Cargando…

Developing and Preliminary Validating an Automatic Cell Classification System for Bone Marrow Smears: a Pilot Study

Bone marrow smear examination is an indispensable diagnostic tool in the evaluation of hematological diseases, but the process of manual differential count is labor extensive. In this study, we developed an automatic system with integrated scanning hardware and machine learning-based software to per...

Descripción completa

Detalles Bibliográficos
Autores principales:	Jin, Hong, Fu, Xinyan, Cao, Xinyi, Sun, Mingxia, Wang, Xiaofen, Zhong, Yuhong, Yang, Suwen, Qi, Chao, Peng, Bo, He, Xin, He, Fei, Jiang, Yongfang, Gao, Haiyan, Li, Shun, Huang, Zhen, Li, Qiang, Fang, Fengqi, Zhang, Jun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer US 2020
Materias:	Image & Signal Processing
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7476995/ https://www.ncbi.nlm.nih.gov/pubmed/32894360 http://dx.doi.org/10.1007/s10916-020-01654-y

Ejemplares similares

Automatic Annotation of Retinal Layers in Optical Coherence Tomography Images
por: Dodo, Bashir Isa, et al.
Publicado: (2019)

Automatic Lung Health Screening Using Respiratory Sounds
por: Mukherjee, Himadri, et al.
Publicado: (2021)

Automatic Grading of Retinal Blood Vessel in Deep Retinal Image Diagnosis
por: Maji, Debasis, et al.
Publicado: (2020)

Automatic Cardiac Structure Contouring for Small Datasets with Cascaded Deep Learning Models
por: van den Oever, L. B., et al.
Publicado: (2022)

A Framework for Automatic Morphological Feature Extraction and Analysis of Abdominal Organs in MRI Volumes
por: Asaturyan, Hykoush, et al.
Publicado: (2019)

Robust Data Integration Method for Classification of Biomedical Data
por: Polewko-Klim, Aneta, et al.
Publicado: (2021)

A Novel Adaptive Deformable Model for Automated Optic Disc and Cup Segmentation to Aid Glaucoma Diagnosis
por: Haleem, Muhammad Salman, et al.
Publicado: (2017)

Medical Image Retrieval Using Vector Quantization and Fuzzy S-tree
por: Nowaková, Jana, et al.
Publicado: (2016)

The Relative Contribution of High-Gamma Linguistic Processing Stages of Word Production, and Motor Imagery of Articulation in Class Separability of Covert Speech Tasks in EEG Data
por: Jahangiri, Amir, et al.
Publicado: (2018)

EGG DWPack: System for Multi-Channel Electrogastrographic Signals Recording and Analysis
por: Komorowski, Dariusz
Publicado: (2018)

Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: A Feasibility Study
por: Brinati, Davide, et al.
Publicado: (2020)

A Genetic Attack Against Machine Learning Classifiers to Steal Biometric Actigraphy Profiles from Health Related Sensor Data
por: Garcia-Ceja, Enrique, et al.
Publicado: (2020)

Patient-Specific Simulation of Pneumoperitoneum for Laparoscopic Surgical Planning
por: Dawda, Shivali, et al.
Publicado: (2019)

Mixed Reality Visualization of Radiation Dose for Health Professionals and Patients in Interventional Radiology
por: Takata, Takeshi, et al.
Publicado: (2021)

Facial Recognition Technology in 2021: Masks, Bias, and the Future of Healthcare
por: Libby, Christopher, et al.
Publicado: (2021)

3D-Volume Rendering of the Pelvis with Emphasis on Paraurethral Structures Based on MRI Scans and Comparisons between 3D Slicer and OsiriX®
por: Durnea, C. M., et al.
Publicado: (2021)

Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19
por: Hammoudi, Karim, et al.
Publicado: (2021)

A System for Computational Assessment of Hand Hygiene Techniques
por: Wang, Chaofan, et al.
Publicado: (2022)

Breast histopathological image analysis using image processing techniques for diagnostic purposes: A methodological review
por: Rashmi, R, et al.
Publicado: (2021)

Multicenter Study on COVID-19 Lung Computed Tomography Segmentation with varying Glass Ground Opacities using Unseen Deep Learning Artificial Intelligence Paradigms: COVLIAS 1.0 Validation
por: Suri, Jasjit S., et al.
Publicado: (2022)

A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction
por: Zhu, Manli, et al.
Publicado: (2022)

Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review
por: Santosh, KC, et al.
Publicado: (2022)

Adaptive Bayesian Learning and Forecasting of Epidemic Evolution—Data Analysis of the COVID-19 Outbreak
Publicado: (2020)

Automatic segmentation of the choroid in enhanced depth imaging optical coherence tomography images
por: Tian, Jing, et al.
Publicado: (2013)

Automatic stent detection in intravascular OCT images using bagged decision trees
por: Lu, Hong, et al.
Publicado: (2012)

Automatic plane adjustment of orthopedic intraoperative flat panel detector CT-volumes
por: Martín Vicario, Celia, et al.
Publicado: (2022)

An unsupervised automatic segmentation algorithm for breast tissue classification of dedicated breast computed tomography images
por: Caballo, Marco, et al.
Publicado: (2018)

Automatic segmentation of closed-contour features in ophthalmic images using graph theory and dynamic programming
por: Chiu, Stephanie J., et al.
Publicado: (2012)

Exploratory Dijkstra forest based automatic vessel segmentation: applications in video indirect ophthalmoscopy (VIO)
por: Estrada, Rolando, et al.
Publicado: (2012)

Robust automatic segmentation of corneal layer boundaries in SDOCT images using graph theory and dynamic programming
por: LaRocca, Francesco, et al.
Publicado: (2011)

Fully automatic three-dimensional visualization of intravascular optical coherence tomography images: methods and feasibility in vivo
por: Ughi, Giovanni J, et al.
Publicado: (2012)

Understanding Harmonic Structures Through Instantaneous Frequency
Publicado: (2022)

Automated segmentation by pixel classification of retinal layers in ophthalmic OCT images
por: Vermeer, K. A., et al.
Publicado: (2011)

Retinal layer segmentation of macular OCT images using boundary classification
por: Lang, Andrew, et al.
Publicado: (2013)

Morphological analysis of optical coherence tomography images for automated classification of gastrointestinal tissues
por: Garcia-Allende, P. Beatriz, et al.
Publicado: (2011)

A fully automated approach for baby cry signal segmentation and boundary detection of expiratory and inspiratory episodes
por: Abou-Abbas, Lina, et al.
Publicado: (2017)

Automatic detection of contouring errors using convolutional neural networks
por: Rhee, Dong Joo, et al.
Publicado: (2019)

Automatic quantitative analysis of pulmonary vascular morphology in CT images
por: Zhai, Zhiwei, et al.
Publicado: (2019)

Automatic contouring system for cervical cancer using convolutional neural networks
por: Rhee, Dong Joo, et al.
Publicado: (2020)

Extensive amyloid deposits in bone marrow aspirate smears
por: Li, Ting Hon Stanford, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_jbq44td72gb1s43pam6vjvd803