Code and data for evaluating oil spill amount from text-form incident information حسب Yiming Liu (18823387)

"…These are separately stored in the folders “description” and “posts”.</p><h2>Algorithms for Evaluating Release Amount (RA)</h2><p dir="ltr">The algorithms are split into the following three notebooks based on their functions:</p><ol><li><b>"1_RA_extraction.ipynb"</b>:</li><li><ul><li>Identifies oil spill-related incidents from raw incident data.…"

Image 7_Transcriptomic profiling of diabetic retinopathy: insights into RPL11 and bisphenol A.jpeg حسب Jian Zhang (1682)

"…</p>Conclusion<p>This research analyzed molecular associations related to DR using peripheral blood transcriptomic data, identifying RPL11 as a hypothesis-generating molecule with potential associations with DR in peripheral blood—this finding serves as a hypothesis-generating candidate for subsequent DR-related molecular research. …"

Image 5_Transcriptomic profiling of diabetic retinopathy: insights into RPL11 and bisphenol A.jpeg حسب Jian Zhang (1682)

"…</p>Conclusion<p>This research analyzed molecular associations related to DR using peripheral blood transcriptomic data, identifying RPL11 as a hypothesis-generating molecule with potential associations with DR in peripheral blood—this finding serves as a hypothesis-generating candidate for subsequent DR-related molecular research. …"

Image 3_Transcriptomic profiling of diabetic retinopathy: insights into RPL11 and bisphenol A.jpeg حسب Jian Zhang (1682)

"…</p>Conclusion<p>This research analyzed molecular associations related to DR using peripheral blood transcriptomic data, identifying RPL11 as a hypothesis-generating molecule with potential associations with DR in peripheral blood—this finding serves as a hypothesis-generating candidate for subsequent DR-related molecular research. …"

Image 6_Transcriptomic profiling of diabetic retinopathy: insights into RPL11 and bisphenol A.jpeg حسب Jian Zhang (1682)

"…</p>Conclusion<p>This research analyzed molecular associations related to DR using peripheral blood transcriptomic data, identifying RPL11 as a hypothesis-generating molecule with potential associations with DR in peripheral blood—this finding serves as a hypothesis-generating candidate for subsequent DR-related molecular research. …"

Image 4_Transcriptomic profiling of diabetic retinopathy: insights into RPL11 and bisphenol A.jpeg حسب Jian Zhang (1682)

"…</p>Conclusion<p>This research analyzed molecular associations related to DR using peripheral blood transcriptomic data, identifying RPL11 as a hypothesis-generating molecule with potential associations with DR in peripheral blood—this finding serves as a hypothesis-generating candidate for subsequent DR-related molecular research. …"

Image 1_Transcriptomic profiling of diabetic retinopathy: insights into RPL11 and bisphenol A.jpeg حسب Jian Zhang (1682)

"…</p>Conclusion<p>This research analyzed molecular associations related to DR using peripheral blood transcriptomic data, identifying RPL11 as a hypothesis-generating molecule with potential associations with DR in peripheral blood—this finding serves as a hypothesis-generating candidate for subsequent DR-related molecular research. …"

Image 2_Transcriptomic profiling of diabetic retinopathy: insights into RPL11 and bisphenol A.jpeg حسب Jian Zhang (1682)

"…</p>Conclusion<p>This research analyzed molecular associations related to DR using peripheral blood transcriptomic data, identifying RPL11 as a hypothesis-generating molecule with potential associations with DR in peripheral blood—this finding serves as a hypothesis-generating candidate for subsequent DR-related molecular research. …"

CSPP instance حسب peixiang wang (19499344)

"…</b></p><p dir="ltr">Its primary function is to create structured datasets that simulate container terminal operations, which can then be used for developing, testing, and benchmarking optimization algorithms (e.g., for yard stacking strategies, vessel stowage planning).…"

Spatiotemporal Soil Erosion Dataset for the Yarlung Tsangpo River Basin (1990–2100) حسب peng xin (21382394)

"…Bias correction was conducted using a 25-year baseline (1990–2014), with adjustments made monthly to correct for seasonal biases. The corrected bias functions were then applied to adjust the years (2020–2100) of daily rainfall data using the "ibicus" package, an open-source Python tool for bias adjustment and climate model evaluation. …"

Table 12_Decoding immune-metabolic crosstalk in ARDS: a transcriptomic exploration of biomarkers, cellular dynamics, and therapeutic pathways.xlsx حسب Ting Wu (106368)

