AIMC Journal:
Journal of medical systems

Showing 201 to 210 of 352 articles

Bone Marrow Cells Detection: A Technique for the Microscopic Image Analysis.

Journal of medical systems Feb 23, 2019
In the detection of myeloproliferative, the number of cells in each type of bone marrow cells (BMC) is an important parameter for the evaluation. In this study, we propose a new counting method, which consists of three modules including localization,...
Pattern Recognition, Automated Cell Nucleus Color Bone Marrow Cells Microscopy Image Processing, Computer-Assisted Support Vector Machine Humans Algorithms
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Automatic Detection and Classification of Lung Nodules in CT Image Using Optimized Neuro Fuzzy Classifier with Cuckoo Search Algorithm.

Journal of medical systems Feb 13, 2019
The Lung nodules are very important to indicate the lung cancer, and its early detection enables timely treatment and increases the survival rate of patient. Even though lots of works are done in this area, still improvement in accuracy is required f...
Humans Neural Networks, Computer Image Processing, Computer-Assisted Lung Neoplasms Fuzzy Logic Early Detection of Cancer Algorithms Tomography, X-Ray Computed Diagnosis, Computer-Assisted Bayes Theorem
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ECM-CSD: An Efficient Classification Model for Cancer Stage Diagnosis in CT Lung Images Using FCM and SVM Techniques.

Journal of medical systems Feb 12, 2019
As is eminent, lung cancer is one of the death frightening syndromes among people in present cases. The earlier diagnosis and treatment of lung cancer can increase the endurance rate of the affected people. But, the structure of the cancer cell makes...
Support Vector Machine Fuzzy Logic Neoplasm Staging Tomography, X-Ray Computed Sensitivity and Specificity Radiographic Image Interpretation, Computer-Assisted Humans Image Processing, Computer-Assisted Algorithms Lung Neoplasms
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A Comparative Texture Analysis Based on NECT and CECT Images to Differentiate Lung Adenocarcinoma from Squamous Cell Carcinoma.

Journal of medical systems Feb 1, 2019
The purpose of the study was to compare the texture based discriminative performances between non-contrast enhanced computed tomography (NECT) and contrast-enhanced computed tomography (CECT) images in differentiating lung adenocarcinoma (ADC) from s...
Aged, 80 and over Adult Male Middle Aged Female Retrospective Studies Carcinoma, Squamous Cell Tomography, X-Ray Computed Aged Support Vector Machine Humans Diagnosis, Differential Contrast Media Adenocarcinoma of Lung Image Processing, Computer-Assisted Lung Neoplasms Socioeconomic Factors
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Machine Learning Can Improve Estimation of Surgical Case Duration: A Pilot Study.

Journal of medical systems Jan 17, 2019
Operating room (OR) utilization is a significant determinant of hospital profitability. One aspect of this is surgical scheduling, which depends on accurate predictions of case duration. This has been done historically by either the surgeon based on ...
Operating Rooms Body Weights and Measures Socioeconomic Factors Efficiency, Organizational Age Factors Appointments and Schedules Preoperative Period Electronic Health Records Humans Operative Time Sex Factors Pilot Projects Machine Learning Time Factors Algorithms
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A Group Decision Making Framework Based on Neutrosophic TOPSIS Approach for Smart Medical Device Selection.

Journal of medical systems Jan 10, 2019
Advances in the medical industry has become a major trend because of the new developments in information technologies. This research offers a novel approach for estimating the smart medical devices (SMDs) selection process in a group decision making ...
Decision Support Techniques Wearable Electronic Devices Diabetes Mellitus Fuzzy Logic Humans Decision Making Blood Glucose Self-Monitoring
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An Intelligent Sleep Apnea Classification System Based on EEG Signals.

Journal of medical systems Jan 8, 2019
Sleep Apnea is a sleep disorder which causes stop in breathing for a short duration of time that happens to human beings and animals during sleep. Electroencephalogram (EEG) plays a vital role in detecting the sleep apnea by sensing and recording the...
Signal Processing, Computer-Assisted Sleep Apnea Syndromes Polysomnography Neural Networks, Computer Middle Aged Machine Learning Support Vector Machine Humans Adult Electroencephalography Male
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A Machine Learning Approach to Predicting Case Duration for Robot-Assisted Surgery.

Journal of medical systems Jan 5, 2019
Robot-assisted surgery (RAS) requires a large capital investment by healthcare organizations. The cost of a robotic unit is fixed, so institutions must maximize use of each unit by utilizing all available operating room block time. One way to increas...
Neural Networks, Computer Machine Learning Female Comorbidity Severity of Illness Index Aged Male Sex Factors Age Factors Efficiency, Organizational Linear Models Humans Operative Time Operating Rooms Robotic Surgical Procedures
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An Enhancement of Computer Aided Approach for Colon Cancer Detection in WCE Images Using ROI Based Color Histogram and SVM2.

Journal of medical systems Jan 5, 2019
The colon cancer is formed by uncontrollable growth of abnormal cells in large intestine or colon that can affect both men and women and it is third cancer disease in the world. At present, Wireless Capsule Endoscopy (WCE) screening method is utilize...
Humans Algorithms Image Processing, Computer-Assisted Support Vector Machine Colonic Neoplasms Color Capsule Endoscopy
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Efficient Segmentation of Brain Tumor Using FL-SNM with a Metaheuristic Approach to Optimization.

Journal of medical systems Jan 2, 2019
Nowadays, automatic tumor detection from brain images is extremely significant for many diagnostic as well as therapeutic purposes, due to the unpredictable shape and appearance of tumors. In medical image analysis, the automatic segmentation of tumo...
Magnetic Resonance Imaging Fuzzy Logic Signal-To-Noise Ratio Algorithms Brain Neoplasms Image Processing, Computer-Assisted Humans Neural Networks, Computer Machine Learning
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