cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/1d442d9e-1563-45d2-9fcc-4bc2a9951010
title: ODMR experimental data underlying the PhD thesis "Quantum sensing and fabrication of color centers in diamond: Toward a quantum biosensor based on CMOS-integrated NV centers"

description: Experimental data and scripts related to the room temperature<strong> ODMR </strong>setup<strong> </strong>within the QIT DL Lab. The ODMR technique is used to characterize color centers in diamond. It allows the acquisition of photoluminescence (PL) data, as well as mapping of physical quantities such as magnetic/electric/strain fields or temperature gradients. This data is part of the characterization process of a CMOS-integrated quantum diamond biosensor. It has been acquired by shining a green laser on a diamond sample and sweeping over microwave frequencies, recording photoluminescence intensity drops. The data is in the form of .NPY, .JASON, .TXT, .PNG. Parts of the data obtained here have been used in the preparation of papers.
DOI: 10.4121/1d442d9e-1563-45d2-9fcc-4bc2a9951010.v1
title: ODMR experimental data underlying the PhD thesis "Quantum sensing and fabrication of color centers in diamond: Toward a quantum biosensor based on CMOS-integrated NV centers"

description: Experimental data and scripts related to the room temperature<strong> ODMR </strong>setup<strong> </strong>within the QIT DL Lab. The ODMR technique is used to characterize color centers in diamond. It allows the acquisition of photoluminescence (PL) data, as well as mapping of physical quantities such as magnetic/electric/strain fields or temperature gradients. This data is part of the characterization process of a CMOS-integrated quantum diamond biosensor. It has been acquired by shining a green laser on a diamond sample and sweeping over microwave frequencies, recording photoluminescence intensity drops. The data is in the form of .NPY, .JASON, .TXT, .PNG. Parts of the data obtained here have been used in the preparation of papers.
DOI: 10.7910/dvn/kvctua
title: Blue Chip Economic Indicators Historical Data

description: For a description and access information, please see the UC Irvine Libraries' Blue Chip Economic Indicators (BCEI) Historical Data Guide:
guides.lib.uci.edu/blue-chip-economic-indicators-historical-data
DOI: 10.7910/dvn/ehaqj7
title: Gen-NCAP

description: Released dataset of Gen-NCAP for improving E2E-AD models' performance on corner cases.
DOI: 10.4121/6af86ce3-e8d5-40e5-af3f-43eec7fecacd
title: SPAD electrical characterization data underlying the PhD thesis "Quantum sensing and fabrication of color centers in diamond: Toward a quantum biosensor based on CMOS-integrated NV centers"

description: Electrical characterization measurements of a SPAD array. This SPAD array has been fabricated in 40 nm CMOS technology by TSMC, and is intended to be used as a photon collection module in an integrated quantum biosensor, using nitrogen-vacancy centers in diamond. The control code, including FPGA, Arduino, and Python modules, can be found in the GitHub of the author (https://github.com/ynsvrv/ODMR_and_SPAD_control_software). The data was acquired via standard IV probe measurements and CV measurements in the EKL facility of EWI, TU Delft. The data is in the form of .CSV, .PNG.
DOI: 10.4121/6af86ce3-e8d5-40e5-af3f-43eec7fecacd.v1
title: SPAD electrical characterization data underlying the PhD thesis "Quantum sensing and fabrication of color centers in diamond: Toward a quantum biosensor based on CMOS-integrated NV centers"

description: Electrical characterization measurements of a SPAD array. This SPAD array has been fabricated in 40 nm CMOS technology by TSMC, and is intended to be used as a photon collection module in an integrated quantum biosensor, using nitrogen-vacancy centers in diamond. The control code, including FPGA, Arduino, and Python modules, can be found in the GitHub of the author (https://github.com/ynsvrv/ODMR_and_SPAD_control_software). The data was acquired via standard IV probe measurements and CV measurements in the EKL facility of EWI, TU Delft. The data is in the form of .CSV, .PNG.
DOI: 10.6084/m9.figshare.29134604
title: Baseline characteristics of 12-week & 18th-week follow-up of cognitive motor dual-task training in type 2 diabetes mellitus subjects.

