Mendeley Data Showcase

This table summarizes the systematic extraction and coding of 136 peer-reviewed Health Recommender Systems (HRS) published between 2014 and 2025. Each study was analyzed using a lifecycle-oriented analytical framework composed of six complementary pillars, operationalized through a total of 20 explicit analytical attributes. The six pillars capture key dimensions of HRS design and translation, including: (i) Clinical need and intended use (Clinical Domain, Clinical Task, Target User,Intended Use), (ii) Data acquisition and governance (Data Source Type, Data Sensitivity, Governance Reporting, Reproducibility Signal), (iii) Recommendation logic and output semantics (Recommendation Paradigm, Output Type, Explainability Level), (iv) User experience and interaction (Delivery Platform, User Interaction, Human-in-the-loop), (v) Evaluation and validation strategy (Evaluation Level, Outcome Focus), (vi) Translation, clinical integration, and ethical operationalization (Clinical Integration, Deployment Stage, Integration Barriers, Ethical Operationalization).

This is the dataset for: Exportin 1 pathway inhibition up-regulates nuclear and mitochondrial localization of dengue virus non-structural protein 3. The zip file contains six folders: raw data on the mean nuclear fluorescence intensity of the DENV-2 NS3 protein and the cellular control that is exported via XPO1; cyclin B1 data that validate the pharmacological inhibition of nuclear export; and data that validate the pharmacological inhibition of nuclear export. In addition, they include the original transmission electron microscopy images of uninfected and infected cells during nuclear export inhibition, as well as images of gold-labeled cells showing the nuclear, cytoplasmic, and mitochondrial localization of NS3. Likewise, the original Western blot images and their densitometry are shown, which validate the subcellular localization of NS3. In addition, we attach the raw data from the morphometric analysis of the mitochondria (from electron and confocal microscopy images) during treatment with nuclear export inhibitors. Finally, the raw Delta-Delta CT data for IFN beta, PGC1a, and viral genes during treatment, along with viral titers (PFU and FFU), are shown.

This dataset contains survey responses collected from 400 participants across Dhaka (20.3%), Chottogram (14%), Khulna (28.3%), and Sylhet (37.5%) districts of Bangladesh during July 1, 2024 to September 30, 2024. The survey evaluates perceptions of food production and distribution, digital marketplaces, and mobile payment systems. Additionally, it records participants’ views on the security of ICT-based food management systems. Responses were recorded using a 5-point Likert scale (1 = Strongly Disagree, 2 = Disagree, 3 = Neutral, 4 = Agree, 5 = Strongly Agree) for most questions. The target variable (FS) indicates whether respondents perceive ICT-based food secure management as secure (1) or insecure (0). This dataset can support research in food security, digital agriculture, and ICT adoption in both rural and urban communities.

Este banco de dados foi extraído do Sistema de Informação de Agravos de Notificação (SINAN) em 14 de março de 2025, para análise e escrita do artigo intitulado "Avaliação do Sistema de Vigilância da Hanseníase no Distrito Federal, 2013 a 2022", aprovado pelo Comitê de Ética em Pesquisa FEPECS. A metodologia das análises foi descrita no artigo. Através do dicionário de dados e instrutivo de preenchimento, disponibilizados pelo SINAN, é possível analisar todas as variáveis do banco de dados disponibilizado neste endereço. Por fim, as variáveis "Distrito de residência e "Distrito atual" foram obtidas após aprovação pelo Comitê de Ética em Pesquisa, visto que não está disponível ao público online. Dessa forma, não foi adicionada neste repositório por motivos éticos.

