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245	1	0	_aInformation Processing in Medical Imaging _h[electronic resource] : _b28th International Conference, IPMI 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023, Proceedings / _cedited by Alejandro Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab.
250			_a1st ed. 2023.
264		1	_aCham : _bSpringer Nature Switzerland : _bImprint: Springer, _c2023.
300			_aXXI, 839 p. 256 illus., 240 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aLecture Notes in Computer Science, _x1611-3349 ; _v13939
505	0		_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.
520			_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.
650		0	_aComputer vision. _9122988
650		0	_aComputer networks . _931572
650		0	_aComputer science _xMathematics. _93866
650		0	_aApplication software. _9122989
650	1	4	_aComputer Vision. _9122990
650	2	4	_aComputer Communication Networks. _9122991
650	2	4	_aMathematics of Computing. _931875
650	2	4	_aComputer and Information Systems Applications. _9122992
700	1		_aFrangi, Alejandro. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9122993
700	1		_ade Bruijne, Marleen. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9122994
700	1		_aWassermann, Demian. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9122995
700	1		_aNavab, Nassir. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9122996
710	2		_aSpringerLink (Online service) _9122997
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783031340475
776	0	8	_iPrinted edition: _z9783031340499
830		0	_aLecture Notes in Computer Science, _x1611-3349 ; _v13939 _923263
856	4	0	_uhttps://doi.org/10.1007/978-3-031-34048-2
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