cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31177969
title: Supplementary Material for: Examining the Influence of Task Complexity on Dual Task Performance in Parkinson's disease and Healthy Older Adults.

description: Introduction: People with Parkinson’s disease (PwPD) often experience difficulty performing dual-tasks (DT), negatively impacting mobility, fall risk and quality of life. The influence of task complexity on DT performance remains unclear. This study examined the effects of gait complexity and cognitive/speaking task on DT effects (DTE) in PwPD and healthy older adults. 
Methods: Forty-one PwPD and eleven healthy older adults completed two gait tasks—straight walking (simple) and figure-8 walking with obstacle crossing (complex)—on a pressure-sensitive walkway, paired with four cognitive/speaking tasks: oral trail making, counting, diadochokinetic task, and spontaneous speech. Each combination was performed three times for 20 seconds. Single-task (ST) and DT performance were assessed for gait parameters (step length, step length coefficient of variation) and cognitive/speaking task response rate. Motor DTE (mDTE), cognitive DTE (cogDTE), combined DTE (cDTE), and modified attention allocation index (mAAI) were calculated. A 2×5 repeated measures ANOVA tested effects of gait complexity and cognitive/speaking task on raw gait metrics, and a 2×4 ANOVA tested effects on DTE metrics.
Results: In PwPD, complex walking resulted in shorter step length and greater step length coefficient of variation compared to simple walking (ps &lt; .001), whereas cognitive/speaking task did not affect raw gait metrics. For DTEs, cognitive/speaking task influenced step length-based mDTE, cDTE, and mAAI (ps &lt; .05) and step length coefficient of variation-based mAAI (p &lt; .05). In healthy older adults, gait complexity led to greater step length coefficient of variation (p &lt; .001) while step length was unchanged. Cognitive/speaking task significantly influenced step length-based cogDTE, cDTE, and mAAI, as well as step length coefficient of variation-based cogDTE and mAAI (ps &lt; .05). No significant interactions were observed.
Conclusion: In PwPD, gait complexity influenced raw gait performance, whereas DTEs were more sensitive to cognitive/speaking task. In healthy older adults, gait complexity primarily affected step length variability, while DTEs were also influenced by cognitive/speaking task. These findings emphasize the value of diverse DT paradigms and the importance of assessing both raw performance and DTEs. Tailoring assessments to include a variety of motor and cognitive challenges may improve sensitivity in evaluating gait and fall risk, supporting more personalized interventions.
DOI: 10.6084/m9.figshare.31177969.v1
title: Supplementary Material for: Examining the Influence of Task Complexity on Dual Task Performance in Parkinson's disease and Healthy Older Adults.

description: Introduction: People with Parkinson’s disease (PwPD) often experience difficulty performing dual-tasks (DT), negatively impacting mobility, fall risk and quality of life. The influence of task complexity on DT performance remains unclear. This study examined the effects of gait complexity and cognitive/speaking task on DT effects (DTE) in PwPD and healthy older adults. 
Methods: Forty-one PwPD and eleven healthy older adults completed two gait tasks—straight walking (simple) and figure-8 walking with obstacle crossing (complex)—on a pressure-sensitive walkway, paired with four cognitive/speaking tasks: oral trail making, counting, diadochokinetic task, and spontaneous speech. Each combination was performed three times for 20 seconds. Single-task (ST) and DT performance were assessed for gait parameters (step length, step length coefficient of variation) and cognitive/speaking task response rate. Motor DTE (mDTE), cognitive DTE (cogDTE), combined DTE (cDTE), and modified attention allocation index (mAAI) were calculated. A 2×5 repeated measures ANOVA tested effects of gait complexity and cognitive/speaking task on raw gait metrics, and a 2×4 ANOVA tested effects on DTE metrics.
Results: In PwPD, complex walking resulted in shorter step length and greater step length coefficient of variation compared to simple walking (ps &lt; .001), whereas cognitive/speaking task did not affect raw gait metrics. For DTEs, cognitive/speaking task influenced step length-based mDTE, cDTE, and mAAI (ps &lt; .05) and step length coefficient of variation-based mAAI (p &lt; .05). In healthy older adults, gait complexity led to greater step length coefficient of variation (p &lt; .001) while step length was unchanged. Cognitive/speaking task significantly influenced step length-based cogDTE, cDTE, and mAAI, as well as step length coefficient of variation-based cogDTE and mAAI (ps &lt; .05). No significant interactions were observed.
Conclusion: In PwPD, gait complexity influenced raw gait performance, whereas DTEs were more sensitive to cognitive/speaking task. In healthy older adults, gait complexity primarily affected step length variability, while DTEs were also influenced by cognitive/speaking task. These findings emphasize the value of diverse DT paradigms and the importance of assessing both raw performance and DTEs. Tailoring assessments to include a variety of motor and cognitive challenges may improve sensitivity in evaluating gait and fall risk, supporting more personalized interventions.
DOI: 10.6084/m9.figshare.31177972
title: Supplementary Material for: A Rare Case of Adenoid Cystic Breast Cancer: A Case Report and Literature Review.

