Repeat the detection experiment. حسب Yingying Liu (360782)

"…The research focuses on the advantages and problems of residual networks and depth-wise separable convolution modules, designs a new remote sensing image change detection model, and finally sets up experiments for verification. …"

Data Sheet 1_Impact of SARS-CoV-2 vaccination and of seasonal variations on the innate immune inflammatory response.pdf حسب Hend Jarras (13138641)

"…</p>Results<p>Our results show that IL-8 production after stimulation decreased after vaccination. In addition, the IL-8 response was significantly different depending on the season when the visit occurred, for both COVID-19 vaccinated and unvaccinated individuals.…"

Detection network structure with IRAU [34]. حسب Yingying Liu (360782)

"…The research focuses on the advantages and problems of residual networks and depth-wise separable convolution modules, designs a new remote sensing image change detection model, and finally sets up experiments for verification. …"

Ablation experiments of various block. حسب Yingying Liu (360782)

"…The research focuses on the advantages and problems of residual networks and depth-wise separable convolution modules, designs a new remote sensing image change detection model, and finally sets up experiments for verification. …"

Kappa coefficients for different algorithms. حسب Yingying Liu (360782)

"…The research focuses on the advantages and problems of residual networks and depth-wise separable convolution modules, designs a new remote sensing image change detection model, and finally sets up experiments for verification. …"

The structure of ASPP+ block. حسب Yingying Liu (360782)

"…The research focuses on the advantages and problems of residual networks and depth-wise separable convolution modules, designs a new remote sensing image change detection model, and finally sets up experiments for verification. …"

The structure of attention gate block [31]. حسب Yingying Liu (360782)

"…The research focuses on the advantages and problems of residual networks and depth-wise separable convolution modules, designs a new remote sensing image change detection model, and finally sets up experiments for verification. …"

Data Sheet 1_PitNET tissue deconvolution: tracing normal tissue residues and immune dynamics.pdf حسب Mattia Dalle Nogare (22696022)

"…However, its limited ability to resolve cellular heterogeneity – particularly in samples containing residual non-tumor pituitary cells – remains a significant challenge.</p>Objective<p>We developed and validated a tissue deconvolution framework using a reference dataset derived from single-nucleus RNA sequencing (snRNA-seq) of normal pituitary tissue, aimed at estimating cellular composition in PitNETs from bulk RNA-seq data and characterizing the tumor microenvironment (TME).…"

Data Sheet 2_Uncovering the heterogeneity of NK cells on the prognosis of HCC by integrating bulk and single-cell RNA-seq data.csv حسب Jiashuo Li (7865036)

"…Background<p>The tumor microenvironment (TME) plays a critical role in the development, progression, and clinical outcomes of hepatocellular carcinoma (HCC). …"

Image 2_Uncovering the heterogeneity of NK cells on the prognosis of HCC by integrating bulk and single-cell RNA-seq data.jpeg حسب Jiashuo Li (7865036)

"…Background<p>The tumor microenvironment (TME) plays a critical role in the development, progression, and clinical outcomes of hepatocellular carcinoma (HCC). …"

Image 4_Uncovering the heterogeneity of NK cells on the prognosis of HCC by integrating bulk and single-cell RNA-seq data.jpeg حسب Jiashuo Li (7865036)

"…Background<p>The tumor microenvironment (TME) plays a critical role in the development, progression, and clinical outcomes of hepatocellular carcinoma (HCC). …"

Image 3_Uncovering the heterogeneity of NK cells on the prognosis of HCC by integrating bulk and single-cell RNA-seq data.jpeg حسب Jiashuo Li (7865036)

"…Background<p>The tumor microenvironment (TME) plays a critical role in the development, progression, and clinical outcomes of hepatocellular carcinoma (HCC). …"

Image 5_Uncovering the heterogeneity of NK cells on the prognosis of HCC by integrating bulk and single-cell RNA-seq data.jpeg حسب Jiashuo Li (7865036)

"…Background<p>The tumor microenvironment (TME) plays a critical role in the development, progression, and clinical outcomes of hepatocellular carcinoma (HCC). …"

Data Sheet 2_PitNET tissue deconvolution: tracing normal tissue residues and immune dynamics.pdf حسب Mattia Dalle Nogare (22696022)

"…However, its limited ability to resolve cellular heterogeneity – particularly in samples containing residual non-tumor pituitary cells – remains a significant challenge.</p>Objective<p>We developed and validated a tissue deconvolution framework using a reference dataset derived from single-nucleus RNA sequencing (snRNA-seq) of normal pituitary tissue, aimed at estimating cellular composition in PitNETs from bulk RNA-seq data and characterizing the tumor microenvironment (TME).…"

Table 2_PitNET tissue deconvolution: tracing normal tissue residues and immune dynamics.xlsx حسب Mattia Dalle Nogare (22696022)

"…However, its limited ability to resolve cellular heterogeneity – particularly in samples containing residual non-tumor pituitary cells – remains a significant challenge.</p>Objective<p>We developed and validated a tissue deconvolution framework using a reference dataset derived from single-nucleus RNA sequencing (snRNA-seq) of normal pituitary tissue, aimed at estimating cellular composition in PitNETs from bulk RNA-seq data and characterizing the tumor microenvironment (TME).…"

Table 1_PitNET tissue deconvolution: tracing normal tissue residues and immune dynamics.xlsx حسب Mattia Dalle Nogare (22696022)

"…However, its limited ability to resolve cellular heterogeneity – particularly in samples containing residual non-tumor pituitary cells – remains a significant challenge.</p>Objective<p>We developed and validated a tissue deconvolution framework using a reference dataset derived from single-nucleus RNA sequencing (snRNA-seq) of normal pituitary tissue, aimed at estimating cellular composition in PitNETs from bulk RNA-seq data and characterizing the tumor microenvironment (TME).…"

Table 1_Evolving landscape of female cancers along with attributable risk factors in China from 1990 to 2021, and projections to 2040.xlsx حسب Yali Han (4676677)

"…Background<p>Female cancers pose a significant health burden in China, and this study identified and projected epidemiological trends of these cancers.…"

Data Sheet 1_Evolving landscape of female cancers along with attributable risk factors in China from 1990 to 2021, and projections to 2040.pdf حسب Yali Han (4676677)

"…Background<p>Female cancers pose a significant health burden in China, and this study identified and projected epidemiological trends of these cancers.…"

Table 2_Evolving landscape of female cancers along with attributable risk factors in China from 1990 to 2021, and projections to 2040.xlsx حسب Yali Han (4676677)

"…Background<p>Female cancers pose a significant health burden in China, and this study identified and projected epidemiological trends of these cancers.…"

Table 3_PitNET tissue deconvolution: tracing normal tissue residues and immune dynamics.xlsx حسب Mattia Dalle Nogare (22696022)

"…However, its limited ability to resolve cellular heterogeneity – particularly in samples containing residual non-tumor pituitary cells – remains a significant challenge.</p>Objective<p>We developed and validated a tissue deconvolution framework using a reference dataset derived from single-nucleus RNA sequencing (snRNA-seq) of normal pituitary tissue, aimed at estimating cellular composition in PitNETs from bulk RNA-seq data and characterizing the tumor microenvironment (TME).…"