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

Developing a Multimodal Screening Algorithm for Mild Cognitive Impairment and Early Dementia in Home Health Care: Protocol for a Cross-Sectional Case-Control Study Using Speech Analysis, Large Language Models, and Electronic Health Records

开发用于家庭医疗保健中轻度认知障碍和早期痴呆症的多模态筛查算法：使用语音分析、大型语言模型和电子健康记录的横断面病例对照研究方案

期刊:JMIR Research Protocols
影响因子:1.5
doi:10.2196/82731
Zolnoori, Maryam
神经科学
发表日期：2026
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Large Language Model Adaptation Strategies in Speech-Based Cognitive Screening: Systematic Evaluation

语音认知筛查中大型语言模型适应策略：系统评价

期刊:
影响因子:
doi:10.2196/82608
Taherinezhad, Fatemeh; Momeni Nezhad, Mohamad Javad; Karimi, Sepehr; Rashidi, Sina; Zolnour, Ali; Dadkhah, Maryam; Haghbin, Yasaman; Azadmaleki, Hossein; Zolnoori, Maryam
神经科学
发表日期：2026
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SpeechCARE: dynamic multimodal modeling for cognitive screening in diverse linguistic and speech task contexts

SpeechCARE：用于在各种语言和言语任务情境中进行认知筛查的动态多模态建模

期刊:npj Digital Medicine
影响因子:15.1
doi:10.1038/s41746-025-02026-x
Azadmaleki, Hossein; Haghbin, Yasaman; Rashidi, Sina; Momeni Nezhad, Mohammad Javad; Zolnour, Ali; Zolnoori, Maryam
神经科学
发表日期：2025
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LLMCARE: early detection of cognitive impairment via transformer models enhanced by LLM-generated synthetic data

LLMCARE：利用LLM生成的合成数据增强Transformer模型，实现认知障碍的早期检测

期刊:Frontiers in Artificial Intelligence
影响因子:4.7
doi:10.3389/frai.2025.1669896
Zolnour, Ali; Azadmaleki, Hossein; Haghbin, Yasaman; Taherinezhad, Fatemeh; Nezhad, Mohamad Javad Momeni; Rashidi, Sina; Khani, Masoud; Taleban, AmirSajjad; Sani, Samin Mahdizadeh; Dadkhah, Maryam; Noble, James M; Bakken, Suzanne; Yaghoobzadeh, Yadollah; Vahabie, Abdol-Hossein; Rouhizadeh, Masoud; Zolnoori, Maryam
神经科学
发表日期：2025
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Beyond electronic health record data: leveraging natural language processing and machine learning to uncover cognitive insights from patient-nurse verbal communications

超越电子健康记录数据：利用自然语言处理和机器学习从患者与护士的口头交流中挖掘认知洞察

期刊:Journal of the American Medical Informatics Association
影响因子:4.6
doi:10.1093/jamia/ocae300
Zolnoori, Maryam; Zolnour, Ali; Vergez, Sasha; Sridharan, Sridevi; Spens, Ian; Topaz, Maxim; Noble, James M; Bakken, Suzanne; Hirschberg, Julia; Bowles, Kathryn; Onorato, Nicole; McDonald, Margaret V
神经科学
发表日期：2025
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Does synthetic data augmentation improve the performances of machine learning classifiers for identifying health problems in patient-nurse verbal communications in home healthcare settings?

合成数据增强能否提高机器学习分类器在识别家庭医疗保健环境中患者与护士口头交流中的健康问题方面的性能？

期刊:
影响因子:
doi:10.1111/jnu.13004
Scroggins, Jihye Kim; Topaz, Maxim; Song, Jiyoun; Zolnoori, Maryam
发表日期：2025
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Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare

利用患者与护士的口头沟通构建风险识别模型：家庭医疗保健中缺失的关键数据流

期刊:Journal of the American Medical Informatics Association
影响因子:4.6
doi:10.1093/jamia/ocad195
Zolnoori, Maryam; Sridharan, Sridevi; Zolnour, Ali; Vergez, Sasha; McDonald, Margaret V; Kostic, Zoran; Bowles, Kathryn H; Topaz, Maxim
发表日期：2024
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Decoding disparities: evaluating automatic speech recognition system performance in transcribing Black and White patient verbal communication with nurses in home healthcare

解码差异：评估自动语音识别系统在转录黑人和白人患者与家庭医疗保健护士的口头交流方面的性能

期刊:JAMIA Open
影响因子:3.4
doi:10.1093/jamiaopen/ooae130
Zolnoori, Maryam; Vergez, Sasha; Xu, Zidu; Esmaeili, Elyas; Zolnour, Ali; Anne Briggs, Krystal; Scroggins, Jihye Kim; Hosseini Ebrahimabad, Seyed Farid; Noble, James M; Topaz, Maxim; Bakken, Suzanne; Bowles, Kathryn H; Spens, Ian; Onorato, Nicole; Sridharan, Sridevi; McDonald, Margaret V
发表日期：2024
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A risk identification model for detection of patients at risk of antidepressant discontinuation

用于识别有抗抑郁药停药风险患者的风险识别模型

期刊:Frontiers in Artificial Intelligence
影响因子:4.7
doi:10.3389/frai.2023.1229609
Zolnour, Ali; Eldredge, Christina E; Faiola, Anthony; Yaghoobzadeh, Yadollah; Khani, Masoud; Foy, Doreen; Topaz, Maxim; Kharrazi, Hadi; Fung, Kin Wah; Fontelo, Paul; Davoudi, Anahita; Tabaie, Azade; Breitinger, Scott A; Oesterle, Tyler S; Rouhizadeh, Masoud; Zonnor, Zahra; Moen, Hans; Patrick, Timothy B; Zolnoori, Maryam
神经科学
发表日期：2023
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Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings

说话的是病人还是护士？病人-护士录音中的说话者类型自动识别

期刊:Journal of the American Medical Informatics Association
影响因子:4.6
doi:10.1093/jamia/ocad139
Zolnoori, Maryam; Vergez, Sasha; Sridharan, Sridevi; Zolnour, Ali; Bowles, Kathryn; Kostic, Zoran; Topaz, Maxim
发表日期：2023
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