cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2wwjdppm7f.2
title: Distinct spatiotemporal dynamics of CD8+ T cell-derived cytokines in the tumor microenvironment

description: RNASeq data accompanying the publication 'Distinct spatiotemporal dynamics of CD8+ T cell-derived cytokines in the tumor microenvironment' which will be published in the journal Cancer Cell. This repository contains preprocessed/quantified RNASeq data for a range of 'experiments' that we labelled with 4-digit identifiers. There's bulk (directories named exp_5092, exp_5892, exp_7296) and single cell (the remaining directories) RNASeq here. Meta data, in GEO submission/Excel format, describing the exact experimental conditions of each experiment, is included within each of the experiment directories. For the matched raw sequencing data, please see the mirror repository on the GEO: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE220738 Paper abstract Cells in the tumor microenvironment (TME) influence each other through secretion and sensing of soluble mediators, such as cytokines and chemokines. While signaling of interferon γ (IFNγ) and tumor necrosis factor α (TNFα) is integral to anti-tumor immune responses, our understanding of the spatiotemporal behavior of these cytokines is limited. Here, we describe a single cell transcriptome-based approach to infer which signal(s) an individual cell has received. We demonstrate that, contrary to expectations, CD8+ T cell-derived IFNγ is the dominant modifier of the TME relative to TNFα. Furthermore, we demonstrate that cell pools that show abundant IFNγ sensing are characterized by decreased expression of transforming growth factor beta (TGFβ)-induced genes, consistent with IFNγ-mediated TME remodeling. Collectively, these data provide evidence that CD8+ T cell-secreted cytokines should be categorized into local and global tissue modifiers, and describe a broadly applicable approach to dissect cytokine and chemokine modulation of the tumor microenvironment.
DOI: 10.17632/859k48k8dc.1
title: Active Gai/o mutants

description: Raw images
DOI: 10.17632/5zr5gwpbcw.1
title: Lemon - dataset

description: data set lemon, 10.000 images
DOI: 10.17632/svckk5f6bp.1
title: Fourier ptychographic layer-based imaging of hazy environments

description: Macroscopic Fourier ptychographic is applied using forward imaging modeling, with consideration for a hazy environment addressed through the atmospheric light scattering model.
DOI: 10.17632/x5x9tt959n.1
title: CCC-ROCE Dataset

description: This dataset is used in exploring the relationship between working capital management and firm profitability—specifically, cash conversion cycle relationship to return on capital employed for the top 500 U.S. Manufacturing Firms.
DOI: 10.17632/z8s6w86tr3.1
title: Suicidal Ideation Detection Reddit Dataset

description: 1. I failed to find any current public datasets while I was thinking about developing a text classifier to identify suicide ideation. I hope this will save time and be helpful to anyone searching for suicide detection datasets. 2. This dataset is a collection of posts from the Reddit online platform. The posts are collected using PRAW. PRAW, an acronym for "Python Reddit API Wrapper", is a Python package that allows for simple access to Reddit's API. 3. Suicidal texts have been collected from the following Reddit online community:  SuicideWatch 4. Non-suicidal texts have been collected from the following Reddit online communities:  CasualConversation  BenignExistence and  CongratsLikeImFive 5. There are a total of 15477 records and 3 attributes in this dataset, and the data were collected from June 1, 2023, to November 13, 2023. 6. All posts collected from suicidal texts are labeled as suicidal, while posts collected from non-suicidal texts are labeled as non-suicide.
DOI: 10.17632/p9c8rnjsyh.1
title: Data Set of Psychological Experiences and Travel Adversities: A Mixed-Method Study of the Regular Commuters in Traffic Congestion

description: This data was collected for phase 3 of the study titled 'Psychological Experiences and Travel Adversities: A Mixed-Method Study of Regular Commuters in Traffic Congestion.' Phase 3 statistically validated the thematic network linking travel adversities, psychological experiences, and consequences for commuters experiencing traffic congestion.
DOI: 10.17632/39gmc4bg5n.1
title: VR CONTEN

