cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/x7ys3hbcgy
title: Individualized homeopathic medicines for managing pain of lumbosacral radiculopathy in adults: A double-blind, randomized, placebo-controlled trial

description: This double-blind, randomized, placebo-controlled trial evaluated the efficacy of individualized homeopathic medicines (IHMs) in managing pain associated with lumbosacral radiculopathy (LSR). Eighty-one patients were randomized in a 2:1 ratio to receive either IHMs or identical placebos for three months, along with standardized concomitant care. The primary outcome was the Pain Detect Questionnaire (PDQ), while secondary outcomes included the Oswestry Disability Index (ODI) and the Short-Form McGill Pain Questionnaire (SF-MPQ). Intention-to-treat analysis demonstrated a statistically significant between-group difference in PDQ scores favoring IHMs. Among secondary outcomes, only the SF-MPQ visual analogue scale showed significant improvement, whereas overall disability and other pain dimensions did not differ significantly between groups. Rhus toxicodendron was the most frequently prescribed remedy. No serious adverse events were reported. The findings suggest that individualized homeopathic medicines may be more effective than placebo in reducing neuropathic pain associated with lumbosacral radiculopathy, though larger and longer-term studies are warranted to confirm these results
DOI: 10.17632/x7ys3hbcgy.1
title: Individualized homeopathic medicines for managing pain of lumbosacral radiculopathy in adults: A double-blind, randomized, placebo-controlled trial

description: This double-blind, randomized, placebo-controlled trial evaluated the efficacy of individualized homeopathic medicines (IHMs) in managing pain associated with lumbosacral radiculopathy (LSR). Eighty-one patients were randomized in a 2:1 ratio to receive either IHMs or identical placebos for three months, along with standardized concomitant care. The primary outcome was the Pain Detect Questionnaire (PDQ), while secondary outcomes included the Oswestry Disability Index (ODI) and the Short-Form McGill Pain Questionnaire (SF-MPQ). Intention-to-treat analysis demonstrated a statistically significant between-group difference in PDQ scores favoring IHMs. Among secondary outcomes, only the SF-MPQ visual analogue scale showed significant improvement, whereas overall disability and other pain dimensions did not differ significantly between groups. Rhus toxicodendron was the most frequently prescribed remedy. No serious adverse events were reported. The findings suggest that individualized homeopathic medicines may be more effective than placebo in reducing neuropathic pain associated with lumbosacral radiculopathy, though larger and longer-term studies are warranted to confirm these results
DOI: 10.17632/h3ygvhnwdt
title: Manspeizer-Karnieli - STOTEN - Ecotone/Climate/Mediterranean

description: This database accompanies the article, "Tracking an Eastern Mediterranean semi-arid ecotone through integration of terrestrial and atmospheric earth observation data (2000-2024)" in review at Science of the Total Environment journal. The database will enable the user to work with data from: (1) MODIS Atmospheric Water Vapor Reserve (AWVR) (2000-2024); (2) AgERA5 Vapor Pressure Deficit (VPD) (2000-2024); (3) Landsat 8/9 (2014-2024); and (4) Israel Meteorological Service (2010-2024). The database is developed for the Judean foothill region of Israel in the Ceratonieto-Pistacietum lentisci typicum judaicum (CPLTA-J) vegetation sub-association. The aim was to develop an Earth observation method that monitored Mediterranean shrublands relative to climate change and Subtropical High (SH) migration. Open the .pdf file, "Manspeizer-Karnieli_2026_Ecotone_Climate_Mediterranean_INSTRUCTIONS" for instructions to use the original data sets (included). Manspeizer-Karnieli_2026_Ecotone_Climate_Mediterranean_DATA-LIST.pdf", and the Excel workbooks, "Manspeizer-Karnieli_2026_Ecotone_Climate_Mediterranean.xlsx" and "Manspeizer-Karnieli_2026_TCT_Monthly_2014-2024.xlsx" are also included for moreinformatiomn and as part of the data exercise.
DOI: 10.17632/h3ygvhnwdt.1
title: Manspeizer-Karnieli - STOTEN - Ecotone/Climate/Mediterranean

