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
  • [21] A New Deep Learning-Based Methodology for Video Deepfake Detection Using XGBoost
    Ismail, Aya
    Elpeltagy, Marwa
    S. Zaki, Mervat
    Eldahshan, Kamal
    SENSORS, 2021, 21 (16)
  • [22] A novel discrete deep learning-based intelligent methodology for energy consumption classification
    Khashei, Mehdi
    Chahkoutahi, Fatemeh
    Bakhtiarvand, Negar
    ENERGY REPORTS, 2023, 9 : 4861 - 4871
  • [23] Deep Learning-Based Automated Measurement of Murine Bone Length in Radiographs
    Rong, Ruichen
    Denton, Kristin
    Jin, Kevin W.
    Quan, Peiran
    Wen, Zhuoyu
    Kozlitina, Julia
    Lyon, Stephen
    Wang, Aileen
    Wise, Carol A.
    Beutler, Bruce
    Yang, Donghan M.
    Li, Qiwei
    Rios, Jonathan J.
    Xiao, Guanghua
    BIOENGINEERING-BASEL, 2024, 11 (07):
  • [24] Deep Learning-Based Detection Method for Mitosis in Living Cells
    Ke Baosheng
    Li Ying
    Ren Zhenbo
    Di Jianglei
    Zhao Jianlin
    ACTA OPTICA SINICA, 2021, 41 (15)
  • [25] Deep Learning for Morphology-Based, Bone Marrow Cell Classification
    Sun, Shenghuan
    Cleave, Jacob
    Wang, Linlin
    Lucas, Fabienne
    Brown, Laura
    Spector, Jacob
    Boiocchi, Leonardo
    Baik, Jeeyeon
    Zhu, Menglei
    Ardon, Orly
    Lu, Chuanyi M.
    Dogan, Ahmet
    Goldgof, Dmitry
    Carmichael, Iain
    Prakash, Sonam
    Butte, Atul
    Goldgof, Gregory Mark
    BLOOD, 2023, 142
  • [26] Optimized deep learning networks for accurate identification of cancer cells in bone marrow
    Kandasamy, Venkatachalam
    Simic, Vladimir
    Bacanin, Nebojsa
    Pamucar, Dragan
    NEURAL NETWORKS, 2025, 181
  • [27] A deep learning method for counting white blood cells in bone marrow images
    Da Wang
    Maxwell Hwang
    Wei-Cheng Jiang
    Kefeng Ding
    Hsiao Chien Chang
    Kao-Shing Hwang
    BMC Bioinformatics, 22
  • [28] A deep learning method for counting white blood cells in bone marrow images
    Wang, Da
    Hwang, Maxwell
    Jiang, Wei-Cheng
    Ding, Kefeng
    Chang, Hsiao Chien
    Hwang, Kao-Shing
    BMC BIOINFORMATICS, 2021, 22 (SUPPL 5)
  • [29] Deep learning-based tomographic imaging of ECT for characterizing particle distribution in circulating fluidized bed
    Li, Jian
    Tang, Zheng
    Zhang, Biao
    Xu, Chuanlong
    AICHE JOURNAL, 2023, 69 (05)
  • [30] Deep learning-based image analysis of the histological Glasgow Microenvironment Score in patients with colorectal cancer
    Bigley, Christopher J.
    Waller, John
    Bigley, Alison
    Oien, Karin
    Edwards, Joanne
    Roseweir, Antonia
    CLINICAL CANCER RESEARCH, 2021, 27 (05)