東華大學圖書館 |

Simulation and synthesis in medical imaging = 9th International Workshop, SASHIMI 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Simulation and synthesis in medical imaging/ edited by Virginia Fernandez ... [et al.].
Reminder of title:	9th International Workshop, SASHIMI 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings /
remainder title:	SASHIMI 2024
other author:	Fernandez, Virginia.
corporate name:	SASHIMI (Workshop)
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xi, 210 p. :ill. (chiefly color), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Diagnostic imaging - Congresses. - Digital techniques -
Online resource:	https://doi.org/10.1007/978-3-031-73281-2
ISBN:	9783031732812

Simulation and synthesis in medical imaging = 9th International Workshop, SASHIMI 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings /
Simulation and synthesis in medical imaging9th International Workshop, SASHIMI 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings /[electronic resource] :SASHIMI 2024edited by Virginia Fernandez ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xi, 210 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,151871611-3349 ;. - Lecture notes in computer science ;15187..

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.

This 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.

ISBN: 9783031732812

Standard No.: 10.1007/978-3-031-73281-2doiSubjects--Topical Terms:

893046
Diagnostic imaging
--Digital techniques--Congresses.

LC Class. No.: RC78.7.D53

Dewey Class. No.: 616.0754

Simulation and synthesis in medical imaging = 9th International Workshop, SASHIMI 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings /
LDR:03730nmm a2200361 a 4500 001 2407832
003 DE-He213
005 20241005124733.0
006 m d
007 cr nn 008maaau
008 260204s2025 sz s 0 eng d
020 $a 9783031732812 $q (electronic bk.)
020 $a 9783031732805 $q (paper)
024 7 $a 10.1007/978-3-031-73281-2 $2 doi
035 $a 978-3-031-73281-2
040 $a GP $c GP
041 0 $a eng
050 4 $a RC78.7.D53
072 7 $a UYQV $2 bicssc
072 7 $a COM016000 $2 bisacsh
072 7 $a UYQV $2 thema
082 0 4 $a 616.0754 $2 23
090 $a RC78.7.D53 $b S252 2024
111 2 $a SASHIMI (Workshop) $n (9th : $d 2024 : $c Marrakech, Morocco) $3 3779923
245 1 0 $a Simulation and synthesis in medical imaging $h [electronic resource] : $b 9th International Workshop, SASHIMI 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings / $c edited by Virginia Fernandez ... [et al.].
246 3 $a SASHIMI 2024
246 3 $a MICCAI 2024
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a xi, 210 p. : $b ill. (chiefly color), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 15187
505 0 $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.
520 $a This 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.
650 0 $a Diagnostic imaging $x Digital techniques $v Congresses. $3 893046
650 0 $a Diagnostic imaging $x Data processing $v Congresses. $3 893542
650 1 4 $a Computer Vision. $3 3538524
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Computers and Education. $3 892757
650 2 4 $a Computer and Information Systems Applications. $3 3538505
700 1 $a Fernandez, Virginia. $3 3779924
710 2 $a SpringerLink (Online service) $3 836513
711 2 $a International Conference on Medical Image Computing and Computer-Assisted Intervention $n (27th : $d 2024 : $c Marrakech, Morocco) $3 3724079
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 15187. $3 3779925
856 4 0 $u https://doi.org/10.1007/978-3-031-73281-2
950 $a Computer Science (SpringerNature-11645)