Data Sheet 1_Exploring nonlinear and interaction effects of urban campus built environments on exercise walking using crowdsourced data.csv حسب Bo Lu (241075)

"…</p>Methods<p>This study utilized crowdsourced exercise walking data and incorporated diverse campus characteristics to construct a multidimensional variable system. …"

Data Sheet 2_Exploring nonlinear and interaction effects of urban campus built environments on exercise walking using crowdsourced data.csv حسب Bo Lu (241075)

"…</p>Methods<p>This study utilized crowdsourced exercise walking data and incorporated diverse campus characteristics to construct a multidimensional variable system. …"

Figure 3 from Chromothripsis-Mediated Small Cell Lung Carcinoma حسب Natasha Rekhtman (15014156)

"…<b>B,</b> CN log ratio plots from the FACETS algorithm displaying the distinctive oscillating CN states on chromosomes with chromothripsis. …"

Supporting data for "Fracture and Non-linear Response of Biopolymer Network with Dynamic Cross-linkers" حسب Bingxian Tang (9151802)

"…It details the input parameters, such as line density and crosslink number, as well as the algorithms employed for filament arrangement and crosslink determination. …"

Table_1_High-order brain network feature extraction and classification method of first-episode schizophrenia: an EEG study.csv حسب Yanxia Kang (9949844)

"…The univariate feature selection algorithm achieved a classification accuracy of 94.6% with a combination of attributes meeting the criterion of AC ≥ 0.6.…"

DataSheet1_Machine learning’s effectiveness in evaluating movement in one-legged standing test for predicting high autistic trait.docx حسب Yoshimasa Ohmoto (19862184)

"…The data collected in the experiment were time-series data pertaining to pressure distribution on the sole of the foot and full-body images. A model to identify the participants belonging to High autistic trait group and Low autistic trait group was developed using a support vector machine (SVM) algorithm with 16 explanatory variables. …"

Particulate and Gas Emissions from Wildfires in the Southern Amazon, from 2020 to 2022, from GOES-16 Fire Radiative Power Retrievals حسب Thiago Ferreira da Nobrega (20713696)

"…The Fire/Hotspot Characterization algorithm processes GOES-16’s Advanced Baseline Imager data, providing insights into fire dynamics with an unparalleled temporal resolution of 10 min. …"

Particulate and Gas Emissions from Wildfires in the Southern Amazon, from 2020 to 2022, from GOES-16 Fire Radiative Power Retrievals حسب Thiago Ferreira da Nobrega (20713696)

"…The Fire/Hotspot Characterization algorithm processes GOES-16’s Advanced Baseline Imager data, providing insights into fire dynamics with an unparalleled temporal resolution of 10 min. …"

Forest canopy height mapping considering the seasonal rhythm of different dominant tree species حسب Yali Zhang (206227)

"…Extrapolating FCH samples at the plot scale to the global or regional level using spatially contiguous remote sensing images is currently a common method for large-scale vegetation attribute mapping. …"

Supplementary Material for: Weakly supervised deep learning can analyze focal liver lesions in contrast-enhanced ultrasound حسب figshare admin karger (2628495)

"…The emergence of artificial intelligence has opened doors to algorithms that could potentially aid in the diagnostic process. …"

Data Sheet 1_Modeling epithelial-mesenchymal transition in patient-derived breast cancer organoids.zip حسب Neta Bar-Hai (13232547)

"…Upon induction with TGF-β, PDOs exhibited EMT-like features, including morphological changes, E-cadherin downregulation and cytoskeletal reorganization, leading to an invasive phenotype. Image analysis and the integration of deep learning algorithms enabled the implantation of microscopy-based quantifications demonstrating repetitive results between organoid lines from different breast cancer patients. …"

Table 1_Modeling epithelial-mesenchymal transition in patient-derived breast cancer organoids.xlsx حسب Neta Bar-Hai (13232547)

"…Upon induction with TGF-β, PDOs exhibited EMT-like features, including morphological changes, E-cadherin downregulation and cytoskeletal reorganization, leading to an invasive phenotype. Image analysis and the integration of deep learning algorithms enabled the implantation of microscopy-based quantifications demonstrating repetitive results between organoid lines from different breast cancer patients. …"

Spatial Analysis Reveals Targetable Macrophage-Mediated Mechanisms of Immune Evasion in Hepatocellular Carcinoma Minimal Residual Disease حسب Renumathy Dhanasekaran (14962092)

"…In this procedure, DNA-barcoded antibodies targeted tissue antigens and were visualized through iterative hybridization with complementary fluorescent DNA oligonucleotides. Our algorithmic pipeline processed the raw imaging data to segment and identify single cells, accurately localize them within tissues, and quantify their marker expressions. …"

Genomic determinants in pathogenicity of SARS-CoV-2 versa common cold coronaviruses حسب Zahra Arab-Bafrani (20309630)

"…These remarkable oligonucleotides might point toward the existence of some particular RNA elements that might be involved in viral virulence and thus can be targeted for viral treatment in the future.…"

Data for "A multi-objective platform for autonomous property targeting and optimization of colloidal lead halide perovskite quantum dots" حسب Neal Munyebvu (19690954)

"…The majority of the data is spectral data from either absorption or photoluminescence spectroscopy, with photon energy (eV) on the x axis. TEM images are included as raw files from the respective instruments, in .tif format. …"

Soybean phenological stages. حسب Airton Andrade da Silva (19697534)

"…Throughout the crop cycle, spectral data from the study area were collected from sensors, onboard the Sentinel-2 and Amazônia-1 satellites. The images obtained were processed to obtain the VI based on NIR (NDVI, NDWI and SAVI) and RGB (VARI, IV GREEN and GLI), for the different phenological stages of the crop. …"

Flowchart of the present research methodology. حسب Airton Andrade da Silva (19697534)

"…Throughout the crop cycle, spectral data from the study area were collected from sensors, onboard the Sentinel-2 and Amazônia-1 satellites. The images obtained were processed to obtain the VI based on NIR (NDVI, NDWI and SAVI) and RGB (VARI, IV GREEN and GLI), for the different phenological stages of the crop. …"

16S rRNA sequencing raw data from a thermophilic trickle bed reactor for biogas upgrading حسب Getachew Birhanu Abera (20402390)

"…The DNA extraction followed by method adapted from Jensen et al. (2023), utilizing the DNeasy 96 PowerSoil Pro QIAcube HT Kit. …"

From GIS to HBIM and Back: Multiscale Performance and Condition Assessment for Networks of Public Heritage Buildings and Construction Components حسب Teresa Fortunato (21076099)

"…GIS-based inventory approach of networked construction materials, components, and performances is established by unified performance descriptors and diagnostic tests. GIS-BIM data exchange routines by programming codes and algorithms are developed in Python. …"

Supplementary file 1_Local adaptation and validation of a transdiagnostic risk calculator for first episode psychosis using mental health patient records.docx حسب Elizabeth Ford (381364)

"…Baseline and outcome coded diagnoses were supplemented with NLP-derived diagnosis data. …"