description: We collected a virtual reality video data set including different motion modes. In the past, only a few VR videos were used to evaluate the scenes, but we collected 21 360-degree videos for model training, including various scenes from VR video websites as benchmarks, and conducted extensive subjective experiments to evaluate the objectivity. The video includes various scenes such as beaches, driving, flying and roller coasters.And the score of an SSQ questionnaire including 4K360 VR video sets and related contents.
DOI: 10.17632/mbg4xpcmgt.1
title: Time-series data of Leaf Area Index and Land Surface Temperature

description: It is a time-series data of Leaf Area Index and Land Surface Temperature for the research titled "Time-series analysis of Leaf Area Index and Land Surface Temperature Association using Sentinel-2 and Landsat OLI data."
DOI: 10.6084/m9.figshare.24581772
title: Data.zip

description: Optimizing complex bioprocesses poses a significant challenge in several fields, particularly in cell therapy manufacturing. The development of customized, closed, and automated processes is crucial for their industrial translation and for addressing large patient populations at a sustainable price. Limited understanding of the underlying biological mechanisms, coupled with highly resource-intensive experimentation, are two contributing factors that make the development of these next-generation processes challenging. Bayesian optimization is an iterative experimental design methodology that addresses these challenges, but has not been extensively tested in situations that require parallel experimentation with significant experimental variability. In this study, we present an evaluation of noisy, parallel Bayesian optimization for increasing noise levels and parallel batch sizes on two <i>in silico</i> bioprocesses, and compare it to the industry state-of-the-art. As an <i>in vitro</i> showcase, we apply the method to the optimization of a monocyte purification unit operation. The <i>in silico</i> results show that Bayesian optimization significantly outperforms the state-of-the-art, requiring approximately 50% fewer experiments on average. This study highlights the potential of noisy, parallel Bayesian optimization as valuable tool for cell therapy process development and optimization.
DOI: 10.6084/m9.figshare.24581772.v1
title: Data.zip

description: Optimizing complex bioprocesses poses a significant challenge in several fields, particularly in cell therapy manufacturing. The development of customized, closed, and automated processes is crucial for their industrial translation and for addressing large patient populations at a sustainable price. Limited understanding of the underlying biological mechanisms, coupled with highly resource-intensive experimentation, are two contributing factors that make the development of these next-generation processes challenging. Bayesian optimization is an iterative experimental design methodology that addresses these challenges, but has not been extensively tested in situations that require parallel experimentation with significant experimental variability. In this study, we present an evaluation of noisy, parallel Bayesian optimization for increasing noise levels and parallel batch sizes on two <i>in silico</i> bioprocesses, and compare it to the industry state-of-the-art. As an <i>in vitro</i> showcase, we apply the method to the optimization of a monocyte purification unit operation. The <i>in silico</i> results show that Bayesian optimization significantly outperforms the state-of-the-art, requiring approximately 50% fewer experiments on average. This study highlights the potential of noisy, parallel Bayesian optimization as valuable tool for cell therapy process development and optimization.
DOI: 10.34740/kaggle/ds/4016846
title: 🇵🇭 Philippine FinTech Apple App Store Reviews 🍎
DOI: 10.17632/bm66wd79d3.1
title: The AST/ALT (De Ritis) ratio as a significant prognostic factor in myelodysplastic syndrome

description: Raw data of The AST/ALT (De Ritis) ratio as a significant prognostic factor in myelodysplastic syndrome
DOI: 10.17632/89rykrg8j2.1
title: Foveal cone photoreceptor outer segment length and cone density

description: Data sets used in Domdei et al., 2023 - Cone density is correlated to outer segment length and retinal thickness in the human foveola. Folder contain two .mat files: (1) AOSLO derived foveolar cone density map with annotations (2) OCT derived foveal B-Scans with band segmentations for ILM, Band2, Band3, RPE
DOI: 10.25403/upresearchdata.24558934
title: Ethical leadership, service delivery and good governance in eThekwini Municipality

