Augmenting machine learning algorithms to predict mortality using patient-reported outcomes in oncology.

被引:0
|
作者
Parikh, Ravi Bharat
Schnall, Jill
Liu, Manqing
Gabriel, Peter Edward
Chivers, Corey
Draugelis, Michael
Ferrell, Will
Lerman, Caryn
Bekelman, Justin E.
Chen, Jinbo
机构
[1] Univ Penn, Philadelphia, PA 19104 USA
[2] Univ Southern Calif, Norris Comprehens Canc Ctr, Los Angeles, CA 90007 USA
基金
美国国家卫生研究院;
关键词
D O I
10.1200/JCO.2021.39.15_suppl.1510
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
1510
引用
收藏
页数:3
相关论文
共 50 条
  • [1] The impact of telemedicine on patient-reported outcomes in urologic oncology.
    Gadzinski, Adam John
    Abarro, Isabelle O.
    Stewart, Blair
    Gore, John L.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2021, 39 (06)
  • [2] The impact of telemedicine on patient-reported outcomes in urologic oncology.
    Gadzinski, Adam John
    Abarro, Isabelle O.
    Stewart, Blair
    Gore, John L.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2020, 38 (15)
  • [3] Adoption patterns of an electronic patient-reported outcomes tool in oncology.
    Polubriaginof, Fernanda C. G.
    Parekh, Priti K.
    Akella, Naga Ravi Shankar
    Stetson, Peter D.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2020, 38 (15)
  • [4] Patient-Reported Outcomes Predict Mortality in Lupus
    Azizoddin, Desiree R.
    Jolly, Meenakshi
    Arora, Shilpa
    Yelin, Ed
    Katz, Patricia
    [J]. ARTHRITIS CARE & RESEARCH, 2019, 71 (08) : 1028 - 1035
  • [5] Development of Machine Learning Algorithms Incorporating Electronic Health Record Data, Patient-Reported Outcomes, or Both to Predict Mortality for Outpatients With Cancer
    Parikh, Ravi B.
    Hasler, Jill S.
    Zhang, Yichen
    Liu, Manqing
    Chivers, Corey
    Ferrell, William
    Gabriel, Peter E.
    Lerman, Caryn
    Bekelman, Justin E.
    Chen, Jinbo
    [J]. JCO CLINICAL CANCER INFORMATICS, 2022, 6 : e2200073
  • [6] Patient-Reported Outcomes and Damage Predict Mortality in Lupus
    Azizoddin, Desiree R.
    Jolly, Meenakshi
    Katz, Patricia P.
    Yelin, Edward H.
    [J]. ARTHRITIS & RHEUMATOLOGY, 2017, 69
  • [7] Patient-reported outcomes in oncology
    Yamaguchi, Takuhiro
    [J]. ANNALS OF ONCOLOGY, 2018, 29 : 2 - 2
  • [8] Predicting Patient-Reported Outcomes Following Surgery Using Machine Learning
    Hassan, Abbas M.
    Biaggi-Ondina, Andrea
    Rajesh, Aashish
    Asaad, Malke
    Nelson, Jonas A.
    Coert, J. Henk
    Mehrara, Babak J.
    Butler, Charles E.
    [J]. AMERICAN SURGEON, 2023, 89 (01) : 31 - 35
  • [9] MACHINE LEARNING AND PATIENT-REPORTED OUTCOMES (PROS) IN ONCOLOGY: A SYSTEMATIC LITERATURE REVIEW ON METHODOLOGICAL QUALITY
    Krepper, D.
    Cesari, M.
    Hubel, N. J.
    Zelger, P.
    Sztankay, M. J.
    [J]. VALUE IN HEALTH, 2023, 26 (12) : S401 - S401
  • [10] Psychosocial profiles and their predictors in epilepsy using patient-reported outcomes and machine learning
    Josephson, Colin B.
    Engbers, Jordan D. T.
    Wang, Meng
    Perera, Kevin
    Roach, Pamela
    Sajobi, Tolulope T.
    Wiebe, Samuel
    [J]. EPILEPSIA, 2020, 61 (06) : 1201 - 1210