Cargando…

Automated mesenchymal stem cell segmentation and machine learning-based phenotype classification using morphometric and textural analysis

Purpose: Mesenchymal stem cells (MSCs) have demonstrated clinically relevant therapeutic effects for treatment of trauma and chronic diseases. The proliferative potential, immunomodulatory characteristics, and multipotentiality of MSCs in monolayer culture is reflected by their morphological phenoty...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mota, Sakina M., Rogers, Robert E., Haskell, Andrew W., McNeill, Eoin P., Kaunas, Roland, Gregory, Carl A., Giger, Maryellen L., Maitland, Kristen C.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Society of Photo-Optical Instrumentation Engineers 2021
Materias:	Computer-Aided Diagnosis
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7849042/ https://www.ncbi.nlm.nih.gov/pubmed/33542945 http://dx.doi.org/10.1117/1.JMI.8.1.014503

Ejemplares similares

Role of standard and soft tissue chest radiography images in deep-learning-based early diagnosis of COVID-19
por: Hu, Qiyuan, et al.
Publicado: (2021)

Cascaded deep transfer learning on thoracic CT in COVID-19 patients treated with steroids
por: Fuhrman, Jordan D., et al.
Publicado: (2020)

Large-scale image region documentation for fully automated image biomarker algorithm development and evaluation
por: Reeves, Anthony P., et al.
Publicado: (2017)

Automated mediastinal lymph node detection from CT volumes based on intensity targeted radial structure tensor analysis
por: Oda, Hirohisa, et al.
Publicado: (2017)

BV-GAN: 3D time-of-flight magnetic resonance angiography cerebrovascular vessel segmentation using adversarial CNNs
por: Amran, Dor, et al.
Publicado: (2022)

Fisher encoding of convolutional neural network features for endoscopic image classification
por: Wimmer, Georg, et al.
Publicado: (2018)

Deep neural networks for A-line-based plaque classification in coronary intravascular optical coherence tomography images
por: Kolluru, Chaitanya, et al.
Publicado: (2018)

Algorithm to quantify nuclear features and confidence intervals for classification of oral neoplasia from high-resolution optical images
por: Yang, Eric C., et al.
Publicado: (2020)

Performance analysis of a computer-aided detection system for lung nodules in CT at different slice thicknesses
por: Narayanan, Barath Narayanan, et al.
Publicado: (2018)

Positron emission tomography-based assessment of metabolic gradient and other prognostic features in sarcoma
por: Wolsztynski, Eric, et al.
Publicado: (2018)

Guideline-based learning for standard plane extraction in 3-D echocardiography
por: Zhu, Peifei, et al.
Publicado: (2018)

Malaria parasite detection and cell counting for human and mouse using thin blood smear microscopy
por: Poostchi, Mahdieh, et al.
Publicado: (2018)

Large-field-of-view optical elastography using digital image correlation for biological soft tissue investigation
por: Claus, Daniel, et al.
Publicado: (2017)

Radio-pathomic mapping model generated using annotations from five pathologists reliably distinguishes high-grade prostate cancer
por: McGarry, Sean D., et al.
Publicado: (2020)

Evaluation of multiple open-source deep learning models for detecting and grading COVID-19 on chest radiographs
por: Risman, Alexander, et al.
Publicado: (2021)

Deep CNN models for predicting COVID-19 in CT and x-ray images
por: Chaddad, Ahmad, et al.
Publicado: (2021)

SPIE-AAPM-NCI BreastPathQ Challenge: an image analysis challenge for quantitative tumor cellularity assessment in breast cancer histology images following neoadjuvant treatment
por: Petrick, Nicholas, et al.
Publicado: (2021)

Framework for estimating renal function using magnetic resonance imaging
por: Ishikawa, Masahiro, et al.
Publicado: (2022)

PADAr: physician-oriented artificial intelligence-facilitating diagnosis aid for retinal diseases
por: Lin, Po-Kang, et al.
Publicado: (2022)

Pre-deployment assessment of an AI model to assist radiologists in chest X-ray detection and identification of lead-less implanted electronic devices for pre-MRI safety screening: realized implementation needs and proposed operational solutions
por: White, Richard D., et al.
Publicado: (2022)