This dataset contains a sample of the raw data (excel files) obtained from a mechanical 360-degree scanning sonar (Ping360 Scanning Image Sonars, Blue Robotics Inc., California, USA) deployed in a commercial sea-cage (140 m circumference, 27 m depth, the upper 15 m cylindrical + 12 m conical; a lice skirt was mounted to 5 m depth) rearing Atlantic salmon (Salmo salar) in Norway. Fish were just transferred from the land-based facility to the sea cage, and we wanted to follow the evolution in their behavior (vertical and horizontal distribution) their first month at sea. Fish were on average 510g (post smolts) and density in the cage at the start was 4.3 kg/m3. Due to storage limits, 3 full days (24 h each) are included (one folder per date). Raw data from 38 days (not always 24h continuous) is available on request but all scans from the raw data are presented as videos (10 images per sec) in the folder "All videos from complete dataset". Description xlsx files: Timestamps are in CET and embedded in filenames (yyyymmdd_hhmmss-x). First column: angle (radians, 0–399) First row: distance (0–1199, equal to 30 m) Remaining cells: echo strength (Analog-to-Digital Converter values, 0–597) Folder "Data processing": Includes a Python script to plot sonar data, input/output examples, and a labeled scan ("Scanwithexplanations.png") in polar coordinates. The sonar is in the middle of the figure. The circular lines show the distance from the sonar and each line corresponds to a 5 m distance. Apart from the visible cage structures (cage walls, cone leading to the cage bottom and water surface), observations inside the cage are salmon. Any visible echo strength above the water surface corresponds to echo reverberation on the surface. Cage deformation due to current is also visible on the scans and examples of deformed and undeformed cage are provided in the folder "Cage deformation". Folder "Water current": Excel file with two sheets: Horizonspeed = overall sideways movement of the water in cm/sec Eastspeed = current in the eastern direction in cm/sec First column: timestamp (dd.mm.yyyy HH:MM in UTC) First range: depth (in meters) Data collected on one of the most exposed buoys of the fish farm's mooring frame.

This dataset contains raw high-throughput sequencing reads derived from root tissues of maize (Zea mays L.) genotypes contrasting in drought tolerance: the drought-tolerant line K1, the drought-sensitive line K2, and their hybrid (KH). Plants were grown under controlled conditions with or without inoculation by the arbuscular mycorrhizal fungus Funneliformis mosseae. Root samples were collected at defined developmental stages during progressive soil drying. The dataset includes (i) total root RNA-seq libraries for host transcriptome profiling (RNAreads.fastq.gz) and (ii) host-depleted metatranscriptomic libraries enriched for fungal and microbiome transcripts (Unmapped.fastq.gz). Sequencing was performed using an Illumina platform, generating paired-end reads suitable for differential gene expression, pathway analysis, and symbiosis-related transcript profiling. These data support the analysis of genotype-specific drought responses, mycorrhiza-mediated modulation of stress signaling, root developmental regulation, and symbiotic nutrient transport processes in maize.

Background Treatment of ingrown toenails includes conservative and surgical approaches. The aim of this study was to compare the efficacy and tolerability of the Gutter Splint (GS) method with the reference technique: matrix phenolization (MP). Methods We conducted a randomized, open-label, two-arm parallel study, enrolling 110 consecutive patients presenting with ingrown toenails. Outcome measures included duration of the procedures, postoperative pain, and resumption of usual daily activities at day 7, recurrence rates at 4 and 12 months, and complications. Both descriptive and analytical statistics were performed. Results A hundred and ten cases were consecutively randomized to receive segmental MP (54 patients) or GS method (56 patients). The duration of the procedure was significantly lower in the GS group compared with MP (12.77 ± 2.6 min vs 15.52 ± 5 min, P=0.001). Recurrence rates were 2.3% and 2.4% at 4 months (P>0.05) and 21% and 10.8% at 12 months (P=0.34) 43 in GS and MP groups, respectively. There was no statistical difference in recurrence rates or complications between these two groups. Conclusions This study, the first randomized trial comparing GS and MP techniques for ingrown toenails, demonstrated comparable recurrence rates at 4 months. The GS group showed an increase in recurrence rates at 12 months (P=0.34). The GS technique appears to be a promising alternative to MP in the management of onychocryptosis and has the advantage of preserving the normal anatomy of the nail unit but relay havily on patients’ compliance.

