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Bone Marrow

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Rapid discrimination of multiple myeloma patients by artificial neural networks coupled with mass spectrometry of peripheral blood plasma.

Scientific reports May 28, 2019
Multiple myeloma (MM) is a highly heterogeneous disease of malignant plasma cells. Diagnosis and monitoring of MM patients is based on bone marrow biopsies and detection of abnormal immunoglobulin in serum and/or urine. However, biopsies have a singl...
Humans Metabolic Networks and Pathways Bone Marrow Metabolome Principal Component Analysis Multiple Myeloma Datasets as Topic Immunoglobulins Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization Aged, 80 and over Male Middle Aged Case-Control Studies Female Aged Neural Networks, Computer Artificial Intelligence
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Machine Learning for Diagnosis of Hematologic Diseases in Magnetic Resonance Imaging of Lumbar Spines.

Scientific reports Apr 15, 2019
We aimed to assess feasibility of a support vector machine (SVM) texture classifier to discriminate pathologic infiltration patterns from the normal bone marrows in MRI. This retrospective study included 467 cases, which were split into a training (n...
Bone Marrow Feasibility Studies Radiologists Lumbar Vertebrae Hematologic Diseases Image Interpretation, Computer-Assisted Datasets as Topic Middle Aged ROC Curve Support Vector Machine Magnetic Resonance Imaging Aged Male Humans Retrospective Studies Female
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Classification of acute lymphoblastic leukemia using deep learning.

Microscopy research and technique Nov 1, 2018
Acute Leukemia is a life-threatening disease common both in children and adults that can lead to death if left untreated. Acute Lymphoblastic Leukemia (ALL) spreads out in children's bodies rapidly and takes the life within a few weeks. To diagnose A...
Humans Neural Networks, Computer Bone Marrow Deep Learning Pattern Recognition, Automated Image Interpretation, Computer-Assisted Hematologic Tests Image Processing, Computer-Assisted Precursor Cell Lymphoblastic Leukemia-Lymphoma
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[Establishment of New Zealand rabbit models of aplastic anemia].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Dec 20, 2017
OBJECTIVE: To screen for the optimal dose of benzene and cyclophosphamide using an orthogonal design for establishment of New Zealand rabbit models of aplastic anemia.
Bone Marrow Blood Cell Count Anemia, Aplastic Bone Marrow Examination Rabbits Cyclophosphamide Animals Benzene Disease Models, Animal
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ISSLS PRIZE IN BIOENGINEERING SCIENCE 2017: Automation of reading of radiological features from magnetic resonance images (MRIs) of the lumbar spine without human intervention is comparable with an expert radiologist.

European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society May 1, 2017
STUDY DESIGN: Investigation of the automation of radiological features from magnetic resonance images (MRIs) of the lumbar spine.
Spondylolisthesis Intervertebral Disc Spinal Stenosis Humans Intervertebral Disc Degeneration Magnetic Resonance Imaging Neural Networks, Computer Lumbar Vertebrae Radiologists Male Bone Marrow Middle Aged
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