description: This database accompanies the article, "Tracking an Eastern Mediterranean semi-arid ecotone through integration of terrestrial and atmospheric earth observation data (2000-2024)" in review at Science of the Total Environment journal. The database will enable the user to work with data from: (1) MODIS Atmospheric Water Vapor Reserve (AWVR) (2000-2024); (2) AgERA5 Vapor Pressure Deficit (VPD) (2000-2024); (3) Landsat 8/9 (2014-2024); and (4) Israel Meteorological Service (2010-2024). The database is developed for the Judean foothill region of Israel in the Ceratonieto-Pistacietum lentisci typicum judaicum (CPLTA-J) vegetation sub-association. The aim was to develop an Earth observation method that monitored Mediterranean shrublands relative to climate change and Subtropical High (SH) migration. Open the .pdf file, "Manspeizer-Karnieli_2026_Ecotone_Climate_Mediterranean_INSTRUCTIONS" for instructions to use the original data sets (included). Manspeizer-Karnieli_2026_Ecotone_Climate_Mediterranean_DATA-LIST.pdf", and the Excel workbooks, "Manspeizer-Karnieli_2026_Ecotone_Climate_Mediterranean.xlsx" and "Manspeizer-Karnieli_2026_TCT_Monthly_2014-2024.xlsx" are also included for moreinformatiomn and as part of the data exercise.
DOI: 10.17632/wtmcww5csb
title: The original dataset of the NSCLC project

description: This dataset contains all the original data from the paper "Lacticaseibacillus casei HG006 polysaccharide enhances γδ T Cell anti-tumor responses by activating dendritic cells in non-small cell lung cancer".
DOI: 10.17632/wtmcww5csb.3
title: The original dataset of the NSCLC project

description: This dataset contains all the original data from the paper "Lacticaseibacillus casei HG006 polysaccharide enhances γδ T Cell anti-tumor responses by activating dendritic cells in non-small cell lung cancer".
DOI: 10.17632/w9j5czvvjz
title: Data for SAOS

description: This work is an simulation case of ship berthing control. All the simulation results are contained in this database.
DOI: 10.17632/w9j5czvvjz.1
title: Data for SAOS

description: This work is an simulation case of ship berthing control. All the simulation results are contained in this database.
DOI: 10.17632/6jhcg58g4n
title: Institutional co-ownership, corporate internal control and ESG performance_2.4

description: Institutional co-ownership, corporate internal control and ESG performance_2.4
DOI: 10.17632/6jhcg58g4n.1
title: Institutional co-ownership, corporate internal control and ESG performance_2.4

description: Institutional co-ownership, corporate internal control and ESG performance_2.4
DOI: 10.17632/82g3kkdsys
title: supplemental data20260204zscan1paper

description: Clinical symptom scoring system. Cases with over three points exhibited a positive response for the anti-ZSCAN1 antibody
DOI: 10.17632/82g3kkdsys.1
title: supplemental data20260204zscan1paper

description: Clinical symptom scoring system. Cases with over three points exhibited a positive response for the anti-ZSCAN1 antibody
DOI: 10.17632/wkjphxvbmj
title: Randomized, double-blind, placebo-controlled trial of individualized homeopathic medicines in heavy menstrual bleeding from uterine fibroids in reproductive females

description: This study was a double-blind, randomized, placebo-controlled clinical trial conducted in 68 reproductive-aged women with heavy menstrual bleeding associated with uterine fibroids. Participants were allocated in a 1:1 ratio to receive either individualized homeopathic medicines selected through classical case-taking and repertorization or matched placebo for three months. Outcomes included menstrual blood loss assessed by the Pictorial Blood Loss Assessment Chart (PBAC), fibroid volume and number measured by transvaginal ultrasonography, and symptom-related quality of life evaluated using the UFS-QOL questionnaire. Longitudinal changes were analyzed primarily using a multivariate linear mixed-effects model under the intention-to-treat principle, with additional supportive statistical, Bayesian, and sensitivity analyses. The trial aimed to evaluate whether individualized homeopathic treatment was associated with changes in symptomatic and structural markers compared with placebo.
DOI: 10.17632/wkjphxvbmj.1
title: Randomized, double-blind, placebo-controlled trial of individualized homeopathic medicines in heavy menstrual bleeding from uterine fibroids in reproductive females

