Table of Contents: “... Knowledge from Topological Representations for Pathological Complete Response Prediction -- SETMIL: Spatial Encoding Transformer-based Multiple Instance Learning for Pathological Image Analysis -- Clinical-realistic Annotation for Histopathology Images...”

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Table of Contents: “... Augmentation Method for Brain Lesion Segmentation -- Boundary-aware Transformers for Skin Lesion Segmentation -- A Topological-Attention ConvLSTM Network and Its Application to EM Images -- BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image...”

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Table of Contents: “... cortex distinguishes between training on a physical and a virtual surgical simulator -- Surgical Visualization and Mixed, Augmented and Virtual Reality -- Image-based Incision Detection for Topological Intraoperative 3D Model Update in Augmented Reality...”

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Table of Contents: “... -- Topological Learning and Its Application to Multimodal Brain Network Integration -- One-Shot Medical Landmark Detection -- Implicit field learning for unsupervised anomaly detection in medical images -- Dual-Consistency Semi-Supervised Learning with Uncertainty...”

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Table of Contents: “... -- A Matrix Auto-encoder Framework to Align the Functional and Structural Connectivity Manifolds as Guided by Behavioral Phenotypes -- Clinical Applications - Neuroimaging - Others -- Topological Receptive Field Model for Human Retinotopic Mapping...”

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Table of Contents: “... -- Semi-supervised Cell Detection in Time-lapse Images Using Temporal Consistency -- Cell Detection in Domain Shift Problem Using Pseudo-Cell-Position Heatmap -- 2D Histology Meets 3D Topology: Cytoarchitectonic Brain Mapping with Graph Neural Networks...”

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