Výsledky vyhledávání

Report

MG-3D: Multi-Grained Knowledge-Enhanced 3D Medical Vision-Language Pre-training

Autor: Ni, Xuefeng, Wu, Linshan, Zhuang, Jiaxin, Wang, Qiong, Wu, Mingxiang, Vardhanabhuti, Varut, Zhang, Lihai, Gao, Hanyu, Chen, Hao

3D medical image analysis is pivotal in numerous clinical applications. However, the scarcity of labeled data and limited generalization capabilities hinder the advancement of AI-empowered models. Radiology reports are easily accessible and can serve

Externí odkaz: http://arxiv.org/abs/2412.05876

Zobrazit plný text záznamu

Report

SMiCRM: A Benchmark Dataset of Mechanistic Molecular Images

Autor: Leung, Ching Ting, Chen, Yufan, Gao, Hanyu

Optical chemical structure recognition (OCSR) systems aim to extract the molecular structure information, usually in the form of molecular graph or SMILES, from images of chemical molecules. While many tools have been developed for this purpose, chal

Externí odkaz: http://arxiv.org/abs/2407.18338

Zobrazit plný text záznamu

Report

MolNexTR: A Generalized Deep Learning Model for Molecular Image Recognition

Autor: Chen, Yufan, Leung, Ching Ting, Huang, Yong, Sun, Jianwei, Chen, Hao, Gao, Hanyu

In the field of chemical structure recognition, the task of converting molecular images into machine-readable data formats such as SMILES string stands as a significant challenge, primarily due to the varied drawing styles and conventions prevalent i

Externí odkaz: http://arxiv.org/abs/2403.03691

Zobrazit plný text záznamu

Akademický článek

How does paradoxical leadership affect employee adaptive performance? A moderated mediation model

Autor: Tan, Le, Hao, Po, Gao, Hanyu, Wojtczuk-Turek, Agnieszka

Publikováno v: Journal of Organizational Change Management, 2024, Vol. 37, Issue 7, pp. 1535-1558.

Externí odkaz: http://www.emeraldinsight.com/doi/10.1108/JOCM-03-2024-0152

Zobrazit plný text záznamu

Akademický článek

The manner in which you craft your job depends on the context: evidence from Poland and China

Autor: Wojtczuk-Turek, Agnieszka, Turek, Dariusz, Tan, Le, Gao, Hanyu

Publikováno v: Cross Cultural & Strategic Management, 2024, Vol. 31, Issue 4, pp. 584-610.

Externí odkaz: http://www.emeraldinsight.com/doi/10.1108/CCSM-05-2023-0081

Zobrazit plný text záznamu

Report

RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction

Autor: Yu, Yemin, Yuan, Luotian, Wei, Ying, Gao, Hanyu, Ye, Xinhai, Wang, Zhihua, Wu, Fei

Machine learning-assisted retrosynthesis prediction models have been gaining widespread adoption, though their performances oftentimes degrade significantly when deployed in real-world applications embracing out-of-distribution (OOD) molecules or rea

Externí odkaz: http://arxiv.org/abs/2312.10900

Zobrazit plný text záznamu