description: This study was a double-blind, randomized, placebo-controlled clinical trial conducted in 68 reproductive-aged women with heavy menstrual bleeding associated with uterine fibroids. Participants were allocated in a 1:1 ratio to receive either individualized homeopathic medicines selected through classical case-taking and repertorization or matched placebo for three months. Outcomes included menstrual blood loss assessed by the Pictorial Blood Loss Assessment Chart (PBAC), fibroid volume and number measured by transvaginal ultrasonography, and symptom-related quality of life evaluated using the UFS-QOL questionnaire. Longitudinal changes were analyzed primarily using a multivariate linear mixed-effects model under the intention-to-treat principle, with additional supportive statistical, Bayesian, and sensitivity analyses. The trial aimed to evaluate whether individualized homeopathic treatment was associated with changes in symptomatic and structural markers compared with placebo.
DOI: 10.17632/r3kfd7297m
title: DCAF-Net: An Interpretable Dual-Pathway Deep Learning Framework for Accurate Gastrointestinal Endoscopic Image Classification

description: Gastrointestinal (GI) diseases such as colorectal cancer and inflammatory bowel disease, contribute substantially to global morbidity with colorectal cancer accounting for nearly 10% of all cancer diagnoses worldwide. This study aimed to develop and validate an interpretable, multi-model deep learning framework for accurate and generalizable classification of endoscopic images across eight clinically relevant GI categories. Deep features were fused using a Dual Context Attentive Feature Network (DCAF-Net) and optimized via the Aquila Optimizer without retraining. Multiple machine learning classifiers were evaluated. Performance was assessed using accuracy, precision, recall, F1-score, ROC analysis and statistical testing. Interpretability was examined using Grad-CAM++ and SHAP. The proposed framework offers a reliable, interpretable, and clinically applicable solution for AI-assisted GI disease classification, supporting real-world endoscopic deployment.
DOI: 10.17632/r3kfd7297m.1
title: DCAF-Net: An Interpretable Dual-Pathway Deep Learning Framework for Accurate Gastrointestinal Endoscopic Image Classification

description: Gastrointestinal (GI) diseases such as colorectal cancer and inflammatory bowel disease, contribute substantially to global morbidity with colorectal cancer accounting for nearly 10% of all cancer diagnoses worldwide. This study aimed to develop and validate an interpretable, multi-model deep learning framework for accurate and generalizable classification of endoscopic images across eight clinically relevant GI categories. Deep features were fused using a Dual Context Attentive Feature Network (DCAF-Net) and optimized via the Aquila Optimizer without retraining. Multiple machine learning classifiers were evaluated. Performance was assessed using accuracy, precision, recall, F1-score, ROC analysis and statistical testing. Interpretability was examined using Grad-CAM++ and SHAP. The proposed framework offers a reliable, interpretable, and clinically applicable solution for AI-assisted GI disease classification, supporting real-world endoscopic deployment.
DOI: 10.17632/8cngvs275h
title: Psychometric Properties of the Burnout Assessment Tool among Physicians

description: Physicians are among the highest-risk groups for developing burnout. The Burnout Assessment Tool (BAT) was recently created to measure six dimensions of burnout. These data are from a study to assess the psychometric properties of the BAT among Iranian physicians.
DOI: 10.17632/8cngvs275h.2
title: Psychometric Properties of the Burnout Assessment Tool among Physicians

description: Physicians are among the highest-risk groups for developing burnout. The Burnout Assessment Tool (BAT) was recently created to measure six dimensions of burnout. These data are from a study to assess the psychometric properties of the BAT among Iranian physicians.
DOI: 10.17632/9ymkddc5gg
title: Data on Extraversion, Cognitive Bias, and SRL
DOI: 10.17632/9ymkddc5gg.1
title: Data on Extraversion, Cognitive Bias, and SRL
DOI: 10.17632/n6yg2s3frs
title: Audio Neural Fluid System

description: This code proposes the implementaion of Audio Neural Fluid System (ANFS), a novel end-to-end architecture inspired by nonlinear fluid dynamics and self-organizing neural computation. ANFS processes raw audio signals through a fluidic interaction mechanism in which spectral–temporal features emerge dynamically via continuous information exchange, rather than explicit feature engineering. The model evolves adaptively without conventional backpropagation-based optimization, enabling efficient learning and improved robustness to noise and signal variability
DOI: 10.17632/n6yg2s3frs.1
title: Audio Neural Fluid System

description: This code proposes the implementaion of Audio Neural Fluid System (ANFS), a novel end-to-end architecture inspired by nonlinear fluid dynamics and self-organizing neural computation. ANFS processes raw audio signals through a fluidic interaction mechanism in which spectral–temporal features emerge dynamically via continuous information exchange, rather than explicit feature engineering. The model evolves adaptively without conventional backpropagation-based optimization, enabling efficient learning and improved robustness to noise and signal variability
DOI: 10.17632/sjw4hzw9jx
title: GPU-parallelized MATLAB software for atom-ion dynamics

