日期 影响因子
日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:
–

A machine learning approach to genome-wide association mapping of disease resistance and geographic origin in sorghum

利用机器学习方法对高粱的抗病性和地理起源进行全基因组关联作图

期刊:BMC Plant Biology
影响因子:4.8
doi:10.1186/s12870-026-08468-z
Ahn, Ezekiel; Baek, Insuck; Park, Sunchung; Prom, Louis K; Lim, Seunghyun; Jang, Jae Hee; Hong, Seok Min; Kim, Moon S; Meinhardt, Lyndel W; Magill, Clint
发表日期：2026
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Explainable deep learning framework for fecal contamination detection on chicken eggshells via portable fluorescence imaging under ambient light

基于可解释深度学习框架，利用便携式荧光成像技术在环境光下检测鸡蛋壳上的粪便污染

期刊:Poultry Science
影响因子:4.2
doi:10.1016/j.psj.2026.106868
Baek, Insuck; Kandpal, Lalit Mohan; Hwang, Chansong; Oh, Sookyung; Collo, Laura P Del; Santín, Mónica; Haley, Bradd J; Sharma, Manan; Patel, Jitu; Qin, Jianwei; Vasefi, Fartash; Kim, Moon
IF
发表日期：2026
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Short-Wavelength Infrared Hyperspectral Imaging and Spectral Unmixing Techniques for Detection and Distribution of Pesticide Residues on Edible Perilla Leaves

短波红外高光谱成像和光谱解混技术在食用紫苏叶片上农药残留检测与分布中的应用

期刊:Foods
影响因子:5.1
doi:10.3390/foods14162864
Semyalo, Dennis; Joshi, Rahul; Kim, Yena; Omia, Emmanuel; Alal, Lorna Bridget; Kim, Moon S; Baek, Insuck; Cho, Byoung-Kwan
发表日期：2025
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Spatial patterning of chloroplasts and stomata in developing cacao leaves

可可叶片发育过程中叶绿体和气孔的空间分布格局

期刊:Communications Biology
影响因子:5.1
doi:10.1038/s42003-025-08019-6
Baek, Insuck; Lim, Seunghyun; Weerarathne, Visna; Lee, Dongho; Botkin, Jacob; Kirubakaran, Silvas; Park, Sunchung; Kim, Moon S; Meinhardt, Lyndel W; Ahn, Ezekiel
发育与干细胞
发表日期：2025
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Integrated phenotypic analysis, predictive modeling, and identification of novel trait-associated loci in a diverse Theobroma cacao collection

对多样化的可可树种群进行表型分析、预测建模和新型性状相关基因位点的鉴定

期刊:BMC Plant Biology
影响因子:4.8
doi:10.1186/s12870-025-07128-y
Baek, Insuck; Cha, Minhyeok; Lim, Seunghyun; Irish, Brian M; Oh, Sookyung; Bhatt, Jishnu; Upadhyay, Rakesh K; Kim, Moon S; Meinhardt, Lyndel W; Park, Sunchung; Ahn, Ezekiel
发表日期：2025
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Recent Trends in Machine Learning, Deep Learning, Ensemble Learning, and Explainable Artificial Intelligence Techniques for Evaluating Crop Yields Under Abnormal Climate Conditions

机器学习、深度学习、集成学习和可解释人工智能技术在异常气候条件下评估作物产量方面的最新进展

期刊:Plants-Basel
影响因子:4.1
doi:10.3390/plants14182841
Choi, Ji Won; Hidayat, Mohamad Soleh; Cho, Soo Been; Hwang, Woon-Ha; Lee, Hoonsoo; Cho, Byoung-Kwan; Kim, Moon S; Baek, Insuck; Kim, Geonwoo
发表日期：2025
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Detection of Abiotic Stress in Potato and Sweet Potato Plants Using Hyperspectral Imaging and Machine Learning

利用高光谱成像和机器学习检测马铃薯和甘薯植株的非生物胁迫

期刊:Plants-Basel
影响因子:4.1
doi:10.3390/plants14193049
Park, Min-Seok; Faqeerzada, Mohammad Akbar; Jang, Sung Hyuk; Kim, Hangi; Lee, Hoonsoo; Kim, Geonwoo; Cho, Young-Son; Hwang, Woon-Ha; Kim, Moon S; Baek, Insuck; Cho, Byoung-Kwan
发表日期：2025
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Pathogen-specific stomatal responses in cacao leaves to Phytophthora megakarya and Rhizoctonia solani

可可叶片对巨型疫霉和立枯丝核菌的病原特异性气孔反应

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-025-94859-5
Baek, Insuck; Lim, Seunghyun; Jang, Jae Hee; Hong, Seok Min; Prom, Louis K; Kirubakaran, Silvas; Cohen, Stephen P; Lakshman, Dilip; Kim, Moon S; Meinhardt, Lyndel W; Park, Sunchung; Ahn, Ezekiel
发表日期：2025
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Machine learning-driven GWAS uncovers novel candidate genes for resistance to frosty pod rot and witches' broom disease in cacao

机器学习驱动的全基因组关联分析揭示了可可豆抗霜霉病和女巫扫帚病的新候选基因

期刊:Plant Genome
影响因子:3.8
doi:10.1002/tpg2.70069
Ahn, Ezekiel; Park, Sunchung; Baek, Insuck; Lee, Dongho; Bhatt, Jishnu; Lim, Seunghyun; Jang, Jae Hee; Zhang, Dapeng; Kim, Moon S; Meinhardt, Lyndel W
发表日期：2025
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Cacao floral traits are shaped by the interaction of flower position with genotype

可可花性状受花朵位置与基因型相互作用的影响

期刊:Heliyon
影响因子:3.6
doi:10.1016/j.heliyon.2025.e42407
Lim, Seunghyun; Baek, Insuck; Hong, Seok Min; Lee, Yoonjung; Kirubakaran, Silvas; Kim, Moon S; Meinhardt, Lyndel W; Park, Sunchung; Ahn, Ezekiel
发表日期：2025
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