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ANN Classification and Modified Otsu Labeling on Retinal Blood Vessels
Conclusion: Segmentation of retinal blood vessels based on artificial neural networks employing iSOM preserves the topology consuming less time for constrained weight updation achieving better results than SOM. A new model to detect vessels can be developed by concatenating iSOMs in parallel for multi class functions. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - May 5, 2021 Category: Molecular Biology Source Type: research

LabVIEW Based Performance Assessment of Backup Emergency Power Supply for Critical Medical Equipments
Conclusion: This work investigates the impact of micro frequency components on the lead-acid storage battery when it is operating with a sine wave inverter supplying Resistive load and RLE load. In order to perform the investigation, a hardware test bench was created. The results of laboratory tests on a lead-acid battery show that batteries lose capacity and the utilization gets reduced by the frequent use. This manuscript opens up a new direction of research in the medical emergency backup system operating with a 12V DC system. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - May 5, 2021 Category: Molecular Biology Source Type: research

Resonant BLDC Motor Drive System for Medical Applications
Conclusion: These types of inverters could be used in medical field as an alternate to conventional inverters during power shut downs. The inverter proposed in this work has both the capability to step up and step down the input voltage based on the load requirements. The soft switched AC link inverter may be incorporated in a variety of applications including medial applications, industrial needs, renewable energy resources, variable frequency drives and electric and hybrid vehicles. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - May 5, 2021 Category: Molecular Biology Source Type: research

Early Detection of Life-Threatening Cardiac Arrhythmias Using Deep Learning Techniques
Conclusion: These difficulties have necessitated us to develop a new detection scheme, which gives a high level of accuracy, low false positive and low false-negative statistics. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - May 5, 2021 Category: Molecular Biology Source Type: research

The Notch Signaling Pathway and Breast Cancer: The Importance of Balance and Cellular Self-Control
Conclusion: This review highlights the complex communication network between the WNT, Hh and Notch Signaling and the therapies in the field of cancer that are not entirely effective, however, most of the therapies that are currently being developed are including the Notch Signaling as a target quite promising and is for its regulatory effect with other signaling pathways. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - May 5, 2021 Category: Molecular Biology Source Type: research

Underwater Optical Image Coding for Marine Health Monitoring Based on DCT
Conclusion: Although this research approves the approach of JPEG codec once again for using the largest sub-image block in image compression (in terms of similarity and complexity), however, the use of an edge preservation factor is a new finding for our research. On the other hand, using the largest patch size is not a general approach for all image processing applications, because some studies have shown that smaller patch may be more effective for some other applications. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - May 5, 2021 Category: Molecular Biology Source Type: research

The Use of Feature Selection Algorithm and Regression Method to Predict the Ending Cash Value in Health Economics
Conclusion: The present research attempted to reduce the volume of data required for predicting end cash by means of employing a feature selection so as to save both precious money and time. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - May 5, 2021 Category: Molecular Biology Source Type: research

A Modification of PI Controller Based on an Online Adaptive Approach to Use in Networked Control Systems for Remote Surgery
Conclusion: The proposed system performs better than the traditional approach in terms of measuring the average value of the error, recall, and ITAE. According to simulation and practical results, when the network average time delay is about 40ms, the performance index for an online adaptive PI controller is equal to 4.4236, and value for a classic PI controller is 4409. Thus, the performance of an online adaptive PI controller has been improved about 1000 times rather than a classic one. Therefore, the proposed controller in real network time delay has proper performance and keeps the stability of the control loop. (Sourc...
Source: Current Signal Transduction Therapy - May 5, 2021 Category: Molecular Biology Source Type: research

Signals and Network Applications for Medical Informatics, Wireless Body Area Systems and Remotely-Sensed E-Health Monitoring
(Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - May 5, 2021 Category: Molecular Biology Source Type: research

Meet Our Editorial Board Member
(Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - May 5, 2021 Category: Molecular Biology Source Type: research

Acknowledgements to Reviewers
(Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - January 15, 2021 Category: Molecular Biology Source Type: research

Manoglanistara - Emotional Wellness Phases Prediction of Adolescent Female Students by using Brain Waves
Conclusion: In Orange toolbox, Prediction, ROC Analysis and Confusion Matrix are evaluated for different classifiers such as SVM, Naïve Bayes, Classification tree, Random forest and CN2 Rule Inducer. Accuracy, Precision, Sensitivity and Specificity is computed for all the abovementioned classifiers. CN2 Rule Inducer classifier gave higher accuracy of 0.9418, sensitivity 0.9778, Specificity 0.9736 and Precision 0.9778. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - January 15, 2021 Category: Molecular Biology Source Type: research

Automatic Text Segmentation and Recognition in Natural Scene Images Using Msocr
Conclusion: Trained SVM classifier is used to classify the image containing text and non-text region. Performances are analyzed based on the recall rate, precision, accuracy, and Fmeasure. From the experimental results, the accuracy of the proposed classifier was obtained as 95%. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - January 15, 2021 Category: Molecular Biology Source Type: research

Gradient Ascent Optimization for Fault Detection in Electrical Power Systems based on Wavelet Transformation
Conclusion: DWT-GADNL Technique is introduced for FD during transmission and distribution with minimal PLR. Sample power TL signal is taken and min-max normalization process performs the various rated values estimation of transmission lines. DWT decomposes normalized TL signal to different components for feature extraction with higher accuracy. Gradient Ascent Deep Neural Learning detects the local maximum from extracted values with help of error function and weight value. When maximum error with low weight value is identified, the fault is detected with lesser time consumption. The performance of DWT-GADNL technique is te...
Source: Current Signal Transduction Therapy - January 15, 2021 Category: Molecular Biology Source Type: research

Considering Environmental Health and Energy Resources to Design Transformers
Conclusion: In this paper, a suitable method to design an optimum distribution transformer is proposed which enables manufacturers to construct their product based on the proposed method. In this way, it can be claimed that not only more money will be saved during the transformer operation, but also the energy consumption will be decreased drastically. Therefore, world resources will remain for future generations. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - January 15, 2021 Category: Molecular Biology Source Type: research