國立虎尾科技大學 |

Predictive intelligence in medicine = 7th International Workshop, PRIME 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024 : proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Predictive intelligence in medicine/ edited by Islem Rekik ... [et al.].
其他題名:	7th International Workshop, PRIME 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024 : proceedings /
其他題名:	PRIME 2024
其他作者:	Rekik, Islem.
團體作者:	Workshop on the Preservation of Stability under Discretization
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xii, 208 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Artificial Intelligence. -
電子資源:	https://doi.org/10.1007/978-3-031-74561-4
ISBN:	9783031745614

Predictive intelligence in medicine = 7th International Workshop, PRIME 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024 : proceedings /
Predictive intelligence in medicine7th International Workshop, PRIME 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024 : proceedings /[electronic resource] :PRIME 2024edited by Islem Rekik ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xii, 208 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,151551611-3349 ;. - Lecture notes in computer science ;6140..

Modelling the Neonatal Brain Development Using Implicit Neural Representations -- Attention Based Features Fusion Emotion Guided fNIRS Classification Network for Prenatal Depression Recognition -- Spectral Graph Sample Weighting for Interpretable Sub cohort Analysis in Predictive Models for Neuroimaging -- RCT Relational Connectivity Transformer for Enhanced Prediction of Absolute and Residual Intelligence -- Gene to Image Decoding Brain Images from Genetics via Latent Diffusion Models -- Physics Guided Multi View Graph Neural Network for Schizophrenia Classification via Structural Functional Coupling -- Automated Patient Specific Pneumoperitoneum Model Reconstruction for Surgical Navigation Systems in Distal Gastrectomy -- MNA net Multimodal Neuroimaging Attention based Architecture for Cognitive Decline Prediction -- Improving Brain MRI Segmentation with Multi Stage Deep Domain Unlearning -- DynGNN Dynamic Memory enhanced Generative GNNs for Predicting Temporal Brain Connectivity -- Strongly Topology preserving GNNs for Brain Graph Super resolution -- Generative Hypergraph Neural Network for Multiview Brain Connectivity Fusion -- Identifying brain ageing trajectories using variational autoencoders with regression model in neuroimaging data stratified by sex and validated against dementia related risk factors -- Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction -- Self-Supervised Contrastive Learning for Consistent Few Shot Image Representations -- Neurocognitive Latent Space Regularization for Multi Label Diagnosis from MRI -- Segmentation of Brain Metastases in MRI A Two Stage Deep Learning Approach with Modality Impact Study.

This volume constitutes the refereed proceedings of the 7th International Workshop on Predictive Intelligence in Medicine, PRIME 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 17 full papers presented here were carefully reviewed and selected from 22 submissions. These papers focus on the current, cutting-edge Predictive models and methods with applications in the field of Medical data analysis, for early disease prediction and prevention.

ISBN: 9783031745614

Standard No.: 10.1007/978-3-031-74561-4doiSubjects--Topical Terms:

646849
Artificial Intelligence.

LC Class. No.: R859.7.A78

Dewey Class. No.: 610.28563

Predictive intelligence in medicine = 7th International Workshop, PRIME 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024 : proceedings /
LDR:03533nam a2200361 a 4500 001 1159947
003 DE-He213
005 20241018125727.0
006 m d
007 cr nn 008maaau
008 251029s2025 sz s 0 eng d
020 $a 9783031745614 $q (electronic bk.)
020 $a 9783031745607 $q (paper)
024 7 $a 10.1007/978-3-031-74561-4 $2 doi
035 $a 978-3-031-74561-4
040 $a GP $c GP
041 0 $a eng
050 4 $a R859.7.A78
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 610.28563 $2 23
090 $a R859.7.A78 $b P953 2024
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Predictive intelligence in medicine $h [electronic resource] : $b 7th International Workshop, PRIME 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024 : proceedings / $c edited by Islem Rekik ... [et al.].
246 3 $a PRIME 2024
246 3 $a MICCAI 2024
260 $a Cham : $c 2025. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a xii, 208 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 15155
505 0 $a Modelling the Neonatal Brain Development Using Implicit Neural Representations -- Attention Based Features Fusion Emotion Guided fNIRS Classification Network for Prenatal Depression Recognition -- Spectral Graph Sample Weighting for Interpretable Sub cohort Analysis in Predictive Models for Neuroimaging -- RCT Relational Connectivity Transformer for Enhanced Prediction of Absolute and Residual Intelligence -- Gene to Image Decoding Brain Images from Genetics via Latent Diffusion Models -- Physics Guided Multi View Graph Neural Network for Schizophrenia Classification via Structural Functional Coupling -- Automated Patient Specific Pneumoperitoneum Model Reconstruction for Surgical Navigation Systems in Distal Gastrectomy -- MNA net Multimodal Neuroimaging Attention based Architecture for Cognitive Decline Prediction -- Improving Brain MRI Segmentation with Multi Stage Deep Domain Unlearning -- DynGNN Dynamic Memory enhanced Generative GNNs for Predicting Temporal Brain Connectivity -- Strongly Topology preserving GNNs for Brain Graph Super resolution -- Generative Hypergraph Neural Network for Multiview Brain Connectivity Fusion -- Identifying brain ageing trajectories using variational autoencoders with regression model in neuroimaging data stratified by sex and validated against dementia related risk factors -- Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction -- Self-Supervised Contrastive Learning for Consistent Few Shot Image Representations -- Neurocognitive Latent Space Regularization for Multi Label Diagnosis from MRI -- Segmentation of Brain Metastases in MRI A Two Stage Deep Learning Approach with Modality Impact Study.
520 $a This volume constitutes the refereed proceedings of the 7th International Workshop on Predictive Intelligence in Medicine, PRIME 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 17 full papers presented here were carefully reviewed and selected from 22 submissions. These papers focus on the current, cutting-edge Predictive models and methods with applications in the field of Medical data analysis, for early disease prediction and prevention.
650 1 4 $a Artificial Intelligence. $3 646849
650 0 $a Predictive analytics $v Congresses. $3 1487194
650 0 $a Artificial intelligence $x Medical applications $v Congresses. $3 675317 $3 742904
700 1 $a Rekik, Islem. $3 1209226
710 2 $a SpringerLink (Online service) $3 593884
711 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 6140. $3 744199
856 4 0 $u https://doi.org/10.1007/978-3-031-74561-4
950 $a Computer Science (SpringerNature-11645)