Machine learning for prediction of cutaneous adverse events in patients receiving antiePD-1 immunotherapy

被引:11
|
作者
Lewinson, Ryan T. [1 ,2 ]
Meyers, Daniel E. [3 ]
Vallerand, Isabelle A. [1 ]
Suo, Aleksi [3 ]
Dean, Michelle L. [3 ]
Cheng, Tina [3 ]
Bebb, Gwyn [3 ]
Morris, Don G. [3 ]
机构
[1] Univ Calgary, Div Dermatol, Calgary, AB, Canada
[2] Univ Calgary, Fac Kinesiol, Calgary, AB, Canada
[3] Univ Calgary, Dept Oncol, 1331 29th St NW, Calgary, AB T2N 4N2, Canada
关键词
D O I
10.1016/j.jaad.2020.04.069
中图分类号
R75 [皮肤病学与性病学];
学科分类号
100206 ;
摘要
[No abstract available]
引用
收藏
页码:183 / 185
页数:3
相关论文
共 50 条
  • [21] Machine Learning Prediction of On/Off Target-driven Clinical Adverse Events
    Cao, Albert
    Zhang, Luchen
    Bu, Yingzi
    Sun, Duxin
    PHARMACEUTICAL RESEARCH, 2024, 41 (08) : 1649 - 1658
  • [22] Machine learning models for prediction of adverse events after percutaneous coronary intervention
    Nozomi Niimi
    Yasuyuki Shiraishi
    Mitsuaki Sawano
    Nobuhiro Ikemura
    Taku Inohara
    Ikuko Ueda
    Keiichi Fukuda
    Shun Kohsaka
    Scientific Reports, 12
  • [23] Machine learning models for prediction of adverse events after percutaneous coronary intervention
    Niimi, Nozomi
    Shiraishi, Yasuyuki
    Sawano, Mitsuaki
    Ikemura, Nobuhiro
    Inohara, Taku
    Ueda, Ikuko
    Fukuda, Keiichi
    Kohsaka, Shun
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [24] Associations between cutaneous and non-cutaneous adverse effects in patients with Melanoma receiving immunotherapy: A retrospective chart review
    Supapannachart, K. J.
    Francois, S.
    Yeung, H.
    Chen, S.
    JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2021, 141 (09) : B18 - B18
  • [25] Association of antibiotic treatment with immune-related adverse events in patients with cancer receiving immunotherapy
    Jing, Ying
    Chen, Xue
    Li, Kunyan
    Liu, Yaoming
    Zhang, Zhao
    Chen, Yiqing
    Liu, Yuan
    Wang, Yushu
    Lin, Steven H.
    Diao, Lixia
    Wang, Jing
    Lou, Yanyan
    Johnson, Douglas B.
    Chen, Xiang
    Liu, Hong
    Han, Leng
    JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2022, 10 (01)
  • [26] Cutaneous adverse events in patients receiving anticancer therapy in a tertiary hospital setting: the old and the new
    Suh, Hae-Jin
    Florez, Angeles
    Sacristan, Victor
    Rodriguez Martinez, Angeles
    Fernandez, Francisca
    Vilanova-Trillo, Lucia
    Constenla, Manuel
    Pereiro, Manuel
    INTERNATIONAL JOURNAL OF DERMATOLOGY, 2021, 60 (02) : 208 - 216
  • [27] Machine Learning Based Predictive Modeling of Pneumonitis in Patients Receiving Radiotherapy and Immunotherapy
    Singh, D.
    Jabbour, S. K.
    Reyhan, M. L.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2024, 120 (02): : E63 - E64
  • [28] Prediction of adverse cardiac events in emergency department patients with chest pain using machine learning for variable selection
    Nan Liu
    Zhi Xiong Koh
    Junyang Goh
    Zhiping Lin
    Benjamin Haaland
    Boon Ping Ting
    Marcus Eng Hock Ong
    BMC Medical Informatics and Decision Making, 14
  • [29] Prediction of adverse cardiac events in emergency department patients with chest pain using machine learning for variable selection
    Liu, Nan
    Koh, Zhi Xiong
    Goh, Junyang
    Lin, Zhiping
    Haaland, Benjamin
    Ting, Boon Ping
    Ong, Marcus Eng Hock
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2014, 14
  • [30] Behavioral adverse events in patients receiving levetiracetam
    Sadek, AH
    Kanner, A
    Montouris, G
    Fix, A
    French, J
    NEUROLOGY, 2002, 58 (07) : A297 - A297