AIMC Topic: Leukemia, Myelogenous, Chronic, BCR-ABL Positive

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IoMT-Based Automated Detection and Classification of Leukemia Using Deep Learning.

Journal of healthcare engineering Dec 3, 2020
For the last few years, computer-aided diagnosis (CAD) has been increasing rapidly. Numerous machine learning algorithms have been developed to identify different diseases, e.g., leukemia. Leukemia is a white blood cells- (WBC-) related illness affec...
Telemedicine Internet of Things Pattern Recognition, Automated Deep Learning Diagnostic Imaging Leukemia, Myelogenous, Chronic, BCR-ABL Positive Leukemia Precursor Cell Lymphoblastic Leukemia-Lymphoma Cloud Computing Algorithms Databases, Factual Leukemia, Myeloid, Acute Diagnosis, Computer-Assisted Leukemia, Lymphocytic, Chronic, B-Cell Machine Learning COVID-19 Humans Neural Networks, Computer
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Machine learning applications in the diagnosis of leukemia: Current trends and future directions.

International journal of laboratory hematology Sep 9, 2019
Machine learning (ML) offers opportunities to advance pathological diagnosis, especially with increasing trends in digitalizing microscopic images. Diagnosing leukemia is time-consuming and challenging in many areas globally and there is a growing tr...
Leukemia, Lymphocytic, Chronic, B-Cell Leukemia, Myeloid, Acute Leukemia, Myelogenous, Chronic, BCR-ABL Positive Leukemia Precursor Cell Lymphoblastic Leukemia-Lymphoma Humans Machine Learning Algorithms
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Imatinib Increases Serum Creatinine by Inhibiting Its Tubular Secretion in a Reversible Fashion in Chronic Myeloid Leukemia.

Clinical lymphoma, myeloma & leukemia Dec 20, 2015
BACKGROUND: Monitoring renal function is important in imatinib-treated patients with chronic myeloid leukemia because serum creatinine may increase during the course of therapy. The mechanism of this increase and its reversibility on treatment cessat...
Glomerular Filtration Rate Kidney Function Tests Young Adult Creatinine Protein Kinase Inhibitors Case-Control Studies Adult Female Kidney Tubules Treatment Outcome Aged Middle Aged Leukemia, Myelogenous, Chronic, BCR-ABL Positive Humans Male Antineoplastic Agents Retrospective Studies Drug Substitution Imatinib Mesylate
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AML, ALL, and CML classification and diagnosis based on bone marrow cell morphology combined with convolutional neural network: A STARD compliant diagnosis research.

Medicine Nov 6, 2020
Leukemia diagnosis based on bone marrow cell morphology primarily relies on the manual microscopy of bone marrow smears. However, this method is greatly affected by subjective factors and tends to lead to misdiagnosis. This study proposes using bone ...
Male Middle Aged Adolescent Adult Leukemia, Myeloid, Acute Bone Marrow Cells Precursor Cell Lymphoblastic Leukemia-Lymphoma Leukemia, Myelogenous, Chronic, BCR-ABL Positive Child, Preschool Child Humans Neural Networks, Computer Aged Young Adult Female
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Analysis of Four Types of Leukemia Using Gene Ontology Term and Kyoto Encyclopedia of Genes and Genomes Pathway Enrichment Scores.

Combinatorial chemistry & high throughput screening Jan 1, 2020
AIM AND OBJECTIVE: Leukemia is the second common blood cancer after lymphoma, and its incidence rate has an increasing trend in recent years. Leukemia can be classified into four types: acute lymphoblastic leukemia (ALL), acute myeloid leukemia (AML)...
Humans Precursor Cell Lymphoblastic Leukemia-Lymphoma Gene Ontology Leukemia, Myelogenous, Chronic, BCR-ABL Positive Leukemia, Lymphocytic, Chronic, B-Cell Leukemia, Myeloid, Acute
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Towards rapid prediction of drug-resistant cancer cell phenotypes: single cell mass spectrometry combined with machine learning.

Chemical communications (Cambridge, England) Jan 10, 2019
Combined single cell mass spectrometry and machine learning methods is demonstrated for the first time to achieve rapid and reliable prediction of the phenotype of unknown single cells based on their metabolomic profiles, with experimental validation...
Logistic Models Mass Spectrometry Drug Resistance, Neoplasm K562 Cells Machine Learning Metabolomics Stochastic Processes Humans Phenotype Neural Networks, Computer Leukemia, Myelogenous, Chronic, BCR-ABL Positive Single-Cell Analysis
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