AIMC Journal:
Journal of medical systems

Showing 171 to 180 of 352 articles

DRRNet: Dense Residual Refine Networks for Automatic Brain Tumor Segmentation.

Journal of medical systems Jun 8, 2019
Glioma is one of the most common and aggressive brain tumors. Segmentation and subsequent quantitative analysis of brain tumor MRI are routine and crucial for treatment. Due to the time-consuming and tedious manual segmentation, automatic segmentatio...
Algorithms Brain Neoplasms Disease Progression Humans Neural Networks, Computer Magnetic Resonance Imaging Deep Learning Image Processing, Computer-Assisted
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IAPSO-AIRS: A novel improved machine learning-based system for wart disease treatment.

Journal of medical systems Jun 7, 2019
Wart disease (WD) is a skin illness on the human body which is caused by the human papillomavirus (HPV). This study mainly concentrates on common and plantar warts. There are various treatment methods for this disease, including the popular immunothe...
Adolescent Immunotherapy Treatment Outcome Middle Aged Diagnosis, Computer-Assisted Data Mining Cryotherapy Humans Warts Female Young Adult Machine Learning Reproducibility of Results Adult Aged Male
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Hyperspectral Image Features Classification Using Deep Learning Recurrent Neural Networks.

Journal of medical systems Jun 4, 2019
The implementation of Deep learning (DL) techniques, Object detection and classification has achieved remarkable results in remote sensing application. Deep learning with Recurrent Neural Network (RNN) technique on hyper-spectral data has been presen...
Neural Networks, Computer Deep Learning Image Processing, Computer-Assisted
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Multi-Class Neural Networks to Predict Lung Cancer.

Journal of medical systems May 31, 2019
Lung Cancer is the leading cause of death among all the cancers' in today's world. The survival rate of the patients is 85% if the cancer can be diagnosed during Stage 1. Mining of the patient records can help in diagnosing cancer during Stage 1. Usi...
Algorithms Pattern Recognition, Automated Humans Lung Neoplasms Neural Networks, Computer Data Mining
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Diagnosis of Human Psychological Disorders using Supervised Learning and Nature-Inspired Computing Techniques: A Meta-Analysis.

Journal of medical systems May 28, 2019
A psychological disorder is a mutilation state of the body that intervenes the imperative functioning of the mind or brain. In the last few years, the number of psychological disorders patients has been significantly raised. This paper presents a com...
Behavior Interpersonal Relations Humans Mental Disorders Data Mining Emotions Brain Diseases Supervised Machine Learning
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MCRDR Knowledge-Based 3D Dialogue Simulation in Clinical Training and Assessment.

Journal of medical systems May 23, 2019
Dialogue-based simulation is a real-world practice technique for medical and clinical education that provides students with an opportunity to train using hands-on experiences without putting actual patients being put at risk. In this paper, a 3D inte...
Knowledge Bases Education, Medical Simulation Training User-Computer Interface Imaging, Three-Dimensional Humans Students, Medical Female Male Young Adult Clinical Competence Adult
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Extract Features from Periocular Region to Identify the Age Using Machine Learning Algorithms.

Journal of medical systems May 22, 2019
Latest studies done on huge data collected from aging features proved that the performance of facial image based age estimation is low and need to be improved. One of the significant biometric traits for human recognition or search is Human age. Age ...
Humans Machine Learning Algorithms Aging Pattern Recognition, Automated Biometry Eye
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Towards more Accessible Precision Medicine: Building a more Transferable Machine Learning Model to Support Prognostic Decisions for Micro- and Macrovascular Complications of Type 2 Diabetes Mellitus.

Journal of medical systems May 17, 2019
Although machine learning models are increasingly being developed for clinical decision support for patients with type 2 diabetes, the adoption of these models into clinical practice remains limited. Currently, machine learning (ML) models are being ...
Diabetes Complications Decision Support Systems, Clinical Prognosis Diabetes Mellitus, Type 2 Humans Female Adult Aged Machine Learning Male Precision Medicine Middle Aged
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A Hybridized ELM for Automatic Micro Calcification Detection in Mammogram Images Based on Multi-Scale Features.

Journal of medical systems May 15, 2019
Detection of masses and micro calcifications are a stimulating task for radiologists in digital mammogram images. Radiologists using Computer Aided Detection (CAD) frameworks to find the breast lesion. Micro calcification may be the early sign of bre...
Radiographic Image Enhancement Algorithms Female Diagnosis, Computer-Assisted Calcinosis Mammography Humans Machine Learning
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India: Intruder Node Detection and Isolation Action in Mobile Ad Hoc Networks Using Feature Optimization and Classification Approach.

Journal of medical systems May 10, 2019
Due to lack of a central bureaucrat in mobile ad hoc networks, the security of the network becomes serious issue. During malicious attacks, according to the motivation of intruder the severity of the threat varies. It may lead to loss of data, energy...
Algorithms India Medical Informatics Neural Networks, Computer Computer Security
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