Physician- and Machine-learning of Radiographic Assessment of Lung Edema (RALE) Scores in Acute Hypoxemic Respiratory Failure

被引:0
|
作者
Golubykh, K. [1 ]
Mirza, T. M. [2 ]
Qurashi, H. [3 ]
Al-Yousif, N. [4 ]
Komanduri, S. [5 ]
Ramesh, N. [6 ]
Abourizk, N. [1 ]
Korzhuk, A. [1 ]
Halimat, L. [1 ]
Mitchell, K. J. [7 ]
Dietz, C. M. [8 ]
Hoffelder, M. [9 ]
Joyce, R. [10 ]
Fitzgerald, G. [11 ]
Brandt, C. [12 ]
Hughes, E. [13 ]
Kitsios, G.
机构
[1] UPMC Harrisburg, Internal Med, Harrisburg, PA USA
[2] Univ Pittsburgh, Med Ctr, Internal Med, Harrisburg, PA USA
[3] UPMC, Internal Med, Pittsburgh, PA USA
[4] Univ Pittsburgh, Med Ctr Mercy, Crit Care, Pittsburgh, PA USA
[5] UPMC Harrisburg, Cardiol, Harrisburg, PA USA
[6] UPMC Pinnacle, Pulm Crit Care & Sleep Med, Harrisburg, PA USA
[7] Johns Hopkins Univ, MS Comp Sci, Baltimore, MD USA
[8] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
[9] Notre Dame Univ, MS Elect Engn, Notre Dam, IL USA
[10] Mt Holyoke Coll, BS Data Sci, Springfield, MA USA
[11] Mt Holyoke Coll, BS Comp Sci, Harrisburg, PA USA
[12] Mt Holyoke Coll, BS Comp Sci, Springfield, MA USA
[13] Carnegie Mellon Univ, MS Elect & Comp Engn, Pittsburgh, PA 15213 USA
关键词
D O I
暂无
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
A1695
引用
收藏
页数:2
相关论文
共 12 条
  • [1] CORRELATION OF RADIOGRAPHIC ASSESSMENT OF THE QUANTITY OF LUNG EDEMA (RALE) SCORES AND ARDS SEVERITY
    Marte, Natalie
    Kileci, John
    Siddiqi, M. Faisal
    Alvarez, Martha Catalina Morales
    Shirane, Risako
    Lee, Young Im
    CHEST, 2019, 156 (04) : 14A - 14A
  • [2] The Radiographic Assessment of Lung Edema (RALE) Score Is Associated With Impaired Oxygenation and Inflammatory Biomarkers in Pediatric Acute Respiratory Failure
    Whitney, J.
    Sallee, C. J.
    Mareboina, M.
    Sheu, K.
    Agus, M. S. D.
    Asaro, L.
    Raby, B. A.
    Sapru, A.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2024, 209
  • [3] Correlation of Oxygenation and Radiographic Assessment of Lung Edema (RALE) Score to Lung Ultrasound Score (LUS) in Acute Respiratory Distress Syndrome (ARDS) Patients in the Intensive Care Unit
    Todur, Pratibha
    Chaudhuri, Souvik
    Amara, Vedaghosh
    Srikant, N.
    Prakash, Prabha
    CANADIAN JOURNAL OF RESPIRATORY THERAPY, 2021, 57 (01): : 53 - 59
  • [4] Prospective Validation of a Machine-Learning Algorithm for Early Warning for Acute Respiratory Failure or Mortality
    Dahn, C.
    Wu, Y.
    Mirhaji, P.
    Gong, M. N.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2018, 197
  • [5] Inter-rater reliability and prognostic value of baseline Radiographic Assessment of Lung Edema (RALE) scores in observational cohort studies of inpatients with COVID-19
    Al-Yousif, Nameer
    Komanduri, Saketram
    Qurashi, Hafiz
    Korzhuk, Anatoliy
    Lawal, Halimat O.
    Abourizk, Nicholas
    Schaefer, Caitlin
    Mitchell, Kevin J.
    Dietz, Catherine M.
    Hughes, Ellen K.
    Brandt, Clara S.
    Fitzgerald, Georgia M.
    Joyce, Robin
    Chaudhry, Asmaa S.
    Kotok, Daniel
    Rivera, Jose D.
    Kim, Andrew, I
    Shettigar, Shruti
    Lavina, Allen
    Girard, Christine E.
    Gillenwater, Samantha R.
    Hadeh, Anas
    Bain, William
    Shah, Faraaz A.
    Bittner, Matthew
    Lu, Michael
    Prendergast, Niall
    Evankovich, John
    Golubykh, Konstantin
    Ramesh, Navitha
    Jacobs, Jana J.
    Kessinger, Cathy
    Methe, Barbara
    Lee, Janet S.
    Morris, Alison
    McVerry, Bryan J.
    Kitsios, Georgios D.
    BMJ OPEN, 2023, 13 (01): : e066626
  • [6] Early Prediction of ICU Mortality in Patients with Acute Hypoxemic Respiratory Failure Using Machine Learning: The MEMORIAL Study
    Villar, Jesus
    Gonzalez-Martin, Jesus M.
    Fernandez, Cristina
    Anon, Jose M.
    Ferrando, Carlos
    Mora-Ordonez, Juan M.
    Martinez, Domingo
    Mosteiro, Fernando
    Ambros, Alfonso
    Fernandez, Lorena
    Murcia, Isabel
    Vidal, Anxela
    Pestana, David
    Romera, Miguel A.
    Montiel, Raquel
    Dominguez-Berrot, Ana M.
    Soler, Juan A.
    Gomez-Bentolila, Estrella
    Steyerberg, Ewout W.
    Szakmany, Tamas
    JOURNAL OF CLINICAL MEDICINE, 2025, 14 (05)
  • [7] Retrospective Cohort of a Machine-Learning Algorithm for Early Warning for Acute Respiratory Failure or Mortality as it Relates to Hospital Readmisison
    Dahn, C.
    Wu, Y.
    Mirhaji, P.
    Gong, M. N.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2018, 197
  • [8] Association of Late Radiographic Assessment of Lung Edema Score with Clinical Outcome in Patients with Influenza-Associated Acute Respiratory Distress Syndrome
    Shen, Hsiao-Chin
    Chen, Chun-Chia
    Chen, Wei-Chih
    Yu, Wen-Kuang
    Yang, Kuang-Yao
    Chen, Yuh-Min
    DIAGNOSTICS, 2023, 13 (23)
  • [9] Identification of a pediatric acute hypoxemic respiratory failure signature in peripheral blood leukocytes at 24 hours post-ICU admission with machine learning
    Grunwell, Jocelyn R.
    Rad, Milad G.
    Ripple, Michael J.
    Yehya, Nadir
    Wong, Hector R.
    Kamaleswaran, Rishikesan
    FRONTIERS IN PEDIATRICS, 2023, 11
  • [10] Machine learning models compared with current clinical indices to predict the outcome of high flow nasal cannula therapy in acute hypoxemic respiratory failure
    Yu, Hang
    Saffaran, Sina
    Tonelli, Roberto
    Laffey, John G.
    Esquinas, Antonio M.
    de Lima, Lucas Martins
    Kawano-Dourado, Leticia
    Maia, Israel S.
    Cavalcanti, Alexandre Biasi
    Clini, Enrico
    Bates, Declan G.
    CRITICAL CARE, 2025, 29 (01)