description: This research study employed a qualitative research approach, using semi-structured interviews with employees in the Finance Department and Supply Chain Department in eThekwini Municipality. The study used non-probability sampling to get more insight regarding the views and perceptions of the respondents through the use of ATLAS.ti software, to analyse the findings. Deductive and inductive coding of the qualitative data was performed using ATLAS.ti 2022 for Windows. This programme was used to extract verbatim quotations from the qualitative data collected and construct data visualisations. Thematic analysis of the qualitative data from semi-structured interviews was used. Firstly, individual transcript responses were coded based on the themes identified by the researcher through the study questions. The uploaded files contain an analyzed data and interview transcripts.
DOI: 10.25345/c5vd6pg1q
title: MassIVE MSV000093415 - Co-Culture Penicillium spp. Acetone
title: Co-culture Penicillium spp., Indonesian tropical peat swamp soil isolates using Acetone solvent
DOI: 10.17632/t75vnwpv55.1
title: Original data-Western blot

description: The raw data of the Western Blots Images in our manuscript.
DOI: 10.17632/dhmc3k4fg4.1
title: PSYCHOLOGICAL CHALLENGES FACED BY ORPHANS IN WEST BENGAL ORPHANAGES: A COMPREHENSIVE STUDY

description: Abastract: The prevalence of orphaned individuals is seeing a steady rise throughout India as a whole, with a specific emphasis on the region of West Bengal. Furthermore, there is a notable proliferation of the practise of institutionalising individuals inside society. This tendency is particularly significant given the existence of well-established conventional procedures for rehabilitation, as well as the provision of care and assistance. This research sought to investigate the effects of institutionalisation on orphaned individuals, with a specific focus on understanding the psychological consequences experienced by this population. The research used a mixed-methods design, including both qualitative and quantitative approaches. The qualitative method was utilised to gather pre-existing facts and statistics, while the quantitative technique was employed to generate new data. The data from the respondents was collected using the interview schedule. The research demonstrates that violence has emerged as the primary factor contributing to the escalation in the population of orphaned individuals in the region of West Bengal. Additionally, it is worth noting that a significant majority of orphaned individuals have psychological challenges. Furthermore, almost all participants concurred that their transition into mainstream society would pose considerable difficulties upon their departure from institutional care.
DOI: 10.17632/6gjfzhnnkg.1
title: Fullfillment

description: This is the dataset that was prepared for the study of integration of mathematical models with the study of human behaviour. This serves as a powerful tool in deciphering complex systems and unraveling patterns that might otherwise remain obscured. These models offer structured frameworks, facilitate predictive analysis, and encourage interdisciplinary collaboration. However, their effectiveness is enhanced when coupled with qualitative insights and an appreciation of the inherent complexity of human behaviour. Therefore, while mathematical models provide invaluable insights, they are most potent when complemented by a nuanced understanding of the multifaceted nature of human actions and interactions.
DOI: 10.17632/rzwp5p9ws8.1
title: Supplementary Material 'Impacts of vehicle restrictions on urban traffic speeds and bus ridership: an empirical analysis'

description: Supplementary Material (bus speeds and bus validations) for 'Impacts of vehicle restrictions on urban traffic speeds and bus ridership: an empirical analysis'
DOI: 10.17632/7byssc7twk.1
title: ACUTE RESPONSES TO DIFFERENT LIFTING VELOCITIES DURING SQUAT TRAINING WITH AND WITHOUT BLOOD FLOW RESTRICTION

description: ACUTE RESPONSES TO DIFFERENT LIFTING VELOCITIES DURING SQUAT TRAINING WITH AND WITHOUT BLOOD FLOW RESTRICTION
DOI: 10.17632/h4prb2zg7r.1
title: Problematika Masjid Tanah Bersengketa: Salat Jumat kurang diminati dimasjid ini

