Development and Accuracy of Natural Language Processing-based Expression Matching to Identify and Classify Cardiomyopathy from Cardiovascular Magnetic Resonance Reports

被引：0
|
作者：
Shenoy, Ujwala
Zhang, Lu
Jha, Mawra
Kwong, Raymond
Manning, Warren
Nezafat, Reza
Tsao, Connie
机构：
来源：
CIRCULATION | 2024年 / 150卷
关键词：
D O I：
10.1161/circ.150.suppl_1.4140236
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
4140236
引用
收藏
页数：4
相关论文
共 50 条
  • [1] An Automated Natural Language Processing Algorithm to Classify Magnetic Resonance Imaging Reports Containing Positive Diagnoses of Hypertrophic Cardiomyopathy
    Moon, Sungrim
    Sagheb, Elham
    Liu, Sijia
    Chen, David
    Bos, Martijn
    Geske, Jeffrey B.
    Noseworthy, Peter A.
    Ackerman, Michael J.
    Shellum, Jane L.
    Chaudhry, Rajeev
    Ommen, Steve R.
    Araoz, Philip A.
    Nishimura, Rick A.
    Liu, Hongfang
    Arruda-Olson, Adelaide
    CIRCULATION, 2019, 140
  • [2] Natural language processing for identification of hypertrophic cardiomyopathy patients from cardiac magnetic resonance reports
    Dewaswala, Nakeya
    Chen, David
    Bhopalwala, Huzefa
    Kaggal, Vinod C.
    Murphy, Sean P.
    Bos, J. Martijn
    Geske, Jeffrey B.
    Gersh, Bernard J.
    Ommen, Steve R.
    Araoz, Philip A.
    Ackerman, Michael J.
    Arruda-Olson, Adelaide M.
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2022, 22 (01)
  • [3] Natural language processing for identification of hypertrophic cardiomyopathy patients from cardiac magnetic resonance reports
    Nakeya Dewaswala
    David Chen
    Huzefa Bhopalwala
    Vinod C. Kaggal
    Sean P. Murphy
    J. Martijn Bos
    Jeffrey B. Geske
    Bernard J. Gersh
    Steve R. Ommen
    Philip A. Araoz
    Michael J. Ackerman
    Adelaide M. Arruda-Olson
    BMC Medical Informatics and Decision Making, 22
  • [4] Extracting hypertrophic cardiomyopathy features from cardiac magnetic resonance reports by natural language processing
    Dewaswala-Bhopalwala, N.
    Chen, D.
    Bhopalwala, H.
    Pour, S. Hossein
    Moon, S.
    Bos, D.
    Scott, C.
    Geske, J.
    Noseworthy, P.
    Ommen, S. R.
    Erickson, B. J.
    Araoz, P. A.
    Nishimura, R. A.
    Ackerman, M. J.
    Arruda-Olson, A. M.
    EUROPEAN HEART JOURNAL, 2020, 41 : 199 - 199
  • [5] Development of a natural language processing algorithm for the detection of spinal metastasis based on magnetic resonance imaging reports
    Mostafa, Evan
    Hui, Aaron
    Aasman, Boudewijn
    Chowdary, Kamlesh
    Mani, Kyle
    Mardakhaev, Edward
    Zampolin, Richard
    Blumfield, Einat
    Berman, Jesse
    Ramos, Rafael De La Garza
    Fourman, Mitchell
    Yassari, Reza
    Eleswarapu, Ananth
    Mirhaji, Parsa
    NORTH AMERICAN SPINE SOCIETY JOURNAL, 2024, 19
  • [6] ASO Author Reflections: Development of Natural Language Processing-Based Machine-Learning Algorithms to Identify Pathologic Complete Response from Surgical Pathology Reports
    Wu, Guosong
    Cheligeer, Cheligeer
    Xu, Yuan
    ANNALS OF SURGICAL ONCOLOGY, 2023, 30 (04) : 2104 - 2105
  • [7] ASO Author Reflections: Development of Natural Language Processing-Based Machine-Learning Algorithms to Identify Pathologic Complete Response from Surgical Pathology Reports
    Guosong Wu
    Cheligeer Cheligeer
    Yuan Xu
    Annals of Surgical Oncology, 2023, 30 : 2104 - 2105
  • [8] Natural Language Processing to identify pneumonia from radiology reports
    Dublin, Sascha
    Baldwin, Eric
    Walker, Rod L.
    Christensen, Lee M.
    Haug, Peter J.
    Jackson, Michael L.
    Nelson, Jennifer C.
    Ferraro, Jeffrey
    Carrell, David
    Chapman, Wendy W.
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2013, 22 (08) : 834 - 841
  • [9] PERFORMANCE AND ACCURACY OF NATURAL LANGUAGE PROCESSING TO IDENTIFY DISEASE ETIOLOGY FROM NON-STRUCTURED CARDIAC MAGNETIC RESONANCE IMAGING ELECTRONIC MEDICAL RECORD REPORTS
    Kocyigit, Duygu
    Milinovich, Alex
    Lee, Chan M.
    Silverman, Micheal
    Ahmad, Maleeha
    Hanna, Mazen
    Gabrovesk, Andrej
    Jin, Jian
    Tang, W. H. Wilson
    Grimm, Richard A.
    Cho, Leslie
    Griffin, Brian P.
    Flamm, Scott D.
    Kwon, Deborah
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2020, 75 (11) : 3639 - 3639
  • [10] NATURAL LANGUAGE PROCESSING BASED MACHINE LEARNING MODEL USING CARDIAC MRI REPORTS TO IDENTIFY HYPERTROPHIC CARDIOMYOPATHY PATIENTS
    Sundaram, Divaakar Siva Baala
    Arunachalam, Shivaram P.
    Damani, Devanshi N.
    Farahani, Nasibeh Z.
    Enayati, Moein
    Pasupathy, Kalyan S.
    Arruda-Olson, Adelaide M.
    PROCEEDINGS OF THE 2021 DESIGN OF MEDICAL DEVICES CONFERENCE (DMD2021), 2021,
12345