Unsupervised and quantitative intestinal ischemia detection using conditional adversarial network in multimodal optical imaging
por: Wang, Yaning, et al.
Publicado: (2022)

MicroRNA signatures differentiate preserved from reduced ejection fraction heart failure
por: Watson, Chris J, et al.
Publicado: (2015)

Modification of Initial Highly Active Antiretroviral Therapy (HAART) Regimen in Paediatric HIV Patients
por: Low, Yee Shan, et al.
Publicado: (2018)

Why it Worked: Participants’ Insights into an mHealth Antiretroviral Therapy Adherence Intervention in China
por: Sabin, Lora L., et al.
Publicado: (2018)

Preliminary Data From the Study of Coagulative Profile of HIV Infected Individuals Suggest a Role For Point Mutations in the Gene in Protein S Deficiency in Individuals Undergoing Highly Antiretroviral Therapy
por: Di Stefano, Mariantonietta, et al.
Publicado: (2018)

Exploring Receipt of HIV PEP Counseling Among Women Sexually Assaulted by an Intimate Partner
por: Du Mont, Janice, et al.
Publicado: (2018)

Treatment Outcome and Adverse Events of Tenofovir Disoproxil Fumarate Based Regimens as Compared to Zidovudine Based Regimens Among People Living with HIV/AIDS: A Systematic Review and Meta-Analysis of Observational Studies
por: Kefale, Adane Teshome, et al.
Publicado: (2018)

HIV Prevention in Adolescents and Young People in the Eastern and Southern African Region: A Review of Key Challenges Impeding Actions for an Effective Response
por: Govender, Kaymarlin, et al.
Publicado: (2018)

“Too Much Sex and Alcohol”: Beliefs, Attitudes, and Behaviors of Male Adolescents and Young Men Who have Sex with Men in Ghana
por: Sabin, Lora L., et al.
Publicado: (2018)

HIV Prevention in Adolescents and Young People in the Eastern and Southern African Region: A Review of Key Challenges Impeding Actions for an Effective Response
por: Govender, Kaymarlin, et al.
Publicado: (2018)

HIV Prevalence and Correlations in Prisons in Different Regions of the World: A Review Article
por: Golrokhi, Raheleh, et al.
Publicado: (2018)

Association Between Health-Related Quality of Life and Physical Functioning in Antiretroviral-Naive HIV-Infected Patients
por: Lédo, Ana Paula, et al.
Publicado: (2018)

Trends in Care and Treatment for Persons Aged ≥13 Years with HIV Infection 17 U.S. Jurisdictions, 2012-2015
por: Karch, Debra L., et al.
Publicado: (2018)

Socio-Behavioral Risk Factors Associated with Cryptosporidiosis in HIV/AIDS Patients Visiting the HIV Referral Clinic at Cape Coast Teaching Hospital, Ghana
por: Opoku, Yeboah K., et al.
Publicado: (2018)

Metabolic and Cardiovascular Comorbidities Among Clinically Stable HIV Patients on Long-Term ARV Therapy in Five Ambulatory Clinics in Lima-Callao, Peru
por: Hidalgo, Jose A, et al.
Publicado: (2018)

Kaposi Sarcoma as Presentation of HIV – A Clinical Case
por: Costa, Rita, et al.
Publicado: (2021)

Automated Texture Analysis and Determination of Fibre Orientation of Heart Tissue: A Morphometric Study
por: Zach, Bernhard, et al.
Publicado: (2016)

Use of procalcitonin for the diagnosis of pneumonia in patients presenting with a chief complaint of dyspnoea: results from the BACH (Biomarkers in Acute Heart Failure) trial
por: Maisel, Alan, et al.
Publicado: (2012)

Relationship between cardioscopic images and histological changes in the left ventricle of patients with idiopathic myocarditis(†)
por: Uchida, Yasumi, et al.
Publicado: (2011)

Taking a corneal scrape and making a diagnosis
por: Leck, Astrid
Publicado: (2009)

Cannot write session to /tmp/vufind_sessions/sess_vo5mseija149q4ankqjr7p4o1h