Search Results for author: Siyuan Jiang

Found 6 papers, 3 papers with code

Automatic nodule identification and differentiation in ultrasound videos to facilitate per-nodule examination

no code implementations10 Oct 2023 Siyuan Jiang, Yan Ding, Yuling Wang, Lei Xu, Wenli Dai, Wanru Chang, Jianfeng Zhang, Jie Yu, Jianqiao Zhou, Chunquan Zhang, Ping Liang, Dexing Kong

Ultrasound is a vital diagnostic technique in health screening, with the advantages of non-invasive, cost-effective, and radiation free, and therefore is widely applied in the diagnosis of nodules.

DSDP: A Blind Docking Strategy Accelerated by GPUs

no code implementations16 Mar 2023 Yupeng Huang, Hong Zhang, Siyuan Jiang, Dajiong Yue, Xiaohan Lin, Jun Zhang, Yi Qin Gao

In this study, we take the advantage of both traditional and machine-learning based methods, and present a method Deep Site and Docking Pose (DSDP) to improve the performance of blind docking.

Blind Docking Drug Discovery

A Neural Model for Generating Natural Language Summaries of Program Subroutines

2 code implementations5 Feb 2019 Alexander LeClair, Siyuan Jiang, Collin McMillan

In this paper, we present a neural model that combines words from code with code structure from an AST.

Software Engineering

Automatically Generating Commit Messages from Diffs using Neural Machine Translation

1 code implementation30 Aug 2017 Siyuan Jiang, Ameer Armaly, Collin McMillan

We trained an NMT algorithm using a corpus of diffs and human-written commit messages from the top 1k Github projects.

Machine Translation NMT +1

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