"…Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was used for biomarker validation in human whole blood samples. The functional validation of candidate biomarkers was performed in lipopolysaccharide (LPS)-induced ARDS mouse models (peripheral blood neutrophils and lung tissues) and THP-1-derived macrophages.…"

Table 9_Decoding immune-metabolic crosstalk in ARDS: a transcriptomic exploration of biomarkers, cellular dynamics, and therapeutic pathways.xlsx حسب Ting Wu (106368)

"…Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was used for biomarker validation in human whole blood samples. The functional validation of candidate biomarkers was performed in lipopolysaccharide (LPS)-induced ARDS mouse models (peripheral blood neutrophils and lung tissues) and THP-1-derived macrophages.…"

Table 8_Decoding immune-metabolic crosstalk in ARDS: a transcriptomic exploration of biomarkers, cellular dynamics, and therapeutic pathways.xlsx حسب Ting Wu (106368)

"…Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was used for biomarker validation in human whole blood samples. The functional validation of candidate biomarkers was performed in lipopolysaccharide (LPS)-induced ARDS mouse models (peripheral blood neutrophils and lung tissues) and THP-1-derived macrophages.…"

Table 1_Decoding immune-metabolic crosstalk in ARDS: a transcriptomic exploration of biomarkers, cellular dynamics, and therapeutic pathways.xlsx حسب Ting Wu (106368)

"…Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was used for biomarker validation in human whole blood samples. The functional validation of candidate biomarkers was performed in lipopolysaccharide (LPS)-induced ARDS mouse models (peripheral blood neutrophils and lung tissues) and THP-1-derived macrophages.…"

Table 2_Decoding immune-metabolic crosstalk in ARDS: a transcriptomic exploration of biomarkers, cellular dynamics, and therapeutic pathways.xlsx حسب Ting Wu (106368)

"…Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was used for biomarker validation in human whole blood samples. The functional validation of candidate biomarkers was performed in lipopolysaccharide (LPS)-induced ARDS mouse models (peripheral blood neutrophils and lung tissues) and THP-1-derived macrophages.…"

Table 3_Decoding immune-metabolic crosstalk in ARDS: a transcriptomic exploration of biomarkers, cellular dynamics, and therapeutic pathways.xlsx حسب Ting Wu (106368)

"…Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was used for biomarker validation in human whole blood samples. The functional validation of candidate biomarkers was performed in lipopolysaccharide (LPS)-induced ARDS mouse models (peripheral blood neutrophils and lung tissues) and THP-1-derived macrophages.…"

Table 5_Decoding immune-metabolic crosstalk in ARDS: a transcriptomic exploration of biomarkers, cellular dynamics, and therapeutic pathways.doc حسب Ting Wu (106368)

"…Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was used for biomarker validation in human whole blood samples. The functional validation of candidate biomarkers was performed in lipopolysaccharide (LPS)-induced ARDS mouse models (peripheral blood neutrophils and lung tissues) and THP-1-derived macrophages.…"

Table 13_Decoding immune-metabolic crosstalk in ARDS: a transcriptomic exploration of biomarkers, cellular dynamics, and therapeutic pathways.doc حسب Ting Wu (106368)

"…Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was used for biomarker validation in human whole blood samples. The functional validation of candidate biomarkers was performed in lipopolysaccharide (LPS)-induced ARDS mouse models (peripheral blood neutrophils and lung tissues) and THP-1-derived macrophages.…"

Table 6_Decoding immune-metabolic crosstalk in ARDS: a transcriptomic exploration of biomarkers, cellular dynamics, and therapeutic pathways.xlsx حسب Ting Wu (106368)

"…Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was used for biomarker validation in human whole blood samples. The functional validation of candidate biomarkers was performed in lipopolysaccharide (LPS)-induced ARDS mouse models (peripheral blood neutrophils and lung tissues) and THP-1-derived macrophages.…"

Table 11_Decoding immune-metabolic crosstalk in ARDS: a transcriptomic exploration of biomarkers, cellular dynamics, and therapeutic pathways.xlsx حسب Ting Wu (106368)

"…Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was used for biomarker validation in human whole blood samples. The functional validation of candidate biomarkers was performed in lipopolysaccharide (LPS)-induced ARDS mouse models (peripheral blood neutrophils and lung tissues) and THP-1-derived macrophages.…"