description: We present a MATLAB script, atomiongpu.m, which can use GPU parallelization to run several million independent simulations per day of a trapped ion interacting with a low-density cloud of atoms, calculating classical trajectories of a trapped ion and an atom starting far away. The script uses ode45gpu, which is our optimized and specialized implementation of the Runge-Kutta algorithm used in MATLAB’s ODE solver ode45. We first discuss the physical system and show how ode45gpu can, on a CPU, solve it about 7x faster than MATLAB’s ode45, leading to a 600x-3500x speedup when running a million trajectories using ode45gpu in parallel on a GPU compared to ode45 on a CPU. Then, we show how to easily modify the inputs to atomiongpu.m to account for different kinds of atoms, ions, atom-ion interactions, trap potentials, simulation parameters, initial conditions, and computational hardware, so that atomiongpu.m automatically finds the probability of complex formation, the distribution of observables such as the scattering angle and complex lifetime, and plots of specific trajectories.
DOI: 10.17632/sjw4hzw9jx.1
title: GPU-parallelized MATLAB software for atom-ion dynamics

description: We present a MATLAB script, atomiongpu.m, which can use GPU parallelization to run several million independent simulations per day of a trapped ion interacting with a low-density cloud of atoms, calculating classical trajectories of a trapped ion and an atom starting far away. The script uses ode45gpu, which is our optimized and specialized implementation of the Runge-Kutta algorithm used in MATLAB’s ODE solver ode45. We first discuss the physical system and show how ode45gpu can, on a CPU, solve it about 7x faster than MATLAB’s ode45, leading to a 600x-3500x speedup when running a million trajectories using ode45gpu in parallel on a GPU compared to ode45 on a CPU. Then, we show how to easily modify the inputs to atomiongpu.m to account for different kinds of atoms, ions, atom-ion interactions, trap potentials, simulation parameters, initial conditions, and computational hardware, so that atomiongpu.m automatically finds the probability of complex formation, the distribution of observables such as the scattering angle and complex lifetime, and plots of specific trajectories.
DOI: 10.17632/fghsnym9ms
title: Litter seepage as a key pathway shaping soil nutrient stoichiometry in urban forests: The influence of species identity and time

description: Litter seepage as a key pathway shaping soil nutrient stoichiometry in urban forests: The influence of species identity and time
DOI: 10.17632/fghsnym9ms.1
title: Litter seepage as a key pathway shaping soil nutrient stoichiometry in urban forests: The influence of species identity and time

description: Litter seepage as a key pathway shaping soil nutrient stoichiometry in urban forests: The influence of species identity and time
DOI: 10.17632/rp44frzp77
title: Mt-USAE Dataset

description: The Multi-tone Urdu Speech Audio Emotion (Mt-USAE) dataset was developed using a group of 20 speakers. This group contains a 50:50 ratio of male and female participants. The age of each participant was between 20 to 40 years. The diversity in age and gender demographics reflects the typical linguistic variations within the Urdu-speaking population. The selection criteria ensured a balanced representation in terms of age, gender, and regional accents to capture the rich emotional expression characteristics.
DOI: 10.17632/rp44frzp77.2
title: Mt-USAE Dataset

description: The Multi-tone Urdu Speech Audio Emotion (Mt-USAE) dataset was developed using a group of 20 speakers. This group contains a 50:50 ratio of male and female participants. The age of each participant was between 20 to 40 years. The diversity in age and gender demographics reflects the typical linguistic variations within the Urdu-speaking population. The selection criteria ensured a balanced representation in terms of age, gender, and regional accents to capture the rich emotional expression characteristics.
DOI: 10.17632/z2hyr9t95v
title: Cover cropping effects on pore size distribution

description: This data supports the findings of the research about cover cropping effects onn pore size distribution.
DOI: 10.17632/z2hyr9t95v.1
title: Cover cropping effects on pore size distribution

description: This data supports the findings of the research about cover cropping effects onn pore size distribution.
DOI: 10.17632/k582jp6c44
title: Crude Shocks and Green Stocks

description: This data belongs to our paper called 'Crude Shocks and Green Stocks: Dynamic Interactions between Oil Prices and Climate Equity Indices'.
DOI: 10.17632/k582jp6c44.1
title: Crude Shocks and Green Stocks