description: Introduction:
 Adenoid cystic carcinoma of the breast (AdCC) is an exceptionally rare malignancy, representing less than 0.1% of all breast cancers. Despite its triple-negative receptor profile, it typically follows an indolent course with excellent prognosis, unlike conventional triple-negative breast cancer (TNBC).
Case Presentation:
 We report the case of a 48-year-old woman with a significant familial history of cancer who was diagnosed with breast AdCC. Imaging revealed a suspicious lesion in the left breast, and biopsy confirmed AdCC. Surgical resection showed a 58 mm, pT3, pN0(sn) triple-negative tumor with a low proliferative index. Genetic testing revealed a BRIP1 variant of uncertain significance (VUS). No adjuvant chemotherapy was given, and the patient remains in remission under surveillance.
Discussion:
 This case highlights the diagnostic challenges of AdCC, including its resemblance to benign lesions on imaging and its overlap with TNBC histologically. While most AdCC cases are sporadic, the presence of a BRIP1 VUS in a patient with strong family history raises questions about possible hereditary implications. Management was based on current best practices emphasizing surgical resection and selective use of radiotherapy.
Conclusion:
 Breast AdCC, though rare, requires heightened clinical awareness for accurate diagnosis and management. This case underscores the potential role of genetic evaluation in rare breast cancer subtypes and the importance of continued case reporting to guide future recommendations.
DOI: 10.6084/m9.figshare.31177972.v1
title: Supplementary Material for: A Rare Case of Adenoid Cystic Breast Cancer: A Case Report and Literature Review.

description: Introduction:
 Adenoid cystic carcinoma of the breast (AdCC) is an exceptionally rare malignancy, representing less than 0.1% of all breast cancers. Despite its triple-negative receptor profile, it typically follows an indolent course with excellent prognosis, unlike conventional triple-negative breast cancer (TNBC).
Case Presentation:
 We report the case of a 48-year-old woman with a significant familial history of cancer who was diagnosed with breast AdCC. Imaging revealed a suspicious lesion in the left breast, and biopsy confirmed AdCC. Surgical resection showed a 58 mm, pT3, pN0(sn) triple-negative tumor with a low proliferative index. Genetic testing revealed a BRIP1 variant of uncertain significance (VUS). No adjuvant chemotherapy was given, and the patient remains in remission under surveillance.
Discussion:
 This case highlights the diagnostic challenges of AdCC, including its resemblance to benign lesions on imaging and its overlap with TNBC histologically. While most AdCC cases are sporadic, the presence of a BRIP1 VUS in a patient with strong family history raises questions about possible hereditary implications. Management was based on current best practices emphasizing surgical resection and selective use of radiotherapy.
Conclusion:
 Breast AdCC, though rare, requires heightened clinical awareness for accurate diagnosis and management. This case underscores the potential role of genetic evaluation in rare breast cancer subtypes and the importance of continued case reporting to guide future recommendations.
DOI: 10.6084/m9.figshare.31177975
title: Supplementary Material for: Abrupt onset of septic cardiomyopathy in a cancer patient initiated on chemotherapy: A case report and literature review

