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| Link zu diesem Datensatz | https://d-nb.info/1355677890 |
| Art des Inhalts | Konferenzschrift |
| Titel | Applications of Medical Artificial Intelligence : Third International Workshop, AMAI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings / edited by Shandong Wu, Behrouz Shabestari, Lei Xing |
| Person(en) |
Wu, Shandong (Herausgeber) Shabestari, Behrouz (Herausgeber) Xing, Lei (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2025 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XI, 265 p. 85 illus., 77 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-82006-9 Printed edition:: ISBN: 978-3-031-82008-3 |
| Inhalt | Exploring CNN and Transformer-based Architectures to Improve Image Segmentation for Chronic Wound Measurement -- From Pixel Scores to Clinical Impacts: The Implicit Choices in FROC Metric Design and Their Consequences -- Head CT Scan Motion Artifact Correction via Diffusion-Based Generative Models -- SP-NAS: Surgical Phase Recognition-based Navigation Adjustment System for distal gastrectomy -- Transforming Multimodal Models into Action Models for Radiotherapy -- Enhanced Interpretability in Histopathological Images via Combined Tissue and Cell-Level Graph Analysis -- Targeted Visual Prompting for Medical Visual Question Answering -- Deep Learning for Resolving 3D Microstructural Changes in the Fibrotic Liver -- Predicting Falls through Muscle Weakness from a Single Whole Body Image: A Multimodal Contrastive Learning Framework -- Optimizing ICU Readmission Prediction: A Comparative Evaluation of AI Tools -- Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging -- Evaluating Perceived Workload, Usability and Usefulness of Artificial Intelligence Systems in Low-Resource Settings: Semi-Automated Classification and Detection of Community Acquired Pneumonia -- Incremental Augmentation Strategies for Personalised Continual Learning in Digital Pathology Contexts -- Assessing Generalization Capabilities of Malaria Diagnostic Models from Thin Blood Smears -- Automated Feedback System for Surgical Skill Improvement in Endoscopic Sinus Surgery -- Quantifying Knee Cartilage Shape and Lesion: From Image to Metrics -- RadImageGAN – A Multi-modal Dataset-Scale Generative AI for Medical Imaging -- Ensemble-KAN: Leveraging Kolmogorov Arnold Networks to Discriminate Individuals with Psychiatric Disorders from Controls -- SCIsegV2: A Universal Tool for Segmentation of Intramedullary Lesions in Spinal Cord Injury -- EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models -- Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking -- Normative Modeling with Focal Loss and Adversarial Autoencoders for Alzheimer’s Disease Diagnosis and Biomarker Identification -- One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks -- Data-Efficient Radiology Report Generation via Similar Report Features Enhancement |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2502080307262.925844483211 DOI: 10.1007/978-3-031-82007-6 |
| URL | https://doi.org/10.1007/978-3-031-82007-6 |
| ISBN/Einband/Preis | 978-3-031-82007-6 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Computer Science ; 15384 |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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