The proceedings contain 55 papers. The topics discussed include: low-power listening goes multi-channel;PhyTraces: simulating new RF environments with physical layer traces;a novel wake-up receiver with addressing cap...
ISBN:
(纸本)9781479946198
The proceedings contain 55 papers. The topics discussed include: low-power listening goes multi-channel;PhyTraces: simulating new RF environments with physical layer traces;a novel wake-up receiver with addressing capability for wireless sensor nodes;symmetric coherent link degree, adaptive throughput-transmission power for wireless sensor networks;indoor occupant positioning system using active RFID deployment and particle filters;harnessing non-uniform transmit power levels for improved sequence based localization;FlashTrack: a fast, in-network tracking system for sensor networks;crowd-sensing with polarized sources;a dual-sensor enabled indoor localization system with Crowdsensing spot survey;on decentralized in-network aggregation in real-world scenarios with crowd mobility;and the information funnel: exploiting named data for information-maximizing data collection.
Intelligent Transportation systems (ITS) rely heavily on Vehicular Ad Hoc Networks (VANETs) to enable secure and reliable communication between vehicles and roadside infrastructure. However, Shor's algorithm poses...
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bioinformatics and biomedicine research is fundamental to our understanding of complex biological systems, impacting the science and technology of fields ranging from agricultural and environmental sciences to pharmac...
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bioinformatics and biomedicine research is fundamental to our understanding of complex biological systems, impacting the science and technology of fields ranging from agricultural and environmental sciences to pharmaceutical and medical sciences. This type of research requires close collaboration among multidisciplinary teams of researchers in computer science, statistics, physics, engineering, life sciences and medical sciences, and their interfaces. The ieee International conference on bioinformatics and Biomedicine (BIBM) aims to provide an open and interactive forum to catalyze the cross-fertilization of ideas from these disciplines and to bridge our knowledge gaps.
The proceedings contain 134 papers. The topics discussed include: stepping up the pace of discovery: the genomes to life program;the role of algorithmic research in computational genomics;high performance computationa...
ISBN:
(纸本)0769520006
The proceedings contain 134 papers. The topics discussed include: stepping up the pace of discovery: the genomes to life program;the role of algorithmic research in computational genomics;high performance computational biology - past progress and future promise;bridging paradigm gaps between biology and engineering;microbial functional genomics: pulling together a variety of approaches and concepts;the sea urchin endomesoderm gene regulatory network, an encoded logic map for early development;epitope prediction algorithms for peptide-based vaccine design;eulerian path methods for multiple sequence alignment;integrating bioinformatics advances into disease management systems to improve quality of care;motifs and modules in cellular signal processing: applications to microbial stress response pathways;and analysis of the genetic potential and gene expression of microbial communities involved in the in situ bioremediation of uranium and harvesting electrical energy from organic matter.
The proceedings contain 184 papers. The topics discussed include: systems genetics: experimental and computational challenges;emerging trends for decentralized e-health services in smart cities;a profile-based trust m...
ISBN:
(纸本)9781479931637
The proceedings contain 184 papers. The topics discussed include: systems genetics: experimental and computational challenges;emerging trends for decentralized e-health services in smart cities;a profile-based trust management scheme for ubiquitous healthcare environment;CloudStudy: a cloud-based system for supporting multi-centre studies;an architecture for designing future Internet (FI) applications in sensitive domains: expressing the software to data paradigm by utilizing hybrid cloud technology;quering functional brain connectomics to discover consistent subgraph patterns;a system for optically controlling neural circuits with very high spatial and temporal resolution;towards an overall 3-D vector field reconstruction via discretization and a linear equations system;a low-cost embedded real-time 3D stereo matching system for surveillance applications;and a wearable ultrasound multi-transducer array system for abdominal organs monitoring.
The proceedings contain 421 papers. The topics discussed include: quantification of visual diagnostic heuristics during simulated pathology diagnosis;on the robustness of mixture model-based unsupervised learning in s...
