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Method for Essential Protein Prediction Based on the Naïve Bayesian Classifier and Bioinformation Fusion
In this article, a novel approach called EPNBC has been proposed by combining the biological information with the naïve Bayesian classifier and PageRank algorithm to predict potential essential proteins. In EPNBC, the naïve Bayesian classifier is used ...
Detection of Novel Gene Biomarkers in non-small cell lung cancer using integrated approaches in DNA methylation expression
Lung cancer is one of primal and ubiquitous cause of cancer related fatalities in the world. Leading cause of these fatalities is non-small cell lung cancer (NSCLC) with a percentage of 85. The major subtypes of NSCLC are Lung Adenocarcinoma (LUAD), ...
Network Analysis Identifies Potential Small-Molecule Drugs Sensitizing Triple-Negative Breast Cancer to Tamoxifen: Small-Molecule Drugs Re-sensitizing TNBC to Tamoxifen
Background: Triple-negative breast cancer (TNBC) is the most aggressive type of breast cancer and does not benefit from endocrine therapy targeting the estrogen receptor (ER). Increasing the expression of ER in TNBC cells using pharmacological tools may ...
Causal associations between neuroinflammation and Alzheimer's disease risk
Alzheimer's disease (AD) is an age-related disorder characterised by the degeneration of neurons, which leads to cognitive function. Recent research on the genetic basis of AD found some evidence of the potential implication of several risk genes in AD. ...
Label-free based proteomics analysis of tissue profiles reveals the pathogenesis of colorectal cancer
Colorectal cancer (CRC) has seriously threatened human life and health. Nowadays, research on the pathogenesis, diagnosis and treatment of CRC is still ongoing. Finding safe, convenient and reliable protein biomarkers of CRC will contribute to CRC ...
Evaluating Novel Mask-RCNN Architectures for Ear Mask Segmentation
The human ear is generally universal, collectible, distinct, and permanent. Ear-based biometric recognition is a niche and recent approach that is being explored. For any ear-based biometric algorithm to perform well, ear detection and segmentation ...
A machine learning approach to predict the hospital length of stay after kidney surgery
- Marta Rosaria Marino,
- Massimo Majolo,
- Marco Grasso,
- Giuseppe Russo,
- Giuseppe Longo,
- Maria Triassi,
- Teresa Angela Trunfio
The analysis of the hospital length of stay could provide a new perspective in the design of strategies to optimize the patients’ management, the clinical operations, and, not least, improve the overall healthcare service quality perceived by both ...
Predicting Microbe-Disease Associations via Multiple Layer Graph Convolutional Network and Attention Mechanism
Recently clinical evidences have confirmed that human diseases are affected by the microbes inhabiting human bodies. Identifying latent microbe-disease associations can provide a deep insight into the pathogenesis of diseases. However, traditional ...
Application of machine learning to Isoniazid resistance analysis
Correct and timely detection of Mycobacterium tuberculosis (MTB) resistance against existing tuberculosis (TB) drugs is essential for the limit of TB amplification. The objectives of the projects are (1) to develop classification models that help ...
Extracting spatial-temporal characteristics from Dynamic Connectivity Network with rs-fMRI Data for AD Classification
Resting-state functional magnetic resonance imaging (rs-fMRI) based dynamic functional connectivity (dynamic FC) networks have been used to better comprehend the functioning of the brain, and have been used to early stage (i.e., mild cognitive ...
Gene Circuit Construction and Simulation in Probiotics to Metabolize Alcohol
Flushing response after alcohol consumption is common in East Asia, caused by alcohol enzyme deficiency. Alcohol dehydrogenase (ADH), the major enzyme in alcohol metabolism pathways, are deficient to dissolve alcohol. People with decreased numbers and ...
Application of Computer Management System Function in Standard Design of Insulin Pen Injection Program
Abstract. Diabetes is a common disease that affects human health, and its incidence is on the rise in recent years. With the increase in the number of diabetic patients, the prolongation of the course of the disease and the aggravation of the disease, ...
CT-X-Ray Registration Via Spatial-Projective Dual Transformer Network Fused With Target Detection
Registration of CT-X-rays is crucial in high-precision orthopedic surgery. In this study, a deep learning network integrating convolution and transformer modules is proposed as a model for measuring image similarity for the registration of CT-X-rays. By ...
Effects of Photobiomodulation therapy on relieving peripheral and central fatigue in the grip exercise
This study aimed to investigate the effect of photobiomodulation therapy (PBMT) on muscle fatigue (i.e., peripheral and central fatigue) after performing the grip exercise. Eleven healthy college students were recruited to participate in a crossover, ...
CEEMDAN-Wavelet Threshold Denoising Method on sEMG
In view of the fact that the collected sEMG signal contains a lot of noise, which makes it impossible to accurately identify and analyze the signal, this paper proposes a method that complete ensemble empirical mode decomposition with adaptive noise and ...
Study of coronary artery bypass grafting admission in Covid-19 era: a bicentric study
- Marta Rosaria Marino,
- Eliana Raiola,
- Giuseppe Russo,
- Andrea Lombardi,
- Anna Borrelli,
- Maria Triassi,
- Teresa Angela Trunfio
The Covid-19 pandemic that began in December 2019 and is still underway in 2022 has changed many habits and protocols in different economic industries including healthcare. In the specific case, the change in protocols and management of work activities ...
Antioxidant Properties of Asian Originated Biomaterials Detected with DNA-wrapped Single Walled Carbon Nanotubes
We synthesized double-stranded deoxyribonucleic acid (dsDNA)-wrapped single walled carbon nanotube complexes (dsDNA-SWNT complexes). These dsDNA-SWNT complexes were applied in detecting antioxidant potencies of two biomaterials: coconut water and banana ...
Brain entrainment by audio-visual gamma frequency stimulations
Neurodegeneration, network alteration and cognitive deficits are commonly observed in patients with Alzheimer's disease. To improve the altered brain networks, external stimulations at gamma frequency have been applied in animal models and human ...
The Chemical and Spectroscopic Analysis of Unani Medicine Safi
Safi an Ayurvedic medicine being used from times immoral have been analysed for the presence of various phytochemicals, minerals by various analytical procedures. The phytochemicals like, tannins, flavonoids, carbohydrates, and steroids have been found ...
Analysis of the impact of COVID-19 on the organization of liver transplantation
- Marta Rosaria Marino,
- Eliana Raiola,
- Ruggero Rispo,
- Giuseppe Russo,
- Giuseppe Longo,
- Maria Triassi,
- Teresa Angela Trunfio
The Coronavirus 2 (SARS-CoV-2), causing severe acute respiratory syndrome, is the source of the global pandemic known as Coronavirus Disease-2019 (COVID-19). The comorbidities, such as diabetes mellitus, cardiovascular disorders such hypertension, ...
Index Terms
- Proceedings of the 2022 11th International Conference on Bioinformatics and Biomedical Science