description: A randomized controlled, and parallel three-arm trial with patient blinding. A total of 93 patients with T2DM (type 2 diabetes mellitus) aged 40-65 of either gender with HbA1c &gt; 6.5 mmol/dL and more than 5 years of education. The eligible subjects underwent for baseline assessment of Gender, Age, duration of disease, education levels, HbA1c levels, BMI and Mini-Mental State Examination score. Then the subjects were allocated to each group through a random lottery method. After allocation, the subjects in experimental group A received CMDBT (cognitive motor dual-task blindfold training), experimental group B received CMDT (cognitive motor dual-task training), and the control group received conventional therapy of aerobic and resistance training for 3 sessions/week for 12 consecutive weeks. Participants were evaluated at 3 different times (baseline, completion at 12 weeks, and follow-up at 18 weeks) for every outcome. Primary outcome measures are the Montreal Cognitive Assessment, the Trail Making Test, and the WHO QoL BREF.
DOI: 10.7910/dvn/bfanvq
title: Baseline androgen levels as predictors of continence outcomes following adjunctive laser therapy with pelvic floor training: a matched cohort analysis

description: This dataset contains anonymized clinical and biochemical data from a retrospective cohort study conducted at a single urogynecology clinic between 2020 and 2024. The study investigated urinary leakage outcomes among women who underwent pelvic floor muscle training (PFMT), with or without additional treatment using non-ablative erbium-doped yttrium aluminum garnet (Er:YAG) laser. The dataset includes matched baseline characteristics, hormone and metabolic biomarker levels, and follow-up continence assessments based on objective pad testing.

In particular, the data support stratified analyses evaluating whether individual physiological profiles—especially circulating androgen levels—are associated with differential responses to energy-based interventions for female urinary incontinence. Summary statistics for numerical and categorical variables, as well as derived treatment outcome metrics, are provided to facilitate secondary analysis and reproducibility efforts. This resource may be of interest to researchers in urogynecology, women’s health, pelvic floor rehabilitation, and biomarker-guided therapy design.
description: Biomarker-stratified evaluation of pelvic floor laser therapy effectiveness in a real-world clinical cohort of women with urinary incontinence
DOI: 10.21227/0c5d-dj42
title: "SR dataset for Machine learning models"

description: "This dataset was compiled as part of a systematic review and meta-analysis evaluating the performance of machine learning models in predicting acute kidney injury (AKI) following cardiac surgery. It includes extracted data from published studies, such as model types (e.g., support vector machines, ensemble methods, XGBoost), performance metrics (AUC, sensitivity, specificity), validation approaches, and study characteristics. The dataset supports reproducibility of the review and can be used for secondary analyses or to inform future research on machine learning applications in perioperative risk prediction."
DOI: 10.21227/5ewv-ra15
title: "Hybrid CNN-Transformer Approach to Bacterial Taxonomy in Medical Imaging"

description: "This article demonstrates Artificial Intelligence (AI) methods for\u2002characterization of bacteria, describes some of the challenges of utilizing these technologies, and coheres new possibilities for future research. Artificial intelligence (AI) is a fast-paced interdisciplinary field of science, dealing with\u2002multiple subfields, which focuses on creating machines capable of carrying out activities that require human intelligence . We\u2002consider the role of clinical diagnostics, environmental monitoring, and scientific discovery in characterizing bacterial isolates and the challenges of data quality, generalization, interpretability, resource requirements, ethics, domain adaptation, human\u2013AI collaboration, long-term maintenance, and fairness and accountability. These results indicate that\u2002AI models performed with an average accuracy of 92.5% with a diverse dataset of gram-stained bacterial images with accuracy varying between 85% and 98% depending on taxonomic level. The model was also\u2002resistant to different methods of staining. Improving the speed and accuracy of bacterial identification, this article addresses Sustainable Development Goal 3\u2002(Good Health and Well-being) by advancing clinical diagnostics and infection control. Finally, we call\u2002on the next generation to drive forwards interpretable AI, global cooperation and ethical AI."
DOI: 10.6084/m9.figshare.29134634
title: Polarity table of heat map obatined by conducting sentiment analysis of YouTube comments

description: Sentiment analysis is conducted in the comments of a video uploaded to YouTube.
DOI: 10.4121/e0ee9a7f-b71c-420a-adb5-dca482fc8902
title: SRIM simulation data underlying the PhD thesis "Quantum sensing and fabrication of color centers in diamond: Toward a quantum biosensor based on CMOS-integrated NV centers"

description: SRIM simulation data for <strong>ion implantation</strong> into a diamond substrate. SRIM is a simulation software for the interaction of ions incident on a material substrate, very useful in the context of ion implantation. These simulations were performed prior to the cleanroom processing of a diamond substrate, in order to determine the optimal processing and implantation parameters. This diamond substrate is used as part of the underlying PhD project and is ultimately integrated with CMOS technology into a compact quantum diamond biosensor. The data resulting from the simulations is acquired by running different ion-target material combinations, using TRIM (a sub-module of SRIM).The data is in the form of .PNG, .TXT, .BMP, .SAV.
DOI: 10.4121/e0ee9a7f-b71c-420a-adb5-dca482fc8902.v1
title: SRIM simulation data underlying the PhD thesis "Quantum sensing and fabrication of color centers in diamond: Toward a quantum biosensor based on CMOS-integrated NV centers"

description: SRIM simulation data for <strong>ion implantation</strong> into a diamond substrate. SRIM is a simulation software for the interaction of ions incident on a material substrate, very useful in the context of ion implantation. These simulations were performed prior to the cleanroom processing of a diamond substrate, in order to determine the optimal processing and implantation parameters. This diamond substrate is used as part of the underlying PhD project and is ultimately integrated with CMOS technology into a compact quantum diamond biosensor. The data resulting from the simulations is acquired by running different ion-target material combinations, using TRIM (a sub-module of SRIM).The data is in the form of .PNG, .TXT, .BMP, .SAV.
DOI: 10.6084/m9.figshare.25534585.v2
title: Investigating bleeding adverse events associated with BTK inhibitors in the food and drug administration adverse event reporting system (FAERS)

description: This study analyzed the bleeding adverse events (AEs) resulting from the treatment of B-cell lymphoma with Bruton tyrosine kinase (BTK) inhibitors, according to reports in the US Food and Drug Administration’s Adverse Event Reporting System (FAERS) Bleeding AEs associated with BTK inhibitors (including ibrutinib, zanubrutinib, and acalabrutinib) from the first quarter of 2013 to the third quarter of 2023 were extracted. Reporting odds ratio (ROR) and proportional reporting ratio (PRR) were reported. Preferred Terms (PTs) of Medical Dictionary for Regulatory Activities (MedDRA) terms were mapped to System Organ Class terms (SOC) terms and analyzed bleeding AEs associated with three BTK inhibitors. A total of 463 cases of bleeding AEs were included. Contusion, subcutaneous hemorrhage, hematuria, and cerebral hemorrhage were included in PTs. Blood urine was present and subdural hematoma were also reported. The incidence of bleeding AEs was higher with ibrutinib (Case number = 10,696) than with zanubrutinib (Case number = 213) and acalabrutinib (Case number = 314). Our findings indicate that bleeding AEs linked to BTK inhibitors in various conditions underscore the need for cautious clinical decision-making, particularly in nervous system disorders, injuries, poisoning, surgical complications, vascular disorders, and others.
DOI: 10.6084/m9.figshare.25534585
title: Investigating bleeding adverse events associated with BTK inhibitors in the food and drug administration adverse event reporting system (FAERS)

description: This study analyzed the bleeding adverse events (AEs) resulting from the treatment of B-cell lymphoma with Bruton tyrosine kinase (BTK) inhibitors, according to reports in the US Food and Drug Administration’s Adverse Event Reporting System (FAERS) Bleeding AEs associated with BTK inhibitors (including ibrutinib, zanubrutinib, and acalabrutinib) from the first quarter of 2013 to the third quarter of 2023 were extracted. Reporting odds ratio (ROR) and proportional reporting ratio (PRR) were reported. Preferred Terms (PTs) of Medical Dictionary for Regulatory Activities (MedDRA) terms were mapped to System Organ Class terms (SOC) terms and analyzed bleeding AEs associated with three BTK inhibitors. A total of 463 cases of bleeding AEs were included. Contusion, subcutaneous hemorrhage, hematuria, and cerebral hemorrhage were included in PTs. Blood urine was present and subdural hematoma were also reported. The incidence of bleeding AEs was higher with ibrutinib (Case number = 10,696) than with zanubrutinib (Case number = 213) and acalabrutinib (Case number = 314). Our findings indicate that bleeding AEs linked to BTK inhibitors in various conditions underscore the need for cautious clinical decision-making, particularly in nervous system disorders, injuries, poisoning, surgical complications, vascular disorders, and others.
DOI: 10.6084/m9.figshare.25534585.v1
title: Investigating bleeding adverse events associated with BTK inhibitors in the Food and Drug Administration adverse event reporting system (FAERS)

description: This study analyzed the bleeding adverse events (AEs) resulting from the treatment of B-cell lymphoma with Bruton tyrosine kinase (BTK) inhibitors, according to reports in the US Food and Drug Administration’s Adverse Event Reporting System (FAERS) Bleeding AEs associated with BTK inhibitors (including ibrutinib, zanubrutinib, and acalabrutinib) from the first quarter of 2013 to the third quarter of 2023 were extracted. Reporting odds ratio (ROR) and proportional reporting ratio (PRR) were reported. Preferred Terms (PTs) of Medical Dictionary for Regulatory Activities (MedDRA) terms were mapped to System Organ Class terms (SOC) terms and analyzed bleeding AEs associated with three BTK inhibitors. A total of 463 cases of bleeding AEs were included. Contusion, subcutaneous hemorrhage, hematuria, and cerebral hemorrhage were included in PTs. Blood urine was present and subdural hematoma were also reported. The incidence of bleeding AEs was higher with ibrutinib (Case number = 10,696) than with zanubrutinib (Case number = 213) and acalabrutinib (Case number = 314). Our findings indicate that bleeding AEs linked to BTK inhibitors in various conditions underscore the need for cautious clinical decision-making, particularly in nervous system disorders, injuries, poisoning, surgical complications, vascular disorders, and others.
DOI: 10.6084/m9.figshare.29134723
title: A dynamic microcosm biofilm model for root carious-like lesion development: analysis of demineralization and microbiological characterization

description: This study investigated the multifunctional oral cavity simulator (MOCS) in terms of microbial composition, functional profile, and dentin root demineralization. Microcosm biofilms were grown on dentin using human saliva for 4, 7, and 14 days, with exposure to sucrose and a mucin-enriched medium. Biofilms were analyzed for microbial viability and composition through CFU count and 16S-rRNA gene sequencing. Demineralization was quantified by percentage surface hardness change (%SHC), mineral loss (ML), and lesion depth (LD). The results showed microbial viability at all time points. After 7 days, aciduric/acidogenic and proteolytic organisms increased in abundance. The functional profile reflected the oscillations in microbial composition. No significant differences in %SHC, ML, or LD were observed across the time points. Carious lesions exhibited 60–70% SHC and 125–200 µm depth. MOCS was able to induce root carious lesions as result of microcosm biofilm metabolic activity, indicating its potential use in preclinical studies on root dentin caries.
DOI: 10.6084/m9.figshare.29134723.v1
title: A dynamic microcosm biofilm model for root carious-like lesion development: analysis of demineralization and microbiological characterization

description: This study investigated the multifunctional oral cavity simulator (MOCS) in terms of microbial composition, functional profile, and dentin root demineralization. Microcosm biofilms were grown on dentin using human saliva for 4, 7, and 14 days, with exposure to sucrose and a mucin-enriched medium. Biofilms were analyzed for microbial viability and composition through CFU count and 16S-rRNA gene sequencing. Demineralization was quantified by percentage surface hardness change (%SHC), mineral loss (ML), and lesion depth (LD). The results showed microbial viability at all time points. After 7 days, aciduric/acidogenic and proteolytic organisms increased in abundance. The functional profile reflected the oscillations in microbial composition. No significant differences in %SHC, ML, or LD were observed across the time points. Carious lesions exhibited 60–70% SHC and 125–200 µm depth. MOCS was able to induce root carious lesions as result of microcosm biofilm metabolic activity, indicating its potential use in preclinical studies on root dentin caries.
DOI: 10.34740/kaggle/dsv/11917999
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.57780/cr2-926e738
title: HIGHWAY_Cryo_L2_SIR_GDR_2_

description: CryoSat-2 L2 Ice Consolidated Product in cloud-native data format
DOI: 10.57780/cr2-088e7b8
title: HIGHWAY_Cryo_L2_SIR_LRM_2_

description: CryoSat-2 L2 Ice Product from Low Resolution Mode Processing in cloud-native data format
DOI: 10.57780/cr2-517eb78
title: HIGHWAY_Cryo_L2_SIR_SAR_2_

description: CryoSat-2 L2 Ice Product from SAR Processing in cloud-native data format
DOI: 10.5281/zenodo.15274491
title: EarthByte/ Scripts and Dataset for Global Crustal thickness Estimation and Analysis

description: This repository contains the dataset, Python scripts, and Jupyter notebooks used to generate the figures for the paper "Crustal thickness pulses track Earth's interior cooling and surface environmental evolution."





Dataset S1 corresponds to Supplementary Table 1 in the manuscript.




All code and data are organized to ensure reproducibility of the figures and analyses presented in the paper.
DOI: 10.5281/zenodo.15274492
title: EarthByte/ Scripts and Dataset for Global Crustal thickness Estimation and Analysis

description: This repository contains the dataset, Python scripts, and Jupyter notebooks used to generate the figures for the paper "Crustal thickness pulses track Earth's interior cooling and surface environmental evolution."





Dataset S1 corresponds to Supplementary Table 1 in the manuscript.




All code and data are organized to ensure reproducibility of the figures and analyses presented in the paper.
DOI: 10.5281/zenodo.15494088
title: Example Datasets for Skyfall-GS
DOI: 10.5281/zenodo.15494089
title: Example Datasets for Skyfall-GS
DOI: 10.6084/m9.figshare.29134730
title: <b>The </b><b>C</b><b>omplete </b><b>C</b><b>hloroplast </b><b>G</b><b>enome of </b><b>Solanum lyratum </b><b>Thunb.</b><b> </b><b>(Solanaceae)</b><b> and </b><b>its Phylogenetic Analysis</b>

description: The complete chloroplast genome of Solanum lyratum Thunb. 1784. was sequenced and analyzed, revealing a quadripartite structure with a total length of 155,870 base pairs. It comprises two regions with inverted repeat (IR) regions of 25,571 bp each, located between a large single-copy (LSC) region (86,319 bp) and a small single-copy (SSC) region (18,410 bp). Comprehensive genome annotation identified 128 functional genomic elements, consisting of 83 protein-coding genes, 37 tRNA sequences, and 8 rRNA sequences, with a guanine-cytosine content of 37.8%. Maximum likelihood (ML) analysis based on 86 conserved protein-coding loci from 38 taxa revealed a robust phylogenetic relationship between S. dulcamara and S. lyratum, with maximum bootstrap support (100%) at the branch node. The genomic data elucidate chloroplast architecture and speciation mechanisms in Solanum, particularly in S. lyratum. These findings provide critical insights into taxonomic classification, phylogenetic investigations, and the development of species-specific molecular markers.
DOI: 10.6084/m9.figshare.29134730.v1
title: <b>The </b><b>C</b><b>omplete </b><b>C</b><b>hloroplast </b><b>G</b><b>enome of </b><b>Solanum lyratum </b><b>Thunb.</b><b> </b><b>(Solanaceae)</b><b> and </b><b>its Phylogenetic Analysis</b>

description: The complete chloroplast genome of Solanum lyratum Thunb. 1784. was sequenced and analyzed, revealing a quadripartite structure with a total length of 155,870 base pairs. It comprises two regions with inverted repeat (IR) regions of 25,571 bp each, located between a large single-copy (LSC) region (86,319 bp) and a small single-copy (SSC) region (18,410 bp). Comprehensive genome annotation identified 128 functional genomic elements, consisting of 83 protein-coding genes, 37 tRNA sequences, and 8 rRNA sequences, with a guanine-cytosine content of 37.8%. Maximum likelihood (ML) analysis based on 86 conserved protein-coding loci from 38 taxa revealed a robust phylogenetic relationship between S. dulcamara and S. lyratum, with maximum bootstrap support (100%) at the branch node. The genomic data elucidate chloroplast architecture and speciation mechanisms in Solanum, particularly in S. lyratum. These findings provide critical insights into taxonomic classification, phylogenetic investigations, and the development of species-specific molecular markers.
DOI: 10.5281/zenodo.15494139
title: Layer-Adaptive Filtering: Automatic Spectral Optimization per Layer Type

description: Layer-Adaptive Filtering: Automatic Spectral Optimization per Layer Type
DOI: 10.5281/zenodo.15494140
title: Layer-Adaptive Filtering: Automatic Spectral Optimization per Layer Type

description: Layer-Adaptive Filtering: Automatic Spectral Optimization per Layer Type
DOI: 10.21227/hmnf-y708
title: "PSYCHOTHERAPEUTIC SESSIONS\u2019 DATASET: SEPARATE REMARKS OF THERAPIST AND THEIR CLIENTS"

description: "The following dataset contains separate remarks of therapist and their clients within psychotherapeutic sessions in English primarily obtained from publicly available recordings of psychotherapeutic sessions posted on YouTube, as well as text transcripts of Carl Rogers' sessions."
DOI: 10.15468/dl.cteb57
title: Occurrence Download

description: A dataset containing 957 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nyctibatrachus Boulenger, 1882"
 ]
}

 The dataset includes 957 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015209-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.