LEADER 05349nam 22006495 450 001 996538667203316 005 20230810181943.0 010 $a3-031-34048-5 024 7 $a10.1007/978-3-031-34048-2 035 $a(MiAaPQ)EBC30589523 035 $a(Au-PeEL)EBL30589523 035 $a(DE-He213)978-3-031-34048-2 035 $a(PPN)272259411 035 $a(EXLCZ)9926869070600041 100 $a20230607d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInformation Processing in Medical Imaging$b[electronic resource] $e28th International Conference, IPMI 2023, San Carlos de Bariloche, Argentina, June 18?23, 2023, Proceedings /$fedited by Alejandro Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (836 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v13939 311 08$aPrint version: Frangi, Alejandro Information Processing in Medical Imaging Cham : Springer International Publishing AG,c2023 9783031340475 327 $aBiomarkers Resolving quantitative MRI model degeneracy with machine learning via training data distribution design -- Subtype and stage inference with timescales -- Brain connectomics HoloBrain: A Harmonic Holography for Self-organized Brain Function -- Species-Shared and -Specific Brain Functional Connectomes Revealed by Shared-Unique Variational Autoencoder -- mSPD-NN: A Geometrically Aware Neural Framework for Biomarker Discovery from Functional Connectomics Manifolds -- Computer-Aided Diagnosis/Surgery Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification -- Don?t PANIC: Prototypical Additive Neural Network for Interpretable Classification of Alzheimer?s Disease -- Filtered trajectory recovery: a continuous extension to event-based model for Alzheimer?s disease progression modeling -- Live image-based neurosurgical guidance and roadmap generation using unsupervised embedding -- Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT -- MetaViT: Metabolism-Aware Vision Transformer for Differential Diagnosis of Parkinsonism with 18F-FDG PET -- Multi-task Multi-instance Learning for Jointly Diagnosis and Prognosis of Early-stage Breast Invasive Carcinoma from Whole-slide Pathological Images -- On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations -- Pixel-level explanation of multiple instance learning models in biomedical single cell images -- Marr Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model -- Weakly Semi-Supervised Detection in Lung Ultrasound Videos -- Optimization Differentiable Gamma Index-based loss functions: accelerating Monte-Carlo radiotherapy dose simulation -- Diversified stochastic orthonormal projective non-negative matrix factorization for big neuroimaging data -- Reconstruction Deep Physics-informed Super-resolution of Cardiac 4D-flow MRI -- Fast-MC-PET: A Novel Deep Learning-aid Motion Correction and Reconstruction Framework for Accelerated PET -- MeshDeform: Surface Reconstruction of Subcortical Structures via Human Brain MRI -- Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging. 330 $aThis book constitutes the proceedings of the 28th International Conference on Information Processing in Medical Imaging, IPMI 2023, which took place in San Carlos de Bariloche, Argentina, in June 2023. The 63 full papers presented in this volume were carefully reviewed and selected from 169 submissions. They were organized in topical sections as follows: biomarkers; brain connectomics; computer-aided diagnosis/surgery; domain adaptation; geometric deep learning; groupwise atlasing; harmonization; federated learning; image synthesis; image enhancement; multimodal learning; registration; segmentation; self supervised learning; surface analysis and segmentation. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v13939 606 $aComputer vision 606 $aComputer networks 606 $aComputer science$xMathematics 606 $aApplication software 606 $aComputer Vision 606 $aComputer Communication Networks 606 $aMathematics of Computing 606 $aComputer and Information Systems Applications 615 0$aComputer vision. 615 0$aComputer networks. 615 0$aComputer science$xMathematics. 615 0$aApplication software. 615 14$aComputer Vision. 615 24$aComputer Communication Networks. 615 24$aMathematics of Computing. 615 24$aComputer and Information Systems Applications. 676 $a006.37 700 $aFrangi$b Alejandro$01365693 701 $ade Bruijne$b Marleen$01365694 701 $aWassermann$b Demian$01365695 701 $aNavab$b Nassir$01365696 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996538667203316 996 $aInformation Processing in Medical Imaging$93387846 997 $aUNISA