description: Background: Sepsis induced cardiomyopathy (SICM) develops in 18-65% cases of sepsis, and its presence in septic shock increases the mortality rate by 70% to 90%. The hallmark of SICM includes global hypokinesia which causes increased LV end-diastolic volume and reduced left ventricular ejection fraction (LVEF), and is reversible by 7 to 10 days provided the patient survives.
Case presentation: In this report, we discuss a case of myocardial dysfunction occurring in neutropenic sepsis eventually leading to ventricular arrhythmia which proved fatal. The clinical finding in this 39 year old male cancer patient (without pre-existing heart disease) was consistent with SICM triggered by chemotherapy induced neutropenic sepsis. His ECHO findings were characteristic with left ventricular changes of reduced EF, global hypokinesia, and ventricular dilation on the second/final day of admission. The discourse encompasses issues associated with maintaining hemodynamic stability in the concerned scenario, as well as distinguishing SICM from other cardiac diseases.
Conclusions: Among cancer patients, the dose of chemotherapy infusion needs to be optimized. LVEF as a diagnostic tool is reported as a poor measure of SICM prognosis, and needs to be replaced with a sensitive and specific measure such as global longitudinal strain (GLS). The management includes optimizing the strategies such as treating the underlying infection, supportive care measures such as fluid replacement, oxygen therapy and medications for improving the functioning of heart (vasopressors and inotropes).
DOI: 10.6084/m9.figshare.31177975.v1
title: Supplementary Material for: Abrupt onset of septic cardiomyopathy in a cancer patient initiated on chemotherapy: A case report and literature review

description: Background: Sepsis induced cardiomyopathy (SICM) develops in 18-65% cases of sepsis, and its presence in septic shock increases the mortality rate by 70% to 90%. The hallmark of SICM includes global hypokinesia which causes increased LV end-diastolic volume and reduced left ventricular ejection fraction (LVEF), and is reversible by 7 to 10 days provided the patient survives.
Case presentation: In this report, we discuss a case of myocardial dysfunction occurring in neutropenic sepsis eventually leading to ventricular arrhythmia which proved fatal. The clinical finding in this 39 year old male cancer patient (without pre-existing heart disease) was consistent with SICM triggered by chemotherapy induced neutropenic sepsis. His ECHO findings were characteristic with left ventricular changes of reduced EF, global hypokinesia, and ventricular dilation on the second/final day of admission. The discourse encompasses issues associated with maintaining hemodynamic stability in the concerned scenario, as well as distinguishing SICM from other cardiac diseases.
Conclusions: Among cancer patients, the dose of chemotherapy infusion needs to be optimized. LVEF as a diagnostic tool is reported as a poor measure of SICM prognosis, and needs to be replaced with a sensitive and specific measure such as global longitudinal strain (GLS). The management includes optimizing the strategies such as treating the underlying infection, supportive care measures such as fluid replacement, oxygen therapy and medications for improving the functioning of heart (vasopressors and inotropes).
DOI: 10.57760/sciencedb.j00289.00041
title: Research Outline
title: 调研提纲

description: Outline for conducting research on relevant enterprises on the topic of "The role of ambidexterity capacity in modular governance of manufacturing enterprises from a paradoxical perspective". 
description: Outline for conducting research on relevant enterprises on the topic of "The role of ambidexterity capacity in modular governance of manufacturing enterprises from a paradoxical perspective".
DOI: 10.57760/sciencedb.j00289.00040
title: Empirical Dataset for "Key Industrial Policy and Firms’ Critical Technological Innovations -Theoretical and Empirical Evidence Based on Resource Allocation Perspectives"
title: 《重点产业政策与企业关键核心技术创新 —基于资源配置视角的理论与经验证据》实证数据集

