Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops [electronic resource] : ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, Proceedings / edited by M. Emre Celebi, Md Sirajus Salekin, Hyunwoo Kim, Shadi Albarqouni, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Ghada Zamzmi, Joshua Levy, Huzefa Rangwala, Annika Reinke, Diya Wynn, Bennett Landman, Won-Ki Jeong, Yiqing Shen, Zhongying Deng, Spyridon Bakas, Xiaoxiao Li, Chen Qin, Nicola Rieke, Holger Roth, Daguang Xu.

Colaborador(es): Celebi, M. Emre [editor.] | Salekin, Md Sirajus [editor.] | Kim, Hyunwoo [editor.] | Albarqouni, Shadi [editor.] | Barata, Catarina [editor.] | Halpern, Allan [editor.] | Tschandl, Philipp [editor.] | Combalia, Marc [editor.] | Liu, Yuan [editor.] | Zamzmi, Ghada [editor.] | Levy, Joshua [editor.] | Rangwala, Huzefa [editor.] | Reinke, Annika [editor.] | Wynn, Diya [editor.] | Landman, Bennett [editor.] | Jeong, Won-Ki [editor.] | Shen, Yiqing [editor.] | Deng, Zhongying [editor.] | Bakas, Spyridon [editor.] | Li, Xiaoxiao [editor.] | Qin, Chen [editor.] | Rieke, Nicola [editor.] | Roth, Holger [editor.] | Xu, Daguang [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Computer Science ; 14393Editor: Cham : Springer Nature Switzerland : Imprint: Springer, 2023Edición: 1st ed. 2023Descripción: XXVI, 381 p. 113 illus., 107 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9783031474019Tema(s): Image processing -- Digital techniques | Computer vision | Computer Imaging, Vision, Pattern Recognition and GraphicsFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 006 Clasificación LoC:TA1501-1820TA1634Recursos en línea: Libro electrónicoTexto
Contenidos:
Artificial Intelligence -- Computer Vision -- Machine Learning -- Medical Imaging -- Explainability -- Privacy-Preserving Learning -- Federated Learning -- Distributed Learning -- Dermatology -- Skin -- Radiology -- Health Informatics -- Radiomics -- Video -- Time Series Data -- Physiological Data -- Longitudinal Data -- Data Fusion -- Motion Tracking.
En: Springer Nature eBookResumen: This double volume set LNCS 14393-14394 constitutes the proceedings from the workshops held at the 26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023 Workshops, which took place in Vancouver, BC, Canada, in October 2023. The 54 full papers together with 14 short papers presented in this volume were carefully reviewed and selected from 123 submissions from all workshops. The papers of the workshops are presenting the topical sections: Eighth International Skin Imaging Collaboration Workshop (ISIC 2023) First Clinically-Oriented and Responsible AI for Medical Data Analysis (Care-AI 2023) Workshop First International Workshop on Foundation Models for Medical Artificial General Intelligence (MedAGI 2023) Fourth Workshop on Distributed, Collaborative and Federated Learning (DeCaF 2023) First MICCAI Workshop on Time-Series Data Analytics and Learning First MICCAI Workshop on Lesion Evaluation and Assessment with Follow-Up (LEAF) AI For Treatment Response Assessment and predicTion Workshop (AI4Treat 2023) Fourth International Workshop on Multiscale Multimodal Medical Imaging (MMMI 2023) Second International Workshop on Resource-Effcient Medical Multimodal Medical Imaging Image Analysis (REMIA 2023).
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Acceso multiusuario

Artificial Intelligence -- Computer Vision -- Machine Learning -- Medical Imaging -- Explainability -- Privacy-Preserving Learning -- Federated Learning -- Distributed Learning -- Dermatology -- Skin -- Radiology -- Health Informatics -- Radiomics -- Video -- Time Series Data -- Physiological Data -- Longitudinal Data -- Data Fusion -- Motion Tracking.

This double volume set LNCS 14393-14394 constitutes the proceedings from the workshops held at the 26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023 Workshops, which took place in Vancouver, BC, Canada, in October 2023. The 54 full papers together with 14 short papers presented in this volume were carefully reviewed and selected from 123 submissions from all workshops. The papers of the workshops are presenting the topical sections: Eighth International Skin Imaging Collaboration Workshop (ISIC 2023) First Clinically-Oriented and Responsible AI for Medical Data Analysis (Care-AI 2023) Workshop First International Workshop on Foundation Models for Medical Artificial General Intelligence (MedAGI 2023) Fourth Workshop on Distributed, Collaborative and Federated Learning (DeCaF 2023) First MICCAI Workshop on Time-Series Data Analytics and Learning First MICCAI Workshop on Lesion Evaluation and Assessment with Follow-Up (LEAF) AI For Treatment Response Assessment and predicTion Workshop (AI4Treat 2023) Fourth International Workshop on Multiscale Multimodal Medical Imaging (MMMI 2023) Second International Workshop on Resource-Effcient Medical Multimodal Medical Imaging Image Analysis (REMIA 2023).

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