A Deep Learning-Based Pathomics Methodology for Quantifying and Characterizing Nucleated Cells in the Bone Marrow Microenvironment

被引:0
|
作者
Krichevsky, Spencer [1 ,2 ]
Ouseph, Madhu M. [3 ]
Zhang, Yuwei [1 ]
Abu-Zeinah, Ghaith [2 ]
Scandura, Joseph M. [2 ]
Gupta, Rajarsi [1 ]
机构
[1] SUNY Stony Brook, Dept Biomed Informat, Stony Brook, NY USA
[2] Weill Cornell Med, Richard T Silver MD Myeloproliferat Neoplasms Ctr, New York, NY USA
[3] New York Presbyterian Hosp, Dept Pathol & Lab Med, Weill Cornell Med, New York, NY USA
关键词
D O I
10.1182/blood-2023-191272
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Deep Learning-Based Leukemia Diagnosis from Bone Marrow Images
    Zhinin-Vera, Luis
    Moya, Alejandro
    Pretel, Elena
    Astudillo, Jaime
    Jimenez-Ruescas, Javier
    INFORMATION AND COMMUNICATION TECHNOLOGIES, TICEC 2024, 2025, 2273 : 71 - 85
  • [2] Image-Based Characterization of the Bone Marrow Microenvironment with Deep Learning Methods
    Gomariz, Alvaro
    Helbling, Patrick
    Isringhausen, Stephan
    Suessbier, Ute
    Manz, Markus G.
    Goksel, Orcun
    Nombela-Arrieta, Cesar
    SWISS MEDICAL WEEKLY, 2019, 149 : 26S - 26S
  • [3] A deep learning-based computational prediction model for characterizing cellular biomarker distribution in tumor microenvironment
    Peng, Zhengyao
    Bian, Chang
    Du, Yang
    Tian, Jie
    MEDICAL IMAGING 2022: DIGITAL AND COMPUTATIONAL PATHOLOGY, 2022, 12039
  • [4] High-accuracy morphological identification of bone marrow cells using deep learning-based Morphogo system
    Zhanwu Lv
    Xinyi Cao
    Xinyi Jin
    Shuangqing Xu
    Huangling Deng
    Scientific Reports, 13
  • [5] High-accuracy morphological identification of bone marrow cells using deep learning-based Morphogo system
    Lv, Zhanwu
    Cao, Xinyi
    Jin, Xinyi
    Xu, Shuangqing
    Deng, Huangling
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [6] Comprehensive bone marrow analysis integrating deep learning-based pattern discovery (BMDeep)
    Pontones, M.
    Hoefener, H.
    Kock, F.
    Schwen, L.
    Westphal, M.
    Dickel, N.
    Kunz, M.
    Metzler, M.
    KLINISCHE PADIATRIE, 2022, 234 (03): : 190 - 190
  • [7] The mosaic microenvironment of myeloma bone marrow trephine mapped by deep learning
    Hagos, Yeman Brhane
    Lecat, Catherine S. Y.
    Patel, Dominic
    Mikolajczak, Anna
    Thien-An Tran
    Lee, Lydia
    Rodriguez-Justo, Manuel
    Yong, Kwee
    Yuan, Yinyin
    CLINICAL LYMPHOMA MYELOMA & LEUKEMIA, 2022, 22 : S79 - S79
  • [8] A Deep Learning-Based Methodology for Precipitation Nowcasting With Radar
    Chen, Lei
    Cao, Yuan
    Ma, Leiming
    Zhang, Junping
    EARTH AND SPACE SCIENCE, 2020, 7 (02)
  • [9] Predicting Clinical Prognosis in Gastric Cancer Using Deep Learning-Based Analysis of Tissue Pathomics Images
    Liu, Long
    Zhang, Yu
    Zhao, Xiao-Hong
    Zhu, Min
    Liang, Jia-Wei
    Jiang, Zhen-Yu
    Zhang, Jinqiu
    Gan, Mei-Fu
    Mao, Xin-Li
    Li, Shao-Wei
    SSRN,
  • [10] Spatial Mapping of Myeloma Bone Marrow Microenvironment Using a Deep Learning Approach
    Lecat, Catherine S. Y.
    Hagos, Yeman Brhane
    Patel, Dominic
    Mikolajczak, Anna
    Tran, Thien-An
    Lee, Lydia Sarah Hui
    Rodriguez-Justo, Manuel
    Yuan, Yinyin
    Yong, Kwee
    BLOOD, 2023, 142