From the experimental results, the proposed approach achieved high accuracy and low FPR. Precision, error rate, F1, recall, false-positive rate (FPR) and accuracy are evaluated to show the efficiency of the proposed method. The dataset named CDR is utilized in this approach for the performance evaluation, and MATLAB is the implementation tool used to experiment with the proposed methodology. Moreover, the identified anomaly data are removed using this ADBN model. After clustering, data classification is performed to identify the normal and anomaly data. Then, the pre-processed data is clustered using DHOA based on the activity level of CDR data. Pre-processing is the initial step, in which the Kalman filter is used to pre-process the CDR data for eliminating the noise and the unwanted fields from the raw input data. To overcome these limitations, a deer hunting optimization algorithm (DHOA) with an adaptive deep belief network (ADBN) is proposed in this paper for anomaly detection from the call detail records (CDR) data. In modern approaches, major drawbacks are inadequate accuracy and a high false alarm rate. The user and the network data can be analyzed effectively using big data analytics. Such data helps provide the end-to-end visible and network intelligence. Turner syndrome – occurs when there is a single X chromosome in females, which impacts the estrogen hormone.Mobile network owns the network and user data.Klinefelter's syndrome or XXY – occurs when there is an additional X chromosome in males, which impacts the testosterone hormone.Edward's syndrome or trisomy 18 – occurs when there is an extra 18th chromosome, and causes organs and physical features to develop abnormally.Down syndrome or trisomy 21 – occurs when there is an extra full or partial 21st chromosome and alters mental development, as well as characteristic facial appearance and poor muscle tone ( hypotonia ).The following are examples and some of the characteristics related to the disorder. Numerical abnormalities occur when there is either a missing chromosome (monosomy) from a pair, or a child has more than two chromosomes of a pair (trisomy). There are several types of chromosomal anomalies, including numerical and structure anomalies. What are the different types of Pediatric Chromosomal Anomalies? Children normally receive 23 pairs from the egg and 23 pairs from the sperm. Typically, a child has 23 pairs of chromosomes, or a total of 46 chromosomes, in each cell. These anomalies are also known as chromosomal disorders or mutations.Īnomalies occur while a baby is developing in their mother's womb, and an error takes place during cell division. A chromosomal anomaly is a congenital (present at birth) disorder that causes irregularities in the DNA makeup, such as extra or missing chromosomes. What are Pediatric Chromosomal Anomalies?ĭNA is the building block of life and responsible for everything in your body, including eye color, organ development, height, facial features and motor development. Resources for Transgender Youth and Their Families.Pediatric Clinical Trials & Experimental Medication.Nursing Transition to Practice Programs.Child Life and Music Therapy Training Opportunities.Fellowship and Subspecialty Training Programs.Children’s Health is proud to become the first pediatric health system in the country to offer Amazon Lockers, self-service kiosks that allow you to pick up your Amazon packages when and where you need them most – 24 hours a day, seven days a week.
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