description: This data belongs to our paper called 'Crude Shocks and Green Stocks: Dynamic Interactions between Oil Prices and Climate Equity Indices'.
DOI: 10.17632/2jfpfrf9ys
title: Original data and model code

description: The original data includes indicator data of measuring the level of digital-real integration, measuring the development level of advanced manufacturing Industries clusters, and various variable data within the model. Data sources include the China Statistical Yearbook, China Industrial Statistical Yearbook, China Labor Statistical Yearbook, China Tertiary Industry Statistical Yearbook, and provincial statistical yearbooks, among others, compiled through manual collection. 
The model code includes Stata software program code of Baseline regression models, Mechanism models, Threshold effect models, Robustness tests, Endogeneity tests, Heterogeneity analysis.
DOI: 10.17632/2jfpfrf9ys.1
title: Original data and model code

description: The original data includes indicator data of measuring the level of digital-real integration, measuring the development level of advanced manufacturing Industries clusters, and various variable data within the model. Data sources include the China Statistical Yearbook, China Industrial Statistical Yearbook, China Labor Statistical Yearbook, China Tertiary Industry Statistical Yearbook, and provincial statistical yearbooks, among others, compiled through manual collection. 
The model code includes Stata software program code of Baseline regression models, Mechanism models, Threshold effect models, Robustness tests, Endogeneity tests, Heterogeneity analysis.
DOI: 10.71819/agaeku
title: Coleção de Herpetologia (Turtles) do MZUSP

description: A coleção herpetológica do Museu de Zoologia reúne o maior acervo de répteis e anfíbios sul-americanos do mundo, figurando entre as seis maiores coleções herpetológicas existentes. Conta atualmente com cerca de 260.000 exemplares (120.000 répteis e 140.000 anfíbios) sendo que 468 deles são espécies-tipo, uma coleção de tecidos com aproximadamente 6.850 amostras e uma coleção de esqueletos com mais de 1.000 exemplares preparados a seco ou diafanizados. Suas coleções vêm sendo digitalizadas para permitir seu melhor gerenciamento. Tem sido continuamente usada por especialistas do Brasil e do exterior como base indispensável para pesquisas e na formação de recursos humanos na pós-graduação. Recebe, anualmente, mais de 30 visitantes do Brasil e do exterior. Incontáveis alunos de iniciação, aperfeiçoamento, mestrado e doutorado, hoje trabalhando nas mais diversas instituições brasileiras, também visitam a coleção de Herpetologia para ali complementarem suas pesquisas. Atualmente, a coleção de Herpetologia do MZUSP representa referência incontornável para qualquer pesquisador que realize trabalho revisionário sobre a herpetofauna Neotropical. O papel de destaque da coleção contribui também para que esta seja escolhida preferencialmente pelos pesquisadores que queiram depositar grandes coleções e material-tipo oriundo de suas pesquisas.

Seu início deu-se a partir de coletas esporádicas de E. Garbe, ainda no Museu Paulista. Em 1918, José Florêncio Gomes, do Instituto Butantan, identificou as serpentes. No começo da década de 20, Alípio de Miranda Ribeiro, do Museu Nacional do Rio de Janeiro, identificou os anfíbios e publicou os resultados das suas pesquisas na Revista do Museu Paulista. Já na década de 30, Afrânio do Amaral, também do Instituto Butantan, identificou parte dos lagartos, publicando também os seus resultados.
Em 1940, na passagem das coleções para o prédio atual, o Padre D. José Kretz, contratado pelo Museu para cuidar das coleções, resolveu tirar os rótulos dos vidros e colá-los num caderno, o que causou grande confusão.

Em 1946, Paulo Emílio Vanzolini assumiu a curadoria da coleção com aproximadamente 1.200 números, correspondentes a exemplares ou lotes. P.E. Vanzolini ampliou as coleções de Herpetologia para as suas dimensões de hoje. Miguel T. U. Rodrigues, pesquisador do Instituto de Biociências da USP e diretor do MZUSP entre 2000 e 2004, teve também um papel fundamental nesta expansão, com contribuição proveniente de coletas por todo o Brasil. Recentemente, enormes séries oriundas de resgates de fauna realizados em empreendimentos hidrelétricos vêm sendo incorporadas ao acervo, tendo como destaques, importantes séries de anfíbios e répteis do Brasil central e do sul da Amazônia. P.E. Vanzolini foi responsável pelas coleções de Herpetologia do MZUSP até Marco de 2002, quando foi substituído por Hussam El Dine Zaher.