UNSTAINED WHITE BLOOD CELL CLASSIFICATION USING DEEP LEARNING

被引:0
|
作者
Yu, Hui [1 ,2 ]
Forster, Frank [3 ]
Panambur, Adarsh Bhandary [1 ,2 ]
Merino, Anna [4 ]
Maier, Andreas [1 ]
Marquardt, Gaby [2 ]
机构
[1] Friedrich Alexander Univ Erlangen Nuremberg, Pattern Recognit Lab, Erlangen, Germany
[2] Siemens Healthcare GmbH, Ctr Innovat Diagnost, Erlangen, Germany
[3] Siemens AG, Munich, Germany
[4] Hosp Clin Barcelona, Barcelona, Spain
关键词
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页码:132 / 133
页数:2
相关论文
共 50 条
  • [1] White Blood Cell Classification Using Deep Transfer Learning
    Sharvani, Ramineni
    Sahu, Bhawana
    Singh, Pradeep
    BIOMEDICAL ENGINEERING SCIENCE AND TECHNOLOGY, ICBEST 2023, 2024, 2003 : 220 - 232
  • [2] White Blood Cell Types Classification Using Deep Learning Models
    Bagido, Rufaidah Ali
    Alzahrani, Manar
    Arif, Muhammad
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2021, 21 (09): : 223 - 229
  • [3] White blood cell automatic classification using deep learning and optimized quaternion hybrid moments
    Tahiri, Mohamed Amine
    Hlouli, Fatima Zohra
    Bencherqui, Ahmed
    Karmouni, Hicham
    Amakdouf, Hicham
    Sayyouri, Mhamed
    Qjidaa, Hassan
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 86
  • [4] An improved deep learning based classification of human white blood cell images
    Siddique, Md Abu Ismail
    Bin Aziz, Abu Zahid
    Matin, Abdul
    PROCEEDINGS OF 2020 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (ICECE), 2020, : 149 - 152
  • [5] CLASSIFICATION OF MICROSCOPIC IMAGES OF UNSTAINED SKIN SAMPLES USING DEEP LEARNING APPROACH
    Rajitha, K., V
    Bhat, Sowmya
    Prakash, P. Y.
    Rao, Raghavendra
    Prasad, Keerthana
    2022 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (IEEE ISBI 2022), 2022,
  • [6] Classification of White blood cell using Deep Convolutional Neural Network
    Throngnumchai, Kan
    Lomvisai, Pitchayakom
    Tantasirin, Chayanan
    Phasukkit, Pattarapong
    2019 12TH BIOMEDICAL ENGINEERING INTERNATIONAL CONFERENCE (BMEICON 2019), 2019,
  • [7] Label-Free White Blood Cell Classification Using Refractive Index Tomography and Deep Learning
    Ryu, DongHun
    Kim, Jinho
    Lim, Daejin
    Min, Hyun-Seok
    Yoo, In Young
    Cho, Duck
    Park, YongKeun
    BME FRONTIERS, 2021, 2021
  • [8] Morphology Classification of Live Unstained Human Sperm Using Ensemble Deep Learning
    Shahali, Sahar
    Murshed, Mubasshir
    Spencer, Lindsay
    Tunc, Ozlem
    Pisarevski, Ludmila
    Conceicao, Jason
    Mclachlan, Robert
    O'Bryan, Moira K.
    Ackermann, Klaus
    Zander-Fox, Deirdre
    Neild, Adrian
    Nosrati, Reza
    ADVANCED INTELLIGENT SYSTEMS, 2024, 6 (11)
  • [9] Deep learning for few-shot white blood cell image classification and feature learning
    Deng, Yixiang
    Li, He
    COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION, 2023, 11 (06): : 2081 - 2091
  • [10] Automatic White Blood Cell Classification Using Pre-trained Deep Learning Models: ResNet and Inception
    Habibzadeh, Mehdi
    Jannesari, Mahboobeh
    Rezaei, Zahra
    Baharvand, Hossein
    Totonchi, Mehdi
    TENTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2017), 2018, 10696