Cargando…

A Malaria Diagnostic Tool Based on Computer Vision Screening and Visualization of Plasmodium falciparum Candidate Areas in Digitized Blood Smears

INTRODUCTION: Microscopy is the gold standard for diagnosis of malaria, however, manual evaluation of blood films is highly dependent on skilled personnel in a time-consuming, error-prone and repetitive process. In this study we propose a method using computer vision detection and visualization of o...

Descripción completa

Detalles Bibliográficos
Autores principales:	Linder, Nina, Turkki, Riku, Walliander, Margarita, Mårtensson, Andreas, Diwan, Vinod, Rahtu, Esa, Pietikäinen, Matti, Lundin, Mikael, Lundin, Johan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2014
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4140733/ https://www.ncbi.nlm.nih.gov/pubmed/25144549 http://dx.doi.org/10.1371/journal.pone.0104855

Ejemplares similares

Identification of tumor epithelium and stroma in tissue microarrays using texture analysis
por: Linder, Nina, et al.
Publicado: (2012)

An open-source, MATLAB based annotation tool for virtual slides
por: Turkki, Riku, et al.
Publicado: (2013)

Automated classification of breast cancer morphology in histopathological images
por: Ojansivu, Ville, et al.
Publicado: (2013)

Automated segmentation of blood cells in Giemsa stained digitized thin blood films
por: Walliander, Margarita, et al.
Publicado: (2013)

Deep learning based tissue analysis predicts outcome in colorectal cancer
por: Bychkov, Dmitrii, et al.
Publicado: (2018)

Quantification of Estrogen Receptor-Alpha Expression in Human Breast Carcinomas With a Miniaturized, Low-Cost Digital Microscope: A Comparison with a High-End Whole Slide-Scanner
por: Holmström, Oscar, et al.
Publicado: (2015)

A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy
por: Holmström, Oscar, et al.
Publicado: (2020)

On-Chip Imaging of Schistosoma haematobium Eggs in Urine for Diagnosis by Computer Vision
por: Linder, Ewert, et al.
Publicado: (2013)

Assessment of tumour viability in human lung cancer xenografts with texture-based image analysis
por: Turkki, Riku, et al.
Publicado: (2015)

Point-of-care mobile digital microscopy and deep learning for the detection of soil-transmitted helminths and Schistosoma haematobium
por: Holmström, Oscar, et al.
Publicado: (2017)

Antibody-supervised deep learning for quantification of tumor-infiltrating immune cells in hematoxylin and eosin stained breast cancer samples
por: Turkki, Riku, et al.
Publicado: (2016)

Breast cancer outcome prediction with tumour tissue images and machine learning
por: Turkki, Riku, et al.
Publicado: (2019)

Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner
por: Holmström, Oscar, et al.
Publicado: (2019)

Point-of-Care Digital Cytology With Artificial Intelligence for Cervical Cancer Screening in a Resource-Limited Setting
por: Holmström, Oscar, et al.
Publicado: (2021)

A deep learning–based algorithm for tall cell detection in papillary thyroid carcinoma
por: Stenman, Sebastian, et al.
Publicado: (2022)

Computer Vision Using Local Binary Patterns
por: Pietikainen, Matti, et al.
Publicado: (2011)

Immunological data from cancer patients treated with Ad5/3-E2F-Δ24-GMCSF suggests utility for tumor immunotherapy
por: Hemminki, Otto, et al.
Publicado: (2015)

Assessment of Expert-Level Automated Detection of Plasmodium falciparum in Digitized Thin Blood Smear Images
por: Kuo, Po-Chen, et al.
Publicado: (2020)

Diagnosing Malaria Patients with Plasmodium falciparum and vivax Using Deep Learning for Thick Smear Images
por: Kassim, Yasmin M., et al.
Publicado: (2021)

Effect of image compression and scaling on automated scoring of immunohistochemical stainings and segmentation of tumor epithelium
por: Konsti, Juho, et al.
Publicado: (2012)

Characterization of drug resistance associated genetic polymorphisms among Plasmodium falciparum field isolates in Ujjain, Madhya Pradesh, India
por: Pathak, Ashish, et al.
Publicado: (2014)

Long-term prognosis of breast cancer detected by mammography screening or other methods
por: Lehtimäki, Tiina, et al.
Publicado: (2011)

Local immunotherapy with ONCOS-102 shapes harmful tumor associated CD68+ macrophages to become beneficial cells that correlate with increased overall survival
por: Pesonen, Sari, et al.
Publicado: (2015)

Spa-RQ: an Image Analysis Tool to Visualise and Quantify Spatial Phenotypes Applied to Non-Small Cell Lung Cancer
por: Bao, Jie, et al.
Publicado: (2019)

Systems pathology by multiplexed immunohistochemistry and whole-slide digital image analysis
por: Blom, Sami, et al.
Publicado: (2017)

Lack of MMP-9 expression is a marker for poor prognosis in Dukes’ B colorectal cancer
por: Koskensalo, Selja, et al.
Publicado: (2012)

Comparative Assessment of Transmission-Blocking Vaccine Candidates against Plasmodium falciparum
por: Kapulu, M. C., et al.
Publicado: (2015)

Targeting the Plasmodium falciparum proteome and organelles for potential antimalarial drug candidates
por: Abugri, James, et al.
Publicado: (2022)

Limit of blank and limit of detection of Plasmodium falciparum thick blood smear microscopy in a routine setting in Central Africa
por: Joanny, Fanny, et al.
Publicado: (2014)

Local treatment of a pleural mesothelioma tumor with ONCOS-102 induces a systemic antitumor CD8(+) T-cell response, prominent infiltration of CD8(+) lymphocytes and Th1 type polarization
por: Ranki, Tuuli, et al.
Publicado: (2014)

Intraoperative Squash Smear Cytology in CNS Lesions: A Study of 150 Pediatric Cases
por: Jindal, Arpita, et al.
Publicado: (2017)

Teachers’ impact on dental students’ exam scores in teaching pathology of the oral cavity using WSI
por: Szymas, Janusz, et al.
Publicado: (2013)

Web-Based Virtual Microscopy for Parasitology: A Novel Tool for Education and Quality Assurance
por: Linder, Ewert, et al.
Publicado: (2008)

Correction: Web-Based Virtual Microscopy for Parasitology: A Novel Tool for Education and Quality Assurance
por: Linder, Ewert, et al.
Publicado: (2008)

Host candidate gene polymorphisms and clearance of drug-resistant Plasmodium falciparum parasites
por: Diakite, Mahamadou, et al.
Publicado: (2011)

Functional Comparison of Blood-Stage Plasmodium falciparum Malaria Vaccine Candidate Antigens
por: Illingworth, Joseph J., et al.
Publicado: (2019)

In silico characterisation of putative Plasmodium falciparum vaccine candidates in African malaria populations
por: Ajibola, O., et al.
Publicado: (2021)

Heterologous Expression and Evaluation of Novel Plasmodium falciparum Transmission Blocking Vaccine Candidates
por: de Jong, Roos M., et al.
Publicado: (2022)

Poly-basic peptides and polymers as new drug candidate against Plasmodium falciparum
por: Sivakumar, Roshan, et al.
Publicado: (2023)

A novel semi-automatic image processing approach to determine Plasmodium falciparum parasitemia in Giemsa-stained thin blood smears
por: Le, Minh-Tam, et al.
Publicado: (2008)

Cannot write session to /tmp/vufind_sessions/sess_3e20q1vikc1gv4k8vvkjb4vl8c