Search Results for author: Pengbo Xu

Found 2 papers, 0 papers with code

Unleashing the Infinity Power of Geometry: A Novel Geometry-Aware Transformer (GOAT) for Whole Slide Histopathology Image Analysis

no code implementations8 Feb 2024 Mingxin Liu, Yunzan Liu, Pengbo Xu, Jiquan Ma

The histopathology analysis is of great significance for the diagnosis and prognosis of cancers, however, it has great challenges due to the enormous heterogeneity of gigapixel whole slide images (WSIs) and the intricate representation of pathological features.

whole slide images

Bootstrapping OTS-Funcimg Pre-training Model (Botfip) -- A Comprehensive Symbolic Regression Framework

no code implementations18 Jan 2024 Tianhao Chen, Pengbo Xu, Haibiao Zheng

In the field of scientific computing, many problem-solving approaches tend to focus only on the process and final outcome, even in AI for science, there is a lack of deep multimodal information mining behind the data, missing a multimodal framework akin to that in the image-text domain.

regression Symbolic Regression

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