LEADER 04708nam 22006255 450 001 9910983030903321 005 20250626163822.0 010 $a3-031-73281-2 024 7 $a10.1007/978-3-031-73281-2 035 $a(MiAaPQ)EBC31708549 035 $a(Au-PeEL)EBL31708549 035 $a(CKB)36300442500041 035 $a(DE-He213)978-3-031-73281-2 035 $a(EXLCZ)9936300442500041 100 $a20241005d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSimulation and Synthesis in Medical Imaging $e9th International Workshop, SASHIMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings /$fedited by Virginia Fernandez, Jelmer M. Wolterink, David Wiesner, Samuel Remedios, Lianrui Zuo, Adrià Casamitjana 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (219 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15187 311 08$a3-031-73280-4 320 $aIncludes bibliographical references and index. 327 $a -- 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. 330 $aThis book constitutes the refereed proceedings of the 9th International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2024, held in conjunction with the 27th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco in October 2024. The 19 papers included in this book were carefully reviewed and selected from 32 submissions. They focus on recent developments in methods for image-to-image translation, image synthesis, biophysical modelling, super-resolution and image segmentation and classification. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15187 606 $aComputer vision 606 $aArtificial intelligence 606 $aEducation$xData processing 606 $aApplication software 606 $aComputer Vision 606 $aArtificial Intelligence 606 $aComputers and Education 606 $aComputer and Information Systems Applications 615 0$aComputer vision. 615 0$aArtificial intelligence. 615 0$aEducation$xData processing. 615 0$aApplication software. 615 14$aComputer Vision. 615 24$aArtificial Intelligence. 615 24$aComputers and Education. 615 24$aComputer and Information Systems Applications. 676 $a616.07540285 702 $aFerna?ndez$b Virginia 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910983030903321 996 $aSimulation and Synthesis in Medical Imaging$92916762 997 $aUNINA