Dataset for publication in Data in Brief

## 1) Purpose This repository creates synthetic return datasets (and optionally daily returns) and saves final outputs in a submission-ready format. Replication materials are organized into (i) input data folders (RF_data/, Y_data/), (ii) code (code_submit/ and root scripts), and (iii) generated outputs (data_submit/). The pipeline is run from the project root by executing master.R (or sequentially make_synthetic_all_mean_var.R and make_synth_daily_returns_mean_var.R), which reads inputs from RF_data/ and Y_data/ and writes synthetic datasets and summary tables to data_submit/. Random-forest analyses with nested temporal cross-validation are implemented in code_submit/rf_nested_cv_temporal.R, with extensions for interaction analysis and SHAP-style interpretation in code_submit/rf_nested_cv_temporal_interactions_shap.R. All output files referenced in tables and figures are contained in data_submit/ and can be regenerated from the scripts using relative paths.

This data set supplements manuscript "Eddies in ice-covered fjords of the northern Canadian Arctic Archipelago" by Igor A. Dmitrenko, Sergei A. Kirillov, Paul G. Myers, David Capelle, David G. Babb, Clark Pennelly, Lisa C. Matthes, and Dorthe Dahl-Jensen submitted to Journal of Geophysical Research: Oceans. We present observations of cyclonic passing and standing eddies beneath landfast ice in the Nansen Sound fiord system. Baroclinic eddies of a double-concave or negative lens shape were observed below the ice in 2025. The transformation of a cyclonic standing eddy of a negative lens shape into a typical surface-intensified eddy was observed from the ice-covered winter to the ice-free summer 2025. Data files are in ASCII format. Oceanographic survey data: 1. 23 CTD (conductivity-temperature-depth), FCDOM (fluorescence of colored dissolved organic matter), and nitrate profiles taken in the Nansen Sound fiord system between 3 and 25 May 2025 using snowmobiles and a Twin Otter aircraft operated on skis. Observations were carried out with a RBRconcerto3 CTD outfitted with a Seapoint FCDOM sensor for EX/EM = 370/460 nm and a Sea-Bird Scientific SUNA V2 optical nitrate sensor. FCDOM and nitrate vertical profiles were averaged with a 7-m moving window. CTD data was 1-meter binned. 2. 6 CTD profiles collected from the CCGS Amundsen in September 2025 over the junction of Nansen and Eureka Sounds and Greely and Hare Fiords using a Sea-Bird 9plus CTD. 3. Velocity data from the CCGS Amundsen vessel-mounted ADCP obtained over the junction of Nansen and Eureka Sounds and Greely and Hare Fiords in September 2025. A hull-mounted ADCP is Teledyne RD Ocean Surveyor 150 kHz. Mooring data: The landfast ice-tethered mooring was deployed in Eureka Sound at 80.015608°N, 86.645053°W from November 2024 to May 2025. The mooring setup consisted of two Teledyne RD Workhorse 300 kHz Acoustic Doppler current profilers (ADCPs) placed at 105 m (up‐looking) and at 107 m (down‐looking), and an Ice Tethered Profiler (ITP) by McLane Research Laboratory preprogramed to cast every 12 hr (up- and downward) in the depth range from 6 to 339 m. Only two portions of the ITP CTD and ADCP record from 8–13 February and 1–6 April 2025 are presented. The ITP was equipped with a CTD sensor 41CP and a dissolved oxygen (DO) sensor SBE-43. Only zonal currents presented. Files: 1. ITP CTD and DO data.CSV: ITP CTD and dissolved oxygen profiles for 8–13 February and 1–7 April 2025; 2. Moored ADCPs zonal current.CSV: Moored ADCP zonal current profiles for 8–13 February and 1–7 April 2025; 3. CTD CDOM Nitr data May and September 2025.CSV: CTD, CDOM fluorescence, and nitrate vertical profiles for oceanographic surveys in May and September 2025; 4. Amundsen ADCP profiles.CSV: Velocity data from the CCGS Amundsen vessel-mounted ADCP obtained over the junction of Nansen and Eureka Sounds and Greely and Hare Fiords in 11 and 16 September 2025.