Search Results for author: Kexin Ding

Found 3 papers, 2 papers with code

Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications

no code implementations17 Feb 2022 Kexin Ding, Mu Zhou, Zichen Wang, Qiao Liu, Corey W. Arnold, Shaoting Zhang, Dimitri N. Metaxas

Image-based characterization and disease understanding involve integrative analysis of morphological, spatial, and topological information across biological scales.

Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction

1 code implementation22 Jul 2023 Kexin Ding, Mu Zhou, Dimitris N. Metaxas, Shaoting Zhang

Survival outcome assessment is challenging and inherently associated with multiple clinical factors (e. g., imaging and genomics biomarkers) in cancer.

Survival Prediction whole slide images

Data-Centric Foundation Models in Computational Healthcare: A Survey

1 code implementation4 Jan 2024 Yunkun Zhang, Jin Gao, Zheling Tan, Lingfeng Zhou, Kexin Ding, Mu Zhou, Shaoting Zhang, Dequan Wang

The advent of foundation models (FMs) as an emerging suite of AI techniques has struck a wave of opportunities in computational healthcare.

Ethics

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