Description

Book Synopsis

.- Synthetic Augmentation for Anatomical Landmark Localization using DDPMs.
.- AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation.
.- Adapted nnU-Net: A Robust Baseline for Cross-Modality Synthesis and Medical Image Inpainting.
.- Beyond MR Image Harmonization: Resolution Matters Too.
.- Benchmarking Robustness of Endoscopic Depth Estimation with Synthetically Corrupted Data.
.- A dual-task mutual learning framework for predicting post-thrombectomy cerebral haemorrhage.
.- TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification.
.- Beyond Intensity Transforms: Medical Image Synthesis Under Large Deformation.
.- Sim2Real in endoscopy segmentation with a novel structure aware image translation.
.- Fireflies: Photorealistic Simulation and Optimization of Structured Light Endoscopy.
.- Exogenous Agent-Free Synthetic Post-Contrast Imaging with a Cascade of Deep Networks for enhancement Prediction after Tumor Resection. A Parametric-Map Oriented Approach.
.- OCT Scans Simulation Framework for Data Augmentation and Controlled Evaluation of Signal Processing Approaches.
.- Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image.
.- Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis.
.- Synthesizing Scalable CFD-Enhanced Aortic 4D Flow MRI for Assessing Accuracy and Precision of Deep-Learning Image Reconstruction and Segmentation Tasks.
.- MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI.
.- Using MR physics for domain generalisation and super-resolution.
.- Single-scan mpMRI Calibration of Multi-Species Brain Tumor Dynamics with Mass Effect.
.- Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields.

Simulation and Synthesis in Medical Imaging

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    Order before 4pm today for delivery by Tue 4 Aug 2026.

    A Paperback by Virginia Fernandez

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      Publisher: Springer
      Publication Date: Publication Date: 06/10/2024
      ISBN13: 9783031732805, 978-3031732805
      ISBN10:
      Also in:
      Computing Computer vision

      Description

      Book Synopsis

      .- Synthetic Augmentation for Anatomical Landmark Localization using DDPMs.
      .- AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation.
      .- Adapted nnU-Net: A Robust Baseline for Cross-Modality Synthesis and Medical Image Inpainting.
      .- Beyond MR Image Harmonization: Resolution Matters Too.
      .- Benchmarking Robustness of Endoscopic Depth Estimation with Synthetically Corrupted Data.
      .- A dual-task mutual learning framework for predicting post-thrombectomy cerebral haemorrhage.
      .- TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification.
      .- Beyond Intensity Transforms: Medical Image Synthesis Under Large Deformation.
      .- Sim2Real in endoscopy segmentation with a novel structure aware image translation.
      .- Fireflies: Photorealistic Simulation and Optimization of Structured Light Endoscopy.
      .- Exogenous Agent-Free Synthetic Post-Contrast Imaging with a Cascade of Deep Networks for enhancement Prediction after Tumor Resection. A Parametric-Map Oriented Approach.
      .- OCT Scans Simulation Framework for Data Augmentation and Controlled Evaluation of Signal Processing Approaches.
      .- Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image.
      .- Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis.
      .- Synthesizing Scalable CFD-Enhanced Aortic 4D Flow MRI for Assessing Accuracy and Precision of Deep-Learning Image Reconstruction and Segmentation Tasks.
      .- MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI.
      .- Using MR physics for domain generalisation and super-resolution.
      .- Single-scan mpMRI Calibration of Multi-Species Brain Tumor Dynamics with Mass Effect.
      .- Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields.

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