A transfer learning approach to identify Plasmodium in microscopic images

被引:0
|
作者
da Silva Ramos, Jonathan [1 ]
Vieira, Ivo Henrique Provensi [2 ,3 ]
Rocha, Wan Song [3 ,4 ]
Esquerdo, Rosimar Pires [2 ]
Watanabe, Carolina Yukari Veludo [1 ]
Zanchi, Fernando Berton [2 ,3 ,4 ]
机构
[1] Computer Science Department, Federal University of Rondônia (DACC/UNIR), Rondônia, Porto Velho, Brazil
[2] Laboratório de Bioinformática e Química Medicinal, Fundação Oswaldo Cruz Rondônia, Rondônia, Porto Velho, Brazil
[3] Instituto Nacional de Epidemiologia na Amazônia Ocidental (INCT-EPIAMO), Rondônia, Porto Velho, Brazil
[4] Programa de Pós-Graduação em Biologia Experimental, Universidade Federal de Rondônia (PGBIOEXP/UNIR), Rondônia, Porto Velho, Brazil
关键词
All Open Access; Gold;
D O I
10.1371/journal.pcbi.1012327
中图分类号
学科分类号
摘要
28
引用
收藏
相关论文
共 50 条
  • [31] Machine learning approach for automated coal characterization using scanned electron microscopic images
    Alpana
    Mohapatra, Subrajeet
    COMPUTERS IN INDUSTRY, 2016, 75 : 35 - 45
  • [32] Enumeration of Plasmodium Parasites on Thin Blood Smear Digital Microscopic Images
    Prananda, Alifia Revan
    Nugroho, Hanung Adi
    Ardiyanto, Igi
    2019 5TH INTERNATIONAL CONFERENCE ON SCIENCE ININFORMATION TECHNOLOGY (ICSITECH): EMBRACING INDUSTRY 4.0 - TOWARDS INNOVATION IN CYBER PHYSICAL SYSTEM, 2019, : 223 - 228
  • [33] A Transfer Learning Approach Based on Ultrasound Images for Liver Cancer Detection
    Elbashir, Murtada K.
    Mahmoud, Alshimaa
    Mostafa, Ayman Mohamed
    Hamouda, Eslam
    Alruily, Meshrif
    Alotaibi, Sadeem M.
    Shabana, Hosameldeen
    Ezz, Mohamed
    CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 75 (03): : 5105 - 5121
  • [34] Visual Sentiment Analysis for Social Images Using Transfer Learning Approach
    Islam, Jyoti
    Zhang, Yanqing
    PROCEEDINGS OF 2016 IEEE INTERNATIONAL CONFERENCES ON BIG DATA AND CLOUD COMPUTING (BDCLOUD 2016) SOCIAL COMPUTING AND NETWORKING (SOCIALCOM 2016) SUSTAINABLE COMPUTING AND COMMUNICATIONS (SUSTAINCOM 2016) (BDCLOUD-SOCIALCOM-SUSTAINCOM 2016), 2016, : 124 - 130
  • [35] A novel transfer learning approach for the classification of histological images of colorectal cancer
    Ohata, Elene Firmeza
    Souza das Chagas, Joao Victor
    Bezerra, Gabriel Maia
    Hassan, Mohammad Mehedi
    Costa de Albuquerque, Victor Hugo
    Reboucas Filho, Pedro Pedrosa
    JOURNAL OF SUPERCOMPUTING, 2021, 77 (09): : 9494 - 9519
  • [36] Towards a transfer learning approach to food recommendations through food images
    Hasan, Hafiz Muhammad Zubair
    Khan, Hammad
    Asif, Talha
    Hashmi, Sohaib
    Rafi, Muhammad
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND SOFT COMPUTING (ICMLSC 2019), 2019, : 99 - 105
  • [37] A novel transfer learning approach for the classification of histological images of colorectal cancer
    Elene Firmeza Ohata
    João Victor Souza das Chagas
    Gabriel Maia Bezerra
    Mohammad Mehedi Hassan
    Victor Hugo Costa de Albuquerque
    Pedro Pedrosa Rebouças Filho
    The Journal of Supercomputing, 2021, 77 : 9494 - 9519
  • [38] Automatic detection of Gibbs artefact in MR images with transfer learning approach
    Kocet, Laura
    Romaric, Katja
    Zibert, Janez
    TECHNOLOGY AND HEALTH CARE, 2023, 31 (01) : 239 - 246
  • [39] Parasitic Egg Detection and Classification in Low-Cost Microscopic Images Using Transfer Learning
    Suwannaphong T.
    Chavana S.
    Tongsom S.
    Palasuwan D.
    Chalidabhongse T.H.
    Anantrasirichai N.
    SN Computer Science, 5 (1)
  • [40] A TRANSCRIPTOMIC APPROACH TO IDENTIFY MOSQUITO TARGETS FOR BLOCKING PLASMODIUM VIVAX AND PLASMODIUM FALCIPARUM TRANSMISSION
    Tchioffo, Majoline
    Goupeyou, Marlene
    Puchot, Nicolas
    Proux, Caroline
    Kornobis, Etienne
    Ndiath, Ousmane
    Bourgouin, Catherine
    AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2018, 99 (04): : 272 - 272