Biomedical and Computational Biology
Second International Symposium, BECB 2022, Virtual Event, August 13–15, 2022, Revised Selected Papers
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Life Sciences
Computer Communication Networks
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Chapter and Conference Paper
Chemistry-Wise Augmentations for Molecule Graph Self-supervised Representation Learning
In molecular property prediction tasks, graph neural networks have become a widely used tool. Recently, self-supervised learning frameworks, especially contrastive learning, gathered growing attention for the ...
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Chapter and Conference Paper
On Stability Assessment Using the WalkIT Smart Rollator
Stability loss may lead to serious injury. Fall risk is often assessed using wearable sensors and/or external motion capture devices. However, these approaches may not be valid for all environments. As rollato...
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Chapter and Conference Paper
The Importance of Prognostic Variables to Monitoring Heart Failure Using Health Management Systems
Heart Failure is a syndromal disease affecting about 2% of the world’s adult population and about 10% of adults over 70 years of age. Because of the progressive nature of this disease, continuous and close mon...
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Chapter and Conference Paper
Modelling of Anti-amyloid-Beta Therapy for Alzheimer’s Disease
A healthy brain clears different types of debris with the help of specialized glial cells. These cells contiguously tile the entire central nervous system (CNS), exert many essential complex functions in the h...
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Chapter and Conference Paper
Ensembles of Heuristics and Computational Optimisation in Highly Flexible Manufacturing System
The objective of a Flexible Manufacturing System (FMS) is to respond faster to changes in products and demands with minimum changeover cost. However, layout changes in FMS are not automatic and required human ...
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Chapter and Conference Paper
HetBiSyn: Predicting Anticancer Synergistic Drug Combinations Featuring Bi-perspective Drug Embedding with Heterogeneous Data
Synergistic drug combination is a promising solution to cancer treatment. Since the combinatorial space of drug combinations is too vast to be traversed through experiments, computational methods based on deep...
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Chapter and Conference Paper
CSA-MEM: Enhancing Circular DNA Multiple Alignment Through Text Indexing Algorithms
In the realm of Bioinformatics, the comparison of DNA sequences is essential for tasks such as phylogenetic identification, comparative genomics, and genome reconstruction. Methods for estimating sequence simi...
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Chapter and Conference Paper
ECG Hearbeat Classification Based on Multi-scale Convolutional Neural Networks
Clinical applications require automating ECG signal processing and classification. This paper investigates the impact of multiscale input filtering techniques and feature map blocks on the performance of CNN m...
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Chapter and Conference Paper
Prediction of Transportation Orders in Logistics Based on LSTM: Cargo Taxi
This work presents the application of LSTM neural network in prediction of transportation orders. In case of logistic transport, the empty return routs can be minimized by matching new orders in the vicinity o...
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Chapter and Conference Paper
Neuroscience, Neuroaesthetics, Semiotics and Effective Communication of COVID-19 Warning Information
The need to indicate the significant adverse effects of COVID-19 and the behaviour desired from the population to address this offer an excellent context to consider the varied approaches to providing such inf...
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Chapter and Conference Paper
Comparison Between Two Hospitals to Study the Impact of COVID-19 on Emergency Medicine Activities
Beginning in December 2019, a new epidemic, called COVID-19 has disrupted our lives. Tt started from the city of Wuhan in China to affect the whole world. This epidemic has changed the health care systems arou...
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Chapter and Conference Paper
Detecting Intra Ventricular Haemorrhage in Preterm Neonates Using LSTM Autoencoders
The neonatal period is a critical stage where physiological adaptations for extra-uterine life occur, and newborns are vulnerable to various diseases and disorders. Among these conditions, preterm neonates (PN...
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Chapter and Conference Paper
Training Strategies for Covid-19 Severity Classification
The COVID-19 pandemic has posed a significant public health challenge on a global scale. It is imperative that we continue to undertake research in order to identify early markers of disease progression, enhan...
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Chapter and Conference Paper
Electromagnetic-Induced Calcium Signal with Network Coding for Molecular Communications
Molecular communication (MC) has become a new communication technology between nano-scale devices due to its biocompatibility and low energy consumption. Calcium signaling gradually becomes a hot research topi...
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Chapter and Conference Paper
Identification of InhA-Inhibitors Interaction Fingerprints that Affect Residence Time
Drug development is a complex process that remains subject to risks and uncertainties. In its early days, much emphasis was placed on the equilibrium binding affinity of a drug to a particular target, which is...
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Chapter and Conference Paper
Agent Based Modeling of Fish Shoal Behavior
Fish require a sufficient amount of dissolved oxygen in the water to breathe and maintain their metabolic functions. Insufficient levels of dissolved oxygen can lead to stress, illness, and even death among th...
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Chapter and Conference Paper
Exploring Racial Disparities in Triple-Negative Breast Cancer: Insights from Feature Selection Algorithms
Triple-negative breast cancer (TNBC) is a challenging subtype with pronounced racial disparities, more prevalent in African American (AA) women. We employed diverse feature selection algorithms, including filt...
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Chapter and Conference Paper
Simulating Tumor Evolution from scDNA-Seq as an Accumulation of both SNVs and CNAs
Ever since single-cell sequencing (scDNA-seq) was coined ‘method of the year’ in 2013, it has provided many insights into the evolution of tumors, viewed as a branching process of accumulating cancerous mutati...
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Book and Conference Proceedings
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Chapter and Conference Paper
Replacing Goniophotometer with Camera and U-Net with Hypercolumn Rescale Block
We deal with replacing a costly and slow goniophotometer device with a standard, inexpensive, and fast camera in the task of evaluating an illuminated area by a car headlamp. This solution is novel, has not ye...