description: ABSTRACT Mosques are known as places of worship by Muslims in the form of buildings and mosque building areas. Historically mosques have served as community centers, courts, and religious schools. In modern times, they also maintain their role as places of religious instruction and debate. This paper tells about the problem of the Nurul Cihampelas Mosque which is currently in dispute regarding the land for the mosque, so that the implementation of Friday prayers at the mosque is reduced by the surrounding residents, local residents prefer Friday prayers at the mosque which is further away from this mosque. And past the Nurul mosque, there have been several debates between the mosque management and the land owner claimants until the first mosque building was demolished and a business building was built. Keywords: Problems, Mosques, Land Disputes, Friday Prayers ABSTRAK Masjid dikenal sebagai tempat ibadah oleh umat islam dalam bentuk bangunan, dan kawasan bangunan Masjid. Secara historis masjid telah berfungsi sebagai pusat komunitas, pengadilan, dan sekolah agama. Di zaman modern, mereka juga mempertahankan perannya sebagai tempat pengajaran dan debat agama. Dalam makalah ini menceritakan masalah Masjid Nurul Cihampelas yang sedang bersengketa tentang tanah masjid tersebut, sehingga penyelenggaraan Solat Jumat di masjid tersebut dikurangi warga sekitarnya, warga sekitar lebih memilih salat jumat di masjid yang lebih jauh dari masjid ini. Dan melewati masjid Nurul, beberapa kali telah terjadi pendebatan antara pengelola masjid dan pengklaim pemilik lahan tersebut sampai bangunan masjid pertamanya dirubuhkan dan dibangunkan bangunan bisnis. Kata kunci: Problema, Masjid, Tanah Sengketa, Solat Jumat
DOI: 10.17632/h4prb2zg7r.2
title: Problematika Masjid Tanah Bersengketa: Salat Jumat kurang diminati dimasjid ini

description: ABSTRACT Mosques are known as places of worship by Muslims in the form of buildings and mosque building areas. Historically mosques have served as community centers, courts, and religious schools. In modern times, they also maintain their role as places of religious instruction and debate. This paper tells about the problem of the Nurul Cihampelas Mosque which is currently in dispute regarding the land for the mosque, so that the implementation of Friday prayers at the mosque is reduced by the surrounding residents, local residents prefer Friday prayers at the mosque which is further away from this mosque. And past the Nurul mosque, there have been several debates between the mosque management and the land owner claimants until the first mosque building was demolished and a business building was built. Keywords: Problems, Mosques, Land Disputes, Friday Prayers ABSTRAK Masjid dikenal sebagai tempat ibadah oleh umat islam dalam bentuk bangunan, dan kawasan bangunan Masjid. Secara historis masjid telah berfungsi sebagai pusat komunitas, pengadilan, dan sekolah agama. Di zaman modern, mereka juga mempertahankan perannya sebagai tempat pengajaran dan debat agama. Dalam makalah ini menceritakan masalah Masjid Nurul Cihampelas yang sedang bersengketa tentang tanah masjid tersebut, sehingga penyelenggaraan Solat Jumat di masjid tersebut dikurangi warga sekitarnya, warga sekitar lebih memilih salat jumat di masjid yang lebih jauh dari masjid ini. Dan melewati masjid Nurul, beberapa kali telah terjadi pendebatan antara pengelola masjid dan pengklaim pemilik lahan tersebut sampai bangunan masjid pertamanya dirubuhkan dan dibangunkan bangunan bisnis. Kata kunci: Problema, Masjid, Tanah Sengketa, Solat Jumat
DOI: 10.17632/vt3fm9b2dc.1
title: A Lightweight Authentication Framework for Wireless Sensor Networks

description: This paper proposes a new lightweight security framework for WSNs and covers different lightweight cryptographic schemes for WSN applications. The aim is to provide cryptographic primitives for integrity, confidentiality, and protection from the man-in-the-middle and reply attacks. The work is based solely on symmetric cryptography and it has four phases; Network Initialization, Node Initialization, Nodes Communication, and Node Authentication. This work adopts the Low-Energy Adaptive Clustering Hierarchy (LEACH) framework, which deploys random rotation to distribute the energy among a group of nodes. The probability of attacking in LEACH is higher at cluster head and member nodes. Therefore, data transmission among communicated nodes is encrypted over multiple levels of protection by dynamic session keys to provide a high level of security. In addition, an authentication ticket is provided by a cluster head for each authenticated node to identify another node. The session keys are dynamically generated and updated during the communication to prevent compromising or capturing the keys. Through simulation and evaluation of the system, the results showed less energy consumption and efficient cryptographic primitive were compared with existing schemes.
DOI: 10.17632/h392v3z2wz.1
title: EXAMINATION OF PSEUDOMONAS SPECIES FROM CLINICAL LIMITS AND ANTIBIOGRAM FOR REASONABLE USAGE OF AGAINST MICROBIALS.

description: This study contemplates the sub-nuclear qualities of resistance and hurtfulness determinants of P.aeruginosa. As phenotypic acknowledgment of ESBLs in no fermenters is puzzled, ESBLs may be underestimated and underreported in these strains. The finding of the continuous survey shows the wide allotment of ESBL varieties and combination of MBL encoding characteristics in specific strains. More unmistakable inherited assortment of MDR limits were seen by ERIC PCR examination. Till date, amino glycosides adjusting impetuses and changes in QRDR characteristics are accepted to be liable for critical level amino glycoside resistance and fluoro quinolone hindrance independently.
DOI: 10.5517/ccdc.csd.cc2bv7r6
title: CCDC 2170178: Experimental Crystal Structure Determination

description: Related Article: Jacob W. Greenwood, Matthew A. Larsen, Samantha A. Burgess, Justin A. Newman, Yuan Jiang, Aaron C. Sather|2023|Nat. Synth.|2|1059|doi:10.1038/s44160-023-00313-7
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cl95g
title: CCDC 2192325: Experimental Crystal Structure Determination

description: Related Article: Ying Zhao, Yin-Yang Chai, Yu-Han Wang, Zhi-Min Lu, Xia-Fei Cheng, Shuang Wang, Lu-Fang Ma, Bang-Tun Zhao|2024|J.Mol.Struct.|1296|136895|doi:10.1016/j.molstruc.2023.136895
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/9zzd9hn2wn.1
title: Data from: Protein-energy malnutrition prevalence and influence on complications and outcome of severe stroke, requiring mechanical ventilation: the data from multicenter observational clinical trial

description: The purpose of the study was to analyze the prevalence and impact on the course and outcome of stroke of protein-energy deficiency in patients with mechanical ventilation. MATERIALS AND METHODS: A multicenter observational clinical study "Register of respiratory therapy in patients with stroke (RETAS)" was conducted under the auspices of the Russian Federation of Anesthesiologists and Reanimatologists. The study involved 14 centers, included 1289 acute stroke patients received respiratory support. Full compliance with study criteria occurred in 1144 patients. RESULTS: Protein-energy malnutrition in patients with stroke on mechanical ventilation was associated with a tendency to a greater risk of a lethal outcome (p=0.0003). The absence of protein-energy malnutrition in patients with stroke severity less than 14 points during mechanical ventilation was associated with a greater likelihood of a positive outcome (Glasgow Outcome Scale, GOS 4 and 5) compared with patients with signs of malnutrition (p=0.000002). Protein-energy malnutrition is associated with prolonged stay in ICU of patients with stroke on mechanical ventilation (p&lt;0.0001). At the same time, the group of patients with prolonged mechanical ventilation was characterized by a high prevalence of bedsores (p&lt;0.0001), hypoproteinemia, hypoalbuminemia (р=0.0001), and decreased body weight 10 percent or more (p&lt;0.0001). The presence of protein-energy malnutrition was accompanied by an increased risk of ventilator-associated tracheobronchitis in patients with stroke (p&lt;0.0001). CONCLUSIONS: Protein-energy malnutrition significantly influences on the course and clinical outcome parameters of severe cerebral stroke patients on mechanical ventilation. Supplementary data: characteristics of the research group of patients with stroke, requiring mechanical ventilation.
DOI: 10.17632/xrtcybgx5t.1
title: Mouse Movement with 3D Chaotic Logistic Maps to Generate Random Numbers

description: In this paper, we propose a random binary sequences generator that produces sequence of bits. General structure of proposed model consists of two parts, first part is mouse device as the nondeterministic source and second part is 3D chaotic system with the coordinates of mouse cursor when movement as the initial seeds, and combines the produced values in algorithmic process. The coordinates of mouse cursor are treated as initial random number with post processing with 3D chaotic maps to increase the randomness and security of the keys. The proposed work has high key space and very long period. Also make obvious that the generated keys possess successful statistical characteristics which is expected of true random binary sequences that are suitable to use in critical cryptography systems, these made by evaluating the results by hardness of 16 tests of NIST(National Institute of Standards and Technology).
DOI: 10.34740/kaggle/dsv/6989281
title: COVID Vaccination in World (updated daily)
DOI: 10.5519/qd.bq598eo9
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (342 records)
DOI: 10.5281/zenodo.8412345
title: Auroral event data

description: The auroral image sequence in "Unsupervised Auroral Event Segmentation Based on All-sky Imager Observation".