Industrial time-series modeling via adapted receptive field temporal convolution networks integrating regularly updated multi-region operations based on PCA
Sign Up to like & getrecommendations! Published in 2020 at "Chemical Engineering Science"
DOI: 10.1016/j.ces.2020.115956
Abstract: Abstract Deep learning methods, especially the RNN based approaches, have been applied to the industrial time-series modeling these years successfully. However, the RNN based methods cannot overcome the enormous amount of iterative calculation. Traditional CNN… read more here.
Keywords: time series; regularly updated; method; series modeling ... See more keywords
High-Density, Long-Lasting, and Multi-region Electrophysiological Recordings Using Polymer Electrode Arrays
Sign Up to like & getrecommendations! Published in 2019 at "Neuron"
DOI: 10.1016/j.neuron.2018.11.002
Abstract: The brain is a massive neuronal network, organized into anatomically distributed sub-circuits, with functionally relevant activity occurring at timescales ranging from milliseconds to years. Current methods to monitor neural activity, however, lack the necessary conjunction… read more here.
Keywords: density long; high density; lasting multi; long lasting ... See more keywords
Spatial genomic heterogeneity in multiple myeloma revealed by multi-region sequencing
Sign Up to like & getrecommendations! Published in 2017 at "Nature Communications"
DOI: 10.1038/s41467-017-00296-y
Abstract: In multiple myeloma malignant plasma cells expand within the bone marrow. Since this site is well-perfused, a rapid dissemination of “fitter” clones may be anticipated. However, an imbalanced distribution of multiple myeloma is frequently observed… read more here.
Keywords: region sequencing; myeloma; heterogeneity; multiple myeloma ... See more keywords
Prediction of radiation pneumonitis after definitive radiotherapy for locally advanced non-small cell lung cancer using multi-region radiomics analysis
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-95643-x
Abstract: To predict grade ≥ 2 radiation pneumonitis (RP) in patients with locally advanced non-small cell lung cancer (NSCLC) using multi-region radiomics analysis. Data from 77 patients with NSCLC who underwent definitive radiotherapy between 2008 and 2018 were… read more here.
Keywords: multi region; analysis; region radiomics; radiomics analysis ... See more keywords
MesKit: a tool kit for dissecting cancer evolution of multi-region tumor biopsies through somatic alterations
Sign Up to like & getrecommendations! Published in 2021 at "GigaScience"
DOI: 10.1093/gigascience/giab036
Abstract: Abstract Background Multi-region sequencing (MRS) has been widely used to analyze intra-tumor heterogeneity (ITH) and cancer evolution. However, comprehensive analysis of mutational data from MRS is still challenging, necessitating complicated integration of a plethora of… read more here.
Keywords: meskit; cancer; cancer evolution; somatic alterations ... See more keywords
Non-Orthogonal Multiple Access Assisted Multi-Region Geocast
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2017.2782821
Abstract: This paper proposes a novel location-based multi-group multicast framework, which is termed non-orthogonal multiple access (NOMA)-assisted multi-region geocast. This novel spectrum sharing framework exploits the NOMA technology to realize the simultaneous delivery of different messages… read more here.
Keywords: assisted multi; non orthogonal; multiple access; orthogonal multiple ... See more keywords
Multi-Region Two-Stream Deep Architecture for Visual Power Monitoring Systems
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3061084
Abstract: Judging imaging quality is an important part of the maintenance of visual intelligent monitoring systems for electrical power scenes. However, accurate and efficient identification of possible abnormalities in imaging quality remains challenging. This paper proposes… read more here.
Keywords: two stream; region; monitoring systems; multi region ... See more keywords
A Parylene Neural Probe Array for Multi-Region Deep Brain Recordings
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Microelectromechanical Systems"
DOI: 10.1109/jmems.2020.3000235
Abstract: A Parylene C polymer neural probe array with 64 electrodes purposefully positioned across 8 individual shanks to anatomically match specific regions of the hippocampus was designed, fabricated, characterized, and implemented in vivo for enabling recording… read more here.
Keywords: deep brain; probe array; neural probe; brain ... See more keywords
Learning mutational graphs of individual tumour evolution from single-cell and multi-region sequencing data
Sign Up to like & getrecommendations! Published in 2019 at "BMC Bioinformatics"
DOI: 10.1186/s12859-019-2795-4
Abstract: BackgroundA large number of algorithms is being developed to reconstruct evolutionary models of individual tumours from genome sequencing data. Most methods can analyze multiple samples collected either through bulk multi-region sequencing experiments or the sequencing… read more here.
Keywords: single cell; sequencing data; multi region; tumour evolution ... See more keywords
A Pilot Study of Baseline Spatial Genomic Heterogeneity in Primary Gastric Cancers Using Multi-Region Endoscopic Sampling
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2020.00225
Abstract: Intertumoral heterogeneity among actionable biomarkers including ERBB2, FGFR2 and EGFR has been observed to occur under therapeutic pressure in advanced gastric cancer. However, baseline intratumoral heterogeneity at diagnosis is understudied and may impact clinical outcomes.… read more here.
Keywords: gastric cancers; heterogeneity; heterogeneity primary; intratumoral heterogeneity ... See more keywords
Wireless Photometry Prototype for Tri-Color Excitation and Multi-Region Recording
Sign Up to like & getrecommendations! Published in 2022 at "Micromachines"
DOI: 10.3390/mi13050727
Abstract: Visualizing neuronal activation and neurotransmitter release by using fluorescent sensors is increasingly popular. The main drawback of contemporary multi-color or multi-region fiber photometry systems is the tethered structure that prevents the free movement of the… read more here.
Keywords: excitation; color; wireless photometry; prototype ... See more keywords