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Journal of medical artificial intelligence最新文献

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Deep ensemble learning using a demographic machine learning risk stratifier for binary classification of skin lesions using dermatoscopic images 使用人口统计学机器学习风险分层器的深度集成学习，利用皮肤镜图像对皮肤病变进行二分类
Journal of medical artificial intelligence Pub Date : 2023-09-01 DOI: 10.21037/jmai-23-38
Ansh Roge, Patrick Ting, Andrew Chern, William Ting
{"title":"Deep ensemble learning using a demographic machine learning risk stratifier for binary classification of skin lesions using dermatoscopic images","authors":"Ansh Roge, Patrick Ting, Andrew Chern, William Ting","doi":"10.21037/jmai-23-38","DOIUrl":"https://doi.org/10.21037/jmai-23-38","url":null,"abstract":"Background: Skin lesion classification through dermatoscopic images is the most common method for non-invasive diagnostics of dermatologic conditions. Feature extraction through deep learning (DL) based convolutional neural networks (CNNs) provides insight into differential attributes of skin lesions that may pertain to its malignancy. In this study, we sought to improve the performance of standard CNN architectures in skin lesion classification by providing a machine learning (ML)-derived risk score from patient demographic data.","PeriodicalId":73815,"journal":{"name":"Journal of medical artificial intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135427672","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bridging artificial intelligence in medicine with generative pre-trained transformer (GPT) technology 将医学中的人工智能与生成预训练变换器（GPT）技术连接起来
Journal of medical artificial intelligence Pub Date : 2023-08-01 DOI: 10.21037/jmai-23-36
Ethan Waisberg, Joshua Ong, S. Kamran, M. Masalkhi, Nasif Zaman, Prithul Sarker, Andrew Lee, A. Tavakkoli
{"title":"Bridging artificial intelligence in medicine with generative pre-trained transformer (GPT) technology","authors":"Ethan Waisberg, Joshua Ong, S. Kamran, M. Masalkhi, Nasif Zaman, Prithul Sarker, Andrew Lee, A. Tavakkoli","doi":"10.21037/jmai-23-36","DOIUrl":"https://doi.org/10.21037/jmai-23-36","url":null,"abstract":"","PeriodicalId":73815,"journal":{"name":"Journal of medical artificial intelligence","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43759349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Comparison of predicted survival curves and personalized prognosis among cox regression and machine learning approaches in glioblastoma 胶质母细胞瘤cox回归和机器学习方法预测生存曲线和个性化预后的比较
Journal of medical artificial intelligence Pub Date : 2023-07-01 DOI: 10.21037/jmai-22-98
Thara Tunthanathip, T. Oearsakul
{"title":"Comparison of predicted survival curves and personalized prognosis among cox regression and machine learning approaches in glioblastoma","authors":"Thara Tunthanathip, T. Oearsakul","doi":"10.21037/jmai-22-98","DOIUrl":"https://doi.org/10.21037/jmai-22-98","url":null,"abstract":"","PeriodicalId":73815,"journal":{"name":"Journal of medical artificial intelligence","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48535377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ensuring that glaucoma clinical decision support meets the needs of providers and patients 确保青光眼临床决策支持满足提供者和患者的需求
Journal of medical artificial intelligence Pub Date : 2023-07-01 DOI: 10.21037/jmai-23-33
B. Baugh, B. Tullis, A. Asare, M. Zouache, Brian C. Stagg
{"title":"Ensuring that glaucoma clinical decision support meets the needs of providers and patients","authors":"B. Baugh, B. Tullis, A. Asare, M. Zouache, Brian C. Stagg","doi":"10.21037/jmai-23-33","DOIUrl":"https://doi.org/10.21037/jmai-23-33","url":null,"abstract":"","PeriodicalId":73815,"journal":{"name":"Journal of medical artificial intelligence","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46562041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Actions are needed to develop artificial intelligence for glaucoma diagnosis and treatment 需要采取行动开发青光眼诊断和治疗的人工智能
Journal of medical artificial intelligence Pub Date : 2023-07-01 DOI: 10.21037/jmai-23-37
T. Yoo
{"title":"Actions are needed to develop artificial intelligence for glaucoma diagnosis and treatment","authors":"T. Yoo","doi":"10.21037/jmai-23-37","DOIUrl":"https://doi.org/10.21037/jmai-23-37","url":null,"abstract":"","PeriodicalId":73815,"journal":{"name":"Journal of medical artificial intelligence","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"68339337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unlocking the potential of qualitative research for the implementation of artificial intelligence-enabled healthcare 释放定性研究的潜力，实现支持人工智能的医疗保健
