Cargando…

An Intelligent Attention-Based Transfer Learning Model for Accurate Differentiation of Bone Marrow Stains to Diagnose Hematological Disorder

Bone marrow (BM) is an essential part of the hematopoietic system, which generates all of the body’s blood cells and maintains the body’s overall health and immune system. The classification of bone marrow cells is pivotal in both clinical and research settings because many hematological diseases, s...

Descripción completa

Detalles Bibliográficos
Autores principales:	Alshahrani, Hani, Sharma, Gunjan, Anand, Vatsala, Gupta, Sheifali, Sulaiman, Adel, Elmagzoub, M. A., Reshan, Mana Saleh Al, Shaikh, Asadullah, Azar, Ahmad Taher
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607952/ https://www.ncbi.nlm.nih.gov/pubmed/37895472 http://dx.doi.org/10.3390/life13102091

Ejemplares similares

A Convolutional Neural Network Architecture for Segmentation of Lung Diseases Using Chest X-ray Images
por: Sulaiman, Adel, et al.
Publicado: (2023)

Detection of Pneumonia from Chest X-ray Images Utilizing MobileNet Model
por: Reshan, Mana Saleh Al, et al.
Publicado: (2023)

EfficientNetB0 cum FPN Based Semantic Segmentation of Gastrointestinal Tract Organs in MRI Scans
por: Sharma, Neha, et al.
Publicado: (2023)

ResRandSVM: Hybrid Approach for Acute Lymphocytic Leukemia Classification in Blood Smear Images
por: Sulaiman, Adel, et al.
Publicado: (2023)

Enhancing Breast Cancer Detection and Classification Using Advanced Multi-Model Features and Ensemble Machine Learning Techniques
por: Reshan, Mana Saleh Al, et al.
Publicado: (2023)

Secure Telemedicine System Design for COVID-19 Patients Treatment Using Service Oriented Architecture
por: Shaikh, Asadullah, et al.
Publicado: (2022)

Artificial Intelligence-Based Secured Power Grid Protocol for Smart City
por: Sulaiman, Adel, et al.
Publicado: (2023)

Weighted Average Ensemble Deep Learning Model for Stratification of Brain Tumor in MRI Images
por: Anand, Vatsala, et al.
Publicado: (2023)

Detection of offensive terms in resource-poor language using machine learning algorithms
por: Raza, Muhammad Owais, et al.
Publicado: (2023)

U-Net Model with Transfer Learning Model as a Backbone for Segmentation of Gastrointestinal Tract
por: Sharma, Neha, et al.
Publicado: (2023)

Achieving model explainability for intrusion detection in VANETs with LIME
por: Hassan, Fayaz, et al.
Publicado: (2023)

Early detection of student degree-level academic performance using educational data mining
por: Meghji, Areej Fatemah, et al.
Publicado: (2023)

Automatic Identification of Glomerular in Whole-Slide Images Using a Modified UNet Model
por: Kaur, Gurjinder, et al.
Publicado: (2023)

BBSF: Blockchain-Based Secure Weather Forecasting Information through Routing Protocol in Vanet
por: Sohail, Hamza, et al.
Publicado: (2023)

Modified U-NET Architecture for Segmentation of Skin Lesion
por: Anand, Vatsala, et al.
Publicado: (2022)

Deep Learning Accurately Quantifies Plasma Cell Percentages on CD138-Stained Bone Marrow Samples
por: Fu, Fred, et al.
Publicado: (2022)

An Enhanced Transfer Learning Based Classification for Diagnosis of Skin Cancer
por: Anand, Vatsala, et al.
Publicado: (2022)

Transfer Learning Approach for Classification of Histopathology Whole Slide Images
por: Ahmed, Shakil, et al.
Publicado: (2021)

Reliability of a rapid hematology stain for sputum cytology
por: Gonçalves, Jéssica, et al.
Publicado: (2014)

Does immunohistochemical staining of P53, Ki 67 and cyclin A accurately predict Wilms tumor recurrence and survival?
por: Atwa, Ahmed M, et al.
Publicado: (2022)

Mass cytometry staining for human bone marrow clinical samples
por: Hallisey, Margaret, et al.
Publicado: (2022)

Perls’ Stain Guidelines from the French-Speaking Cellular Hematology Group (GFHC)
por: Lours, Camille, et al.
Publicado: (2022)

Virtual Staining, Segmentation, and Classification of Blood Smears for Label-Free Hematology Analysis
por: Kaza, Nischita, et al.
Publicado: (2022)

Acute hematologic, hepatologic, and nephrologic changes after intraperitoneal injections of 18 nm gold nanoparticles in hamsters
por: Saleh, Hazem Mohamed, et al.
Publicado: (2016)

Bone Marrow Senescence and the Microenvironment of Hematological Malignancies
por: Hellmich, Charlotte, et al.
Publicado: (2020)

Histological stain evaluation for machine learning applications
por: Azar, Jimmy C., et al.
Publicado: (2013)

Bone Marrow Biopsy. Hematology in the Light of Sternal Puncture
por: Clement, David H.
Publicado: (1949)

Editorial: Deciphering the bone marrow microenvironment in hematologic malignancies
por: Wobus, Manja, et al.
Publicado: (2023)

Analysis of bone marrow supernatant neutrophil gelatinase‐associated lipocalin and hematological parameters in hematological malignancy
por: Cho, Chi‐Hyun, et al.
Publicado: (2020)

Accurate and Robust Alignment of Differently Stained Histologic Images Based on Greedy Diffeomorphic Registration
por: Venet, Ludovic, et al.
Publicado: (2021)

Utility of bone marrow examination in retinoblastoma and their correlation with hematological features
por: Yadav, Geeta, et al.
Publicado: (2023)

A Triple Staining Method for Accurate Cell Cycle Analysis Using Multiparameter Flow Cytometry
por: Qiu, Lin, et al.
Publicado: (2013)

Changing Management of Hematological Malignancies With COVID-19: Statement and Recommendations of the Lebanese Society of Hematology and Blood Transfusion
por: Ibrahim, Ahmad, et al.
Publicado: (2021)

Histological Stains: A Literature Review and Case Study
por: Alturkistani, Hani A, et al.
Publicado: (2016)

Bone Marrow Biopsies Revisited: a new dimension for hematologic malignancies
por: Harris, M.
Publicado: (1985)

Total marrow irradiation in hematopoietic stem cell transplantation for hematologic malignancies
por: Kerbauy, Mariana Nassif, et al.
Publicado: (2023)

Analysis of cellularity in H&E-stained rat bone marrow tissue via deep learning
por: Shiffman, Smadar, et al.
Publicado: (2023)

Patterns of Bone Marrow Confirmed Malignant and Non-Malignant Hematological Disorders in Patients with Abnormal Hematological Parameters in Northeast Ethiopia
por: Ebrahim, Hussen, et al.
Publicado: (2022)

Study of Estrogen Receptor and Progesterone Receptor Expression in Breast Ductal Carcinoma In Situ by Immunohistochemical Staining in ER/PgR-Negative Invasive Breast Cancer
por: Dobrescu, Andrei, et al.
Publicado: (2011)

“Coffee Ring Effect” in Ophthalmology: “Anionic Dye Deposition” Hypothesis Explaining Normal Lid Margin Staining
por: Rajabi, Mohammad Taher, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_a17bhrpevinmrp7fvnv4g5nj56