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Identifying User Suitability in sEMG Based Hand Prosthesis Using Neural Networks
Conclusion: In this paper a study was conducted to identify user suitability for designing hand prosthesis. Data were collected from ten subjects for twelve tasks related to finger movements. The suitability of the user was identified using two neural networks with six parametric features. From the result, it was concluded thatfit women doing regular physical exercises aged between 26-30 years are best suitable for developing HMI for designing a prosthetic hand. Pattern Recognition Neural Network with AR Burg extraction features using extension movements will be a better way to design the HMI. However, Signal acquisition b...
Source: Current Signal Transduction Therapy - June 30, 2020 Category: Molecular Biology Source Type: research

A Hybrid Security System Based on Bit Rotation and Chaotic Maps
Conclusion: The performance of the proposed technique is evaluated using several metrics: Histograms of both original and cipher images, correlation of adjacent pixels and correlation between the original and cipher images, Number of Pixel Change Rate (NPCR), Unified Average Changing Intensity (UACI), Mean Square Error (MSE), and Peak Signal to Noise Ratio (PSNR). The results indicate a very secure technique to protect all types of images. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - June 30, 2020 Category: Molecular Biology Source Type: research

A Grayscale Image Hiding Encode Scheme for Secure Transmission
Conclusion: To evaluate the proposed MSI encoding process the time, signal to noise ratio, complexity and strength are considering as the parameters. In result, the MSI encode technique is providing good reconstruction image quality, strong against the pixel attack and HVA, less execution time than the conventional schemes. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - June 30, 2020 Category: Molecular Biology Source Type: research

Synchronization Based on Node Balance Set for Energy Conservation in Wireless Sensor Networks
Conclusion: Hypothetical study and experimental simulations are studied by various performance evaluation metrics namely clock offset, number of transmitted messages, delayed messages and Residual Energy. The results confirm that clustering with node balance set saves more energy in WSN and also it reduces synchronization errors. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - June 30, 2020 Category: Molecular Biology Source Type: research

To Minimize Fault Report and Bug Fixing Time using an Efficient Integration of Instance and Aspect Preferment Algorithm
Conclusion: The proposed technique helps to validate & verify software application in effective way. Reduction of data on fault triage aims to construct a high-superiority set of fault data in the small-scale system through eliminating the fault report. To applying an algorithm, fault data set and attributes are extracted from every fault data set and train a predictive model based on the historical dataset. Based on Experimental evaluations, proposed methodology reduces 0.06 ET (Execution Time), and improves 0.5 P (Precision), 0.75 R (Recall), 0.39 F-M (F-Measure) and 5.07% (accuracy) compared than existing methodologies....
Source: Current Signal Transduction Therapy - June 30, 2020 Category: Molecular Biology Source Type: research

Recent Innovations in Soft Computing Applications
(Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - June 30, 2020 Category: Molecular Biology Source Type: research

Current Therapy and Computational Drug Designing Approaches for Neurodegenerative Diseases -with Focus on Alzheimer’s and Parkinson’s.
Conclusion: The findings of this review confirm that therapies and current successful strategies for neurodegenerative disease are mainly symptomatic. Current research is mainly focused on preventing the progress of neurodegeneration. Various in silico techniques; ligand-based methods such as QSAR, virtual screening, pharmacophore mapping and structure-based methods such as homology modeling, docking studies have been used to identify therapeutic compounds for Alzheimer’s and Parkinson’s. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - June 30, 2020 Category: Molecular Biology Source Type: research

Novel Target Sites for Drug Screening: A Special Reference to Cancer, Rheumatoid Arthritis and Parkinson’s Disease
Conclusion: Alteration of signal transduction by a drug is the goal of chemogenomics, a new branch formed by combination of chemistry and genomics. The proliferation, angiogenesis and apoptosis of cancer cells are regulated by cellular signaling of transcription factors, protein kinases, transmembrane receptors, extracellular ligands and some external factors like oncogenic mutations, ubiquitin-proteasome pathway with epigenetic changes. Traditional anticancer drugs either alter DNA synthesis or control cell division while new drugs retard tumor growth or induce apoptosis. The deterioration of dopaminergic neurons in subst...
Source: Current Signal Transduction Therapy - June 30, 2020 Category: Molecular Biology Source Type: research

1,3,5-Triazine Analogs: A Potent Anticancer Scaffold
Conclusion: Various 1,3,5-triazine analogs have shown potent activities and may be regarded as clinical candidates for future anticancer formulations. This review may be helpful to those researchers seeking required information with regard to the drug design and medicinal properties of 1,3,5-triazine derivatives for selected targets. This review may also offer help to find and improve clinically viable anticancer molecules. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - June 30, 2020 Category: Molecular Biology Source Type: research

Recent Drug Targets Associated to Abnormal Signal Transduction Mediated Cancer, Rheumatoid Arthritis, Alzheimer’s and Parkinson’s disease
(Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - June 30, 2020 Category: Molecular Biology Source Type: research

Meet Our Editorial Board Member
(Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - June 30, 2020 Category: Molecular Biology Source Type: research

Acknowledgements to Reviewers
(Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - October 10, 2019 Category: Molecular Biology Source Type: research

Identifying User Suitability in sEMG Based Hand Prosthesis Using Neural Networks
Conclusion: In this paper a study was conducted to identify user suitability for designing hand prosthesis. Data were collected from ten subjects for twelve tasks related to finger movements. The suitability of the user was identified using two neural networks with six parametric features. From the result, it was concluded thatfit women doing regular physical exercises aged between 26-30 years are best suitable for developing HMI for designing a prosthetic hand. Pattern Recognition Neural Network with AR Burg extraction features using extension movements will be a better way to design the HMI. However, Signal acquisition b...
Source: Current Signal Transduction Therapy - October 10, 2019 Category: Molecular Biology Source Type: research

A Hybrid Security System Based on Bit Rotation and Chaotic Maps
Conclusion: The performance of the proposed technique is evaluated using several metrics: Histograms of both original and cipher images, correlation of adjacent pixels and correlation between the original and cipher images, Number of Pixel Change Rate (NPCR), Unified Average Changing Intensity (UACI), Mean Square Error (MSE), and Peak Signal to Noise Ratio (PSNR). The results indicate a very secure technique to protect all types of images. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - October 10, 2019 Category: Molecular Biology Source Type: research

A Grayscale Image Hiding Encode Scheme for Secure Transmission
Conclusion: To evaluate the proposed MSI encoding process the time, signal to noise ratio, complexity and strength are considering as the parameters. In result, the MSI encode technique is providing good reconstruction image quality, strong against the pixel attack and HVA, less execution time than the conventional schemes. (Source: Current Signal Transduction Therapy)
Source: Current Signal Transduction Therapy - October 10, 2019 Category: Molecular Biology Source Type: research