Journal of medical artificial intelligence Pub Date : 2023-06-01 DOI: 10.21037/jmai-23-28
H. D. J. Hogg, M. Sendak, A. Denniston, P. Keane, G. Maniatopoulos
{"title":"Unlocking the potential of qualitative research for the implementation of artificial intelligence-enabled healthcare","authors":"H. D. J. Hogg, M. Sendak, A. Denniston, P. Keane, G. Maniatopoulos","doi":"10.21037/jmai-23-28","DOIUrl":"https://doi.org/10.21037/jmai-23-28","url":null,"abstract":"","PeriodicalId":73815,"journal":{"name":"Journal of medical artificial intelligence","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43637064","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Writing the paper “Unveiling artificial intelligence: an insight into ethics and applications in anesthesia” implementing the large language model ChatGPT: a qualitative study 撰写论文《揭开人工智能的面纱:对麻醉伦理与应用的洞察》，实施大型语言模型ChatGPT:定性研究
Journal of medical artificial intelligence Pub Date : 2023-06-01 DOI: 10.21037/jmai-23-13
M. Cascella, J. Montomoli, Valentina Bellini, A. Ottaiano, M. Santorsola, Francesco Perri, Francesco Sabbatino, Alessandro Vittori, E. Bignami
{"title":"Writing the paper “Unveiling artificial intelligence: an insight into ethics and applications in anesthesia” implementing the large language model ChatGPT: a qualitative study","authors":"M. Cascella, J. Montomoli, Valentina Bellini, A. Ottaiano, M. Santorsola, Francesco Perri, Francesco Sabbatino, Alessandro Vittori, E. Bignami","doi":"10.21037/jmai-23-13","DOIUrl":"https://doi.org/10.21037/jmai-23-13","url":null,"abstract":"","PeriodicalId":73815,"journal":{"name":"Journal of medical artificial intelligence","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45353894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Approximating femoral neck bone mineral density from hand, knee, and pelvis X-rays using deep learning 使用深度学习从手，膝盖和骨盆x射线近似股骨颈骨矿物质密度
Journal of medical artificial intelligence Pub Date : 2023-06-01 DOI: 10.21037/jmai-23-10
K. Golestan, Catriona A. Syme, A. Bilbily, S. Zuberi, M. Volkovs, T. Poutanen, Mark D Cicero
{"title":"Approximating femoral neck bone mineral density from hand, knee, and pelvis X-rays using deep learning","authors":"K. Golestan, Catriona A. Syme, A. Bilbily, S. Zuberi, M. Volkovs, T. Poutanen, Mark D Cicero","doi":"10.21037/jmai-23-10","DOIUrl":"https://doi.org/10.21037/jmai-23-10","url":null,"abstract":"","PeriodicalId":73815,"journal":{"name":"Journal of medical artificial intelligence","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46284741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Narrative review of open source, proprietary, and experimental artificial intelligence algorithms in radiology 放射学中开源、专有和实验人工智能算法的叙述性综述
Journal of medical artificial intelligence Pub Date : 2023-05-01 DOI: 10.21037/jmai-22-89
Alex R Ghorishi, Feyikemi Ogunfuwa, Tarek M. Ghaddar, Maya N. Kandah, Blake W. Smith, Quan Ta, Amaris Alayon, Per K. Amundson
{"title":"Narrative review of open source, proprietary, and experimental artificial intelligence algorithms in radiology","authors":"Alex R Ghorishi, Feyikemi Ogunfuwa, Tarek M. Ghaddar, Maya N. Kandah, Blake W. Smith, Quan Ta, Amaris Alayon, Per K. Amundson","doi":"10.21037/jmai-22-89","DOIUrl":"https://doi.org/10.21037/jmai-22-89","url":null,"abstract":"","PeriodicalId":73815,"journal":{"name":"Journal of medical artificial intelligence","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44544823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning models for automated interpretation of 12-lead electrocardiographic signals: a narrative review of techniques, challenges, achievements and clinical relevance 用于12导联心电图信号自动解释的机器学习模型:技术、挑战、成就和临床相关性的叙述性回顾
Journal of medical artificial intelligence Pub Date : 2023-05-01 DOI: 10.21037/jmai-22-94
Panteleimon Pantelidis, M. Bampa, E. Oikonomou, P. Papapetrou
{"title":"Machine learning models for automated interpretation of 12-lead electrocardiographic signals: a narrative review of techniques, challenges, achievements and clinical relevance","authors":"Panteleimon Pantelidis, M. Bampa, E. Oikonomou, P. Papapetrou","doi":"10.21037/jmai-22-94","DOIUrl":"https://doi.org/10.21037/jmai-22-94","url":null,"abstract":"","PeriodicalId":73815,"journal":{"name":"Journal of medical artificial intelligence","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43532853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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