Alzheimer MRI Classification with Fused Features and Osprey Badger Optimisation
An MRI framework combines Osprey Badger segmentation, ResNet152 and handcrafted feature fusion with DGRU classification.
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Medicine is the science and practice of establishing the diagnosis, prognosis, treatment, and prevention of disease.
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An MRI framework combines Osprey Badger segmentation, ResNet152 and handcrafted feature fusion with DGRU classification.
An EEG pipeline combines GWMF and AWFF filtering, IG-CSAFF feature selection and CRMF_FRBF classification for schizophrenia analysis.
An SC-GRU and CDREFM_Net framework combines image enhancement, fuzzy filtering and recurrent classification for Alzheimer MRI and PET analysis.
A background review of Alzheimer’s assessment, biomarkers and deep learning for medical images, updated with clearer clinical distinctions and accurate explanations of core computational methods.
CHAPTER -2 LITERATURE REVIEW A couple pre-training techniques for Alzheimer's disease identification using brain MRI were tested by Dhinagar et al. in 2022. The techniques used T1-weighted brain MRI scans from the ADNI and OASIS3 cohort with several architectures to diagnose AD
Abstract The intervention of Machine Learning (ML) techniques is inevitable, as almost all walks of life have been observing its power and significance. The field of healthcare and medical science have all the more reason to promote the effectuation of ML algorithms.
Review maternal and neonatal outcomes following water birth, including perineal trauma, NICU admission, Apgar scores, pain, and labor outcomes.
A review of electrospun polymeric nanofibers, their fabrication, biomedical applications, tissue engineering, drug delivery, wound healing, biosensing, and characterization.
The article “Changing Priorities in the Development of Cognitive Competence and School Learning: A General Theory” by Demetriou and colleagues offers a broad explanation of how thinking changes across development and how those changes shape learning in school. The original review correctly
Introduction I have been working in the cardiology department for approximately two months, and during this time, I have encountered several medical terms that were unfamiliar to me. Entering a specialized healthcare department can be both exciting and challenging because professionals frequently
Modern healthcare practices need high-level skills, especially relating to nursing services. In case of lacking such skills, various adverse impacts may occur. The most severe and fatal impacts of deficient skills are medication errors. Undoubtedly, medication errors are severe and harmful but
Introduction Medicare is a national health insurance program by the federal government, launched in 1965 (Medicare, 2000). The Center for Medicare & Medicaid Services is in-charge of its administration (Medicare, 2000). Intentional and accidental acts of fraud are commonplace in the healthcare
Rapid changes in medical education have become mandatory to cope with the multi-dimensional needs of modern times. Such adaptation urges to equip the learners with the necessary skills and expertise to ensure quality medical services. Undoubtedly, early medical education in the country
Etiology: What Causes These Diseases? Croup is an acute upper-airway syndrome, most often caused by a viral infection. Parainfluenza viruses are common causes, but respiratory syncytial virus, influenza, adenovirus, coronaviruses, and other respiratory viruses may produce the same clinical pattern. It is
Myocardial infarction is irreversible injury to heart muscle caused by prolonged ischemia. In the most common form, an atherosclerotic plaque within a coronary artery ruptures or erodes, activates platelets and coagulation, and produces a thrombus that sharply reduces blood flow. The affected
The field of healthcare is not as safe as it is expected to be as a sizable number of unhealthy populations are harmed due to the adverse events attributable to medical errors as a leading cause of injury and death. There is
Novice aspirants, after completing their four years of graduate education, try hard to get into medical schools but face rejection because of many factors. One of them is the lack of research about medical schools in every county, leading to the majority
The healthcare market is different from the ordinary market as it determines whether people have good access to medical services or not when they become ill. In the competitive medical market, healthcare consumers benefit from the incentives that encourage service providers to
Mrs. J. is a 63-year-old married woman who has a history of hypertension, chronic heart failure, and chronic obstructive pulmonary disease (COPD). Despite requiring 2L of oxygen/nasal cannula at home during activity, she continues to smoke two packs of cigarettes a day
Introduction All living bodies are vulnerable to attack or infection by disease- or infection-causing agents called pathogens, which are either viruses or bacteria. However, multicellular living things have a dedicated system to recognize, destroy, and stop those disease-causing agents from spreading diseases
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