description: This dataset is the empirical data of the paper, with a time span of 2011-2024, containing 2893 observed individuals and a total of 25238 observations. It mainly includes information on the dependent variable, core explanatory variable, control variable, mechanism variable, and moderating variable. 
description: This dataset is the empirical data of the paper, with a time span of 2011-2024, containing 2893 observed individuals and a total of 25238 observations. It mainly includes information on the dependent variable, core explanatory variable, control variable, mechanism variable, and moderating variable.
DOI: 10.57760/sciencedb.30949
title: Survey Data on the Ideological and Political Teaching Ability of College Teachers
title: 高校教师课程思政教学能力调查数据

description: A corresponding questionnaire was developed based on the three-level indicators of the evaluation index system for ideological and political teaching ability of university teachers. 56 questionnaires were collected, and this data was obtained 
description: A corresponding questionnaire was developed based on the three-level indicators of the evaluation index system for ideological and political teaching ability of university teachers. 56 questionnaires were collected, and this data was obtained
DOI: 10.25345/c50863k2c
title: MassIVE MSV000100631 - bjbjbjbjbjbjbjbjbjbjbjbjbjbjbj
title: Searching for secondary metabolites of Penicillium crustosum.
DOI: 10.57760/sciencedb.nprd.00091
title: Mechanism of isoferulic acid in alleviating cisplatin-induced nephrotoxicity based on network pharmacology and cell experiments
title: 基于网络药理学及细胞实验探究异阿魏酸减轻顺铂 肾毒性的作用机制

description: 1. Cell viability dataset, the row label in the data table represents one independent sample, the column label represents grouping information, and the dose unit is a percentage. 2. Protein imprint dataset, with the image being a strip chart, the row label in the data table representing one independent sample, the column label representing grouping information, and the dose unit being relative ratio. 
description: 1. Cell viability dataset, the row label in the data table represents one independent sample, the column label represents grouping information, and the dose unit is a percentage. 2. Protein imprint dataset, with the image being a strip chart, the row label in the data table representing one independent sample, the column label representing grouping information, and the dose unit being relative ratio.
DOI: 10.57760/sciencedb.36519
title: BV（Braitenberg Vehicles）-NEAT（NeuroEvolution of Augmenting Topologies）
title: BV（Braitenberg Vehicles）-NEAT（NeuroEvolution of Augmenting Topologies）

description: The dataset is designed to support research on path planning in complex dynamic environments, where challenges such as inefficient search, high computational cost, limited path smoothness, and insufficient obstacle avoidance commonly exist. It consists of simulated dynamic scenarios that include varying obstacle distributions, dynamic obstacle movements, and complex environmental configurations to comprehensively evaluate global and local path-planning performance.The dataset integrates environments suitable for both global planning and local adaptive navigation. Global path-planning data are constructed to evaluate the performance of an improved A* algorithm in terms of search efficiency and computational cost, while dynamic navigation data are designed to assess adaptive obstacle avoidance and real-time response capabilities using a BV (Braitenberg Vehicles)–NEAT (NeuroEvolution of Augmenting Topologies) framework.
description: The dataset is designed to support research on path planning in complex dynamic environments, where challenges such as inefficient search, high computational cost, limited path smoothness, and insufficient obstacle avoidance commonly exist. It consists of simulated dynamic scenarios that include varying obstacle distributions, dynamic obstacle movements, and complex environmental configurations to comprehensively evaluate global and local path-planning performance.The dataset integrates environments suitable for both global planning and local adaptive navigation. Global path-planning data are constructed to evaluate the performance of an improved A* algorithm in terms of search efficiency and computational cost, while dynamic navigation data are designed to assess adaptive obstacle avoidance and real-time response capabilities using a BV (Braitenberg Vehicles)–NEAT (NeuroEvolution of Augmenting Topologies) framework.
DOI: 10.57760/sciencedb.36516
title: Reprogramming of optical frequency combs
title: 光学频率梳重编程技术

description: The reprogramming technology paper data of optical frequency comb includes spectra, autocorrelation ADEV、 Line width, etc 
description: The reprogramming technology paper data of optical frequency comb includes spectra, autocorrelation ADEV、 Line width, etc
DOI: 10.57760/sciencedb.36471
title: Code and Datasets for Parameter Identification of Thermoacoustic Oscillations using PI-DeepONet
title: 基于 PI-DeepONet 的热声振荡随机动力学参数识别：代码与数据集

