cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id74519.1
title: StrainInfo SI-ID 74519.1

description: StrainInfo dataset 74519 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74668.1
title: StrainInfo SI-ID 74668.1

description: StrainInfo dataset 74668 about a strain of Myceliophthora lutea. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74520.1
title: StrainInfo SI-ID 74520.1

description: StrainInfo dataset 74520 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.17632/396fd9yp6m.1
title: Erbil Cardiovascular Health Dataset (ECHD)

description: Erbil Cardiovascular Health Dataset (ECHD)

This dataset consists of records from 334 visitors to Dr. Shwan Amen's Private Clinic Centre in Erbil City, in the Kurdistan Region of Iraq, collected between November 2018 and April 2019. The dataset contains 20 features and a target variable. The features are classified into four categories: demographic, physical examinations and symptomatic, medical lab tests, and diagnostic features. Data collection involved physical tests, ECG tests, Echo tests, blood profile tests, and interviews. The data was collected and preprocessed by MSc student Hangaw Qadir Ahmed, with the research workflow designed and supervised by Prof. Ibrahim Ismael Hamarash. Dr. Shwan Amen participated as the domain expert and labeled the data, while Dr. Banan conducted the tests and interviews with the patients. The features and their abbreviations are listed in the table below.

Age: AGE
Sex: SEX (0 = Male, 1 = