et al.
Published: (2024)
by: Lantz, Megan, et al.
Published: (2024)
Visual question answering-based image-finding generation for pulmonary nodules on chest CT from structured annotations
by: Nagao, Maiko, et al.
Published: (2026)
by: Nagao, Maiko, et al.
Published: (2026)
UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes
by: Eid, Mark C., et al.
Published: (2025)
by: Eid, Mark C., et al.
Published: (2025)
Analysis of effectiveness of thresholding in perfusion ROI detection on T2-weighted MR images with abnormal brain anatomy
by: Alkhimova, Svitlana, et al.
Published: (2019)
by: Alkhimova, Svitlana, et al.
Published: (2019)
Generation of Chest CT pulmonary Nodule Images by Latent Diffusion Models using the LIDC-IDRI Dataset
by: Urata, Kaito, et al.
Published: (2026)
by: Urata, Kaito, et al.
Published: (2026)
Framing image registration as a landmark detection problem for label-noise-aware task representation (HitR)
by: Waldmannstetter, Diana, et al.
Published: (2023)
by: Waldmannstetter, Diana, et al.
Published: (2023)
Application of Ideal Observer for Thresholded Data in Search Task
by: Lin, Hongwei, et al.
Published: (2026)
by: Lin, Hongwei, et al.
Published: (2026)
Towards AI Lesion Tracking in PET/CT Imaging: A Siamese-based CNN Pipeline applied on PSMA PET/CT Scans
by: Hein, Stefan P., et al.
Published: (2024)
by: Hein, Stefan P., et al.
Published: (2024)
Visualization of Organ Movements Using Automatic Region Segmentation of Swallowing CT
by: Michiwaki, Yukihiro, et al.
Published: (2025)
by: Michiwaki, Yukihiro, et al.
Published: (2025)
Perfusion Imaging and Single Material Reconstruction in Polychromatic Photon Counting CT
by: Kim, Namhoon, et al.
Published: (2026)
by: Kim, Namhoon, et al.
Published: (2026)
Multibranch Generative Models for Multichannel Imaging with an Application to PET/CT Synergistic Reconstruction
by: Pinton, Noel Jeffrey, et al.
Published: (2024)
by: Pinton, Noel Jeffrey, et al.
Published: (2024)
Physics-informed DeepCT: Sinogram Wavelet Decomposition Meets Masked Diffusion
by: Zhou, Zekun, et al.
Published: (2025)
by: Zhou, Zekun, et al.
Published: (2025)
FD-DiT: Frequency Domain-Directed Diffusion Transformer for Low-Dose CT Reconstruction
by: Liu, Qiqing, et al.
Published: (2025)
by: Liu, Qiqing, et al.
Published: (2025)
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring
by: Chen, Zhihao, et al.
Published: (2023)
by: Chen, Zhihao, et al.
Published: (2023)
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation
by: Highton, Jack, et al.
Published: (2024)
by: Highton, Jack, et al.
Published: (2024)
Beyond Benchmarks: A Framework for Post Deployment Validation of CT Lung Nodule Detection AI
by: Soliman, Daniel
Published: (2026)
by: Soliman, Daniel
Published: (2026)
sFRC for assessing hallucinations in medical image restoration
by: Kc, Prabhat, et al.
Published: (2026)
by: Kc, Prabhat, et al.
Published: (2026)
Trustworthy image-to-image translation: evaluating uncertainty calibration in unpaired training scenarios
by: Bench, Ciaran, et al.
Published: (2025)
by: Bench, Ciaran, et al.
Published: (2025)
On undesired emergent behaviors in compound prostate cancer detection systems
by: Rolfsnes, Erlend Sortland, et al.
Published: (2023)
by: Rolfsnes, Erlend Sortland, et al.
Published: (2023)
Deep Learning CT Image Restoration using System Blur and Noise Models
by: Yuan, Yijie, et al.
Published: (2024)
by: Yuan, Yijie, et al.
Published: (2024)
Style transfer as data augmentation: evaluating unpaired image-to-image translation models in mammography
by: Ahmed, Emir, et al.
Published: (2025)
by: Ahmed, Emir, et al.
Published: (2025)
Joint image reconstruction and segmentation of real-time cardiac MRI in free-breathing using a model based on disentangled representation learning
by: Wech, Tobias, et al.
Published: (2024)
by: Wech, Tobias, et al.
Published: (2024)
Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model
by: Dong, Yafei, et al.
Published: (2024)
by: Dong, Yafei, et al.
Published: (2024)
From Diagnostic CT to DTI Tractography labels: Using Deep Learning for Corticospinal Tract Injury Assessment and Outcome Prediction in Intracerebral Haemorrhage
by: Murray, Olivia N, et al.
Published: (2024)
by: Murray, Olivia N, et al.
Published: (2024)
Reconstructing Quantitative Cerebral Perfusion Images Directly From Measured Sinogram Data Acquired Using C-arm Cone-Beam CT
by: Zhao, Haotian, et al.
Published: (2024)
by: Zhao, Haotian, et al.
Published: (2024)
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)
A Classification-Based Adaptive Segmentation Pipeline: Feasibility Study Using Polycystic Liver Disease and Metastases from Colorectal Cancer CT Images
by: Wang, Peilong, et al.
Published: (2024)
by: Wang, Peilong, et al.
Published: (2024)
Multi-dynamic deep image prior for cardiac MRI
by: Vornehm, Marc, et al.
Published: (2024)
by: Vornehm, Marc, et al.
Published: (2024)
Cancer cytoplasm segmentation in hyperspectral cell image with data augmentation
by: Sultana, Rebeka, et al.
Published: (2025)
by: Sultana, Rebeka, et al.
Published: (2025)
Deep learning-based conditional inpainting for restoration of artifact-affected 4D CT images
by: Madesta, Frederic, et al.
Published: (2022)
by: Madesta, Frederic, et al.
Published: (2022)
GACELLE: GPU-accelerated tools for model parameter estimation and image reconstruction
by: Chan, Kwok-Shing, et al.
Published: (2025)
by: Chan, Kwok-Shing, et al.
Published: (2025)
GS-DOT: Gaussian splatting-based image reconstruction for diffuse optical tomography
by: Jiang, Jingjing
Published: (2026)
by: Jiang, Jingjing
Published: (2026)
Synthesizing beta-amyloid PET images from T1-weighted Structural MRI: A Preliminary Study
by: Lyu, Qing, et al.
Published: (2024)
by: Lyu, Qing, et al.
Published: (2024)
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images
by: Gaggion, Nicolás, et al.
Published: (2023)
by: Gaggion, Nicolás, et al.
Published: (2023)
XProspeCT: CT Volume Generation from Paired X-Rays
by: Paulson, Benjamin, et al.
Published: (2024)
by: Paulson, Benjamin, et al.
Published: (2024)
Experts' cognition-driven ensemble deep learning for external validation of predicting pathological complete response to neoadjuvant chemotherapy from histological images in breast cancer
by: Yang, Yongquan, et al.
Published: (2023)
by: Yang, Yongquan, et al.
Published: (2023)
Automatic Tissue Differentiation in Parotidectomy using Hyperspectral Imaging
by: Wisotzky, Eric L., et al.
Published: (2024)
by: Wisotzky, Eric L., et al.
Published: (2024)
Hallucinations in medical devices
by: Granstedt, Jason, et al.
Published: (2025)
by: Granstedt, Jason, et al.
Published: (2025)
Similar Items
-
Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics
by: Deshpande, Rucha, et al.
Published: (2024) -
Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers
by: Li, Kaiyan, et al.
Published: (2025) -
Enhancing signal detectability in learning-based CT reconstruction with a model observer inspired loss function
by: Lantz, Megan, et al.
Published: (2024) -
Visual question answering-based image-finding generation for pulmonary nodules on chest CT from structured annotations
by: Nagao, Maiko, et al.
Published: (2026) -
UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes
by: Eid, Mark C., et al.
Published: (2025)