description: This repository contains the source code, numerical training data, and validation benchmarks associated with the study on "Parameter Identification of Thermoacoustic Oscillations using PI-DeepONet."The dataset includes:Source Code: PyTorch implementation of the PI-DeepONet architecture, physics-informed constraints, and the training engine.Training Data: High-fidelity numerical solutions of the Fokker-Planck equations (Ground Truth) used for supervising the network, covering both amplitude and displacement increment expectations.Validation Data: Synthetic Stochastic Differential Equation (SDE) time-series generated via Latin Hypercube Sampling (LHS).This dataset is intended for reproducing the reported results and benchmarking parameter inversion algorithms for stochastic dynamical systems.
description: This repository contains the source code, numerical training data, and validation benchmarks associated with the study on "Parameter Identification of Thermoacoustic Oscillations using PI-DeepONet."The dataset includes:Source Code: PyTorch implementation of the PI-DeepONet architecture, physics-informed constraints, and the training engine.Training Data: High-fidelity numerical solutions of the Fokker-Planck equations (Ground Truth) used for supervising the network, covering both amplitude and displacement increment expectations.Validation Data: Synthetic Stochastic Differential Equation (SDE) time-series generated via Latin Hypercube Sampling (LHS).This dataset is intended for reproducing the reported results and benchmarking parameter inversion algorithms for stochastic dynamical systems.
DOI: 10.57760/sciencedb.36504
title: Experimental data
title: 实验数据

description: The experimental data includes physical images, XRD images, SEM images, TEM images, fluorescence spectra, circular dichroism spectra, circularly polarized luminescence spectra, etc. of the materials obtained through the experiment. 
description: The experimental data includes physical images, XRD images, SEM images, TEM images, fluorescence spectra, circular dichroism spectra, circularly polarized luminescence spectra, etc. of the materials obtained through the experiment.
DOI: 10.3886/e244723v1
title: Africa Climate Mobility Initiative (ACMI): Bilateral Migration Projections

description: <b>Data Set Description</b><br>The projections for bilateral migration flows are available at 5-year intervals from 2015 to 2050 for combination of 2 sets of Shared Socioeconomic Pathways (SSPs) scenarios and 3 sets of Representative Concentration Pathways (RCPs) scenarios. <br>These data underpin the African 
Shifts Report, produced by the ACMI and enabled by the Global Centre for
 Climate Mobility (GCCM). The ACMI was launched in September 2021 as a 
joint initiative of the GCCM, the African Union Commission (AUC), the 
United Nations System (UN), and the World Bank.<br>The unit of analysis for the projections are directed migration corridor from an origin country to a receiving country in the African continent. There are 46 African countries and thus 2,070<br>unique directed corridors, for example from Kenya to Uganda. Flows from Africa to other regions of the world (i.e. Europe) are not modelled here.<br>The data are available in two different formats, raw data and summary files. The raw data are provided as a list of 10 data arrays, which provides probabilistic migration projections for each corridor at five-year intervals. The summary files are provided at both the corridor and continental (aggregate) level. <br>Data set format:<br>The raw data are available in RDS format for individual and cumulative flow projections. The downloadable is a compressed zip file containing: 1) RDS file, and 2) PDF Documentation.<br><br><br>
DOI: 10.57760/sciencedb.36503
title: Scintillation Data for the Hainan Region (2013-2024)
title: Scintillation Data for the Hainan Region (2013-2024)

description: The amplitude scintillation index S4, was obtained from a radio wave observation station in Haikou, Hainan (20°N, 110.34°E). The station employs a dedicated receiver to continuously monitor UHF-band (400 MHz) beacon signals transmitted from geostationary satellites.
description: The amplitude scintillation index S4, was obtained from a radio wave observation station in Haikou, Hainan (20°N, 110.34°E). The station employs a dedicated receiver to continuously monitor UHF-band (400 MHz) beacon signals transmitted from geostationary satellites.