ISBN:
(纸本)9781509030491
The proceedings contain 421 papers. The topics discussed include: quantification of visual diagnostic heuristics during simulated pathology diagnosis;on the robustness of mixture model-based unsupervised learning in single-cell analyses;an adaptive refinement for community detection methods for disease module identification in biological networks using novel metric based on connectivity, conductance & modularity;improving quality of ligand-binding site prediction with bayesian optimization;application of deep learning in genomic selection;development of 'KBCommons' - universal informatics framework for multi-omics translational research;near-light perspective shape from shading for 3D visualizations in endoscopy systems;development of an informatics analytics workflow for DAPSEQ data exploration and validation for auxin response factors in maize;discovering multifactorial associations with the development of age-related cataract using contrast mining;a deep-learning framework for amidation site prediction;schema matching and data integration on protein ncounter data;inductive identification of functional status information and establishing a gold standard corpus;and identification of cancer drug sensitivity biomarkers.
The following topics were dealt with: biological data mining;high performance biocomputing; comparative genomics; biological databases; data integration; data visualization; molecular sequence analysis; healthcare inf...
The following topics were dealt with: biological data mining;high performance biocomputing; comparative genomics; biological databases; data integration; data visualization; molecular sequence analysis; healthcare informatics; computational proteomics; protein structure; computationalsystems biology; microarray design; ontologies; gene networks; biomedical signal processing; biomedical image processing; biomedical information systems; and intelligent biomedical knowledge discovery.
Tuberculosis, caused by Mycobacterium tuberculosis, remains a significant public health issue globally, exacerbated by the growing prevalence of multidrug-resistant strains and the lack of new therapeutic options. Des...
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ISBN:
(数字)9798331519957
ISBN:
(纸本)9798331519964
Tuberculosis, caused by Mycobacterium tuberculosis, remains a significant public health issue globally, exacerbated by the growing prevalence of multidrug-resistant strains and the lack of new therapeutic options. Despite extensive research efforts, there remains a critical need to effectively harness the vast amount of available data to drive new insights and treatment strategies. Currently, over 200,000 genomes of Mycobacterium tuberculosis are publicly available, and there are more than 100,000 scientific articles on PubMed concerning this bacterium. The potential for breakthroughs is immense if we can systematically study these two corpora in conjunction. However, the scale of these datasets necessitates the development of new tools based on big data analytics, artificial intelligence, and large language models (LLMs). This paper presents a study on the application of information retrieval (IR) techniques for performing Retrieval-Augmented Generation (RAG) to facilitate access to current knowledge about Mycobacterium tuberculosis. The approach integrates IR and response generation to provide relevant and contextually appropriate answers to user queries, leveraging scientific documents and genomic data.
The following topics are discussed: computational structural bioinformatics; biomedical and hearth informatics; systems biology and medicine; and data mining in functional genomics.
The following topics are discussed: computational structural bioinformatics; biomedical and hearth informatics; systems biology and medicine; and data mining in functional genomics.
In this paper, we present the development and use of an automated platform that integrates the evaluation of genomic metadata from single-cells in colorectal tissues with the open source KEGG genomic database via API ...
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ISBN:
(数字)9798331502461
ISBN:
(纸本)9798331502478
In this paper, we present the development and use of an automated platform that integrates the evaluation of genomic metadata from single-cells in colorectal tissues with the open source KEGG genomic database via API using the Biopython package. The system collects and fuses the information into its own PostgreSQL database, from which the results of the analysis are transferred to a graphical user interface using the NpgSql extension. Thus, the implemented application allows the identification of molecular pathways and gene-specific drug targets associated with the mutated genes per cell, providing the combined visualization of tumor diagnostics and gene therapy opportunities. Using the application, 9 predefined gene panels, containing 2800 genes, were analyzed based on which the molecular pathway and drug target coverage of the genes, as well as the correlation between the pathways and drug target values were evaluated.
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