Prediction of pathologic complete response to neoadjuvant chemotherapy using machine learning models in patients with breast cancer

被引：0
|
作者：
Ji-Yeon Kim
Eunjoo Jeon
Soonhwan Kwon
Hyungsik Jung
Sunghoon Joo
Youngmin Park
Se Kyung Lee
Jeong Eon Lee
Seok Jin Nam
Eun Yoon Cho
Yeon Hee Park
Jin Seok Ahn
Young-Hyuck Im
机构：
[1] Samsung Medical Center,Division of Hematology
[2] Sungkyunkwan University School of Medicine,Oncology, Department of Internal Medicine
[3] Department of Surgery,Department of Pathology, Samsung Medical Center
[4] Samsung Medical Center,undefined
[5] Sungkyunkwan University School of Medicine,undefined
[6] Sungkyunkwan University School of Medicine,undefined
[7] Digital Health Business Team,undefined
[8] Samsung SDS,undefined
来源：
Breast Cancer Research and Treatment | 2021年 / 189卷
关键词：
Breast cancer; Neoadjuvant chemotherapy; Machine learning; Pathologic complete response;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：747 / 757
页数：10
相关论文
共 50 条
  • [1] Prediction of pathologic complete response to neoadjuvant chemotherapy using machine learning models in patients with breast cancer
    Kim, Ji-Yeon
    Jeon, Eunjoo
    Kwon, Soonhwan
    Jung, Hyungsik
    Joo, Sunghoon
    Park, Youngmin
    Lee, Se Kyung
    Lee, Jeong Eon
    Nam, Seok Jin
    Cho, Eun Yoon
    Park, Yeon Hee
    Ahn, Jin Seok
    Im, Young-Hyuck
    BREAST CANCER RESEARCH AND TREATMENT, 2021, 189 (03) : 747 - 757
  • [2] Predicting pathologic complete response to neoadjuvant chemotherapy in breast cancer using a machine learning approach
    Fangyuan Zhao
    Eric Polley
    Julian McClellan
    Frederick Howard
    Olufunmilayo I. Olopade
    Dezheng Huo
    Breast Cancer Research, 26 (1)
  • [3] Machine Learning Models and Multiparametric Magnetic Resonance Imaging for the Prediction of Pathologic Response to Neoadjuvant Chemotherapy in Breast Cancer
    Herrero Vicent, Carmen
    Tudela, Xavier
    Moreno Ruiz, Paula
    Pedralva, Victor
    Jimenez Pastor, Ana
    Ahicart, Daniel
    Rubio Novella, Silvia
    Meneu, Isabel
    Montes Albuixech, Angela
    Angel Santamaria, Miguel
    Fonfria, Maria
    Fuster-Matanzo, Almudena
    Olmos Anton, Santiago
    Martinez de Duenas, Eduardo
    CANCERS, 2022, 14 (14)
  • [4] Multimodal deep learning models for the prediction of pathologic response to neoadjuvant chemotherapy in breast cancer
    Joo, Sunghoon
    Ko, Eun Sook
    Kwon, Soonhwan
    Jeon, Eunjoo
    Jung, Hyungsik
    Kim, Ji-Yeon
    Chung, Myung Jin
    Im, Young-Hyuck
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [5] Multimodal deep learning models for the prediction of pathologic response to neoadjuvant chemotherapy in breast cancer
    Sunghoon Joo
    Eun Sook Ko
    Soonhwan Kwon
    Eunjoo Jeon
    Hyungsik Jung
    Ji-Yeon Kim
    Myung Jin Chung
    Young-Hyuck Im
    Scientific Reports, 11
  • [6] Bisphosphonates and Pathologic Complete Response to Neoadjuvant Chemotherapy in Patients with Breast Cancer
    Gregor, M. Chavez-Mac
    Brown, E. N.
    Lei, X.
    Hsu, L.
    Meric-Bernstam, F.
    Litton, J.
    Mittendorf, E. A.
    Valero, V.
    Hortobagyi, G. N.
    Gonzalez-Angulo, A. M.
    CANCER RESEARCH, 2010, 70
  • [7] Complete Breast MRI Response to Neoadjuvant Chemotherapy and Prediction of Pathologic Complete Response
    Chen, Christina A.
    Hayward, Jessica H.
    Woodard, Genevieve A.
    Ray, Kimberly M.
    Starr, Christopher J.
    Hylton, Nola M.
    Joe, Bonnie N.
    Lee, Amie Y.
    JOURNAL OF BREAST IMAGING, 2019, 1 (03) : 217 - 222
  • [8] Prediction of Pathologic Complete Response to Neoadjuvant Chemoradiation in the Treatment of Esophageal Cancer Using Machine Learning
    Macomber, M. W.
    Samareh, A.
    Chaovalitwongse, W. A.
    Bowen, S. R.
    Patel, S. A.
    Zeng, J.
    Nyflot, M.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2016, 96 (02): : E699 - E699
  • [9] Prediction of axillary pathologic response with breast pathologic complete response after neoadjuvant chemotherapy
    Hee Jun Choi
    Jai Min Ryu
    Isaac Kim
    Seok Jin Nam
    Seok Won Kim
    Jonghan Yu
    Jeong Eon Lee
    Se Kyung Lee
    Breast Cancer Research and Treatment, 2019, 176 : 591 - 596
  • [10] Prediction of axillary pathologic response with breast pathologic complete response after neoadjuvant chemotherapy
    Choi, Hee Jun
    Ryu, Jai Min
    Kim, Isaac
    Nam, Seok Jin
    Kim, Seok Won
    Yu, Jonghan
    Lee, Jeong Eon
    Lee, Se Kyung
    BREAST CANCER RESEARCH AND TREATMENT, 2019, 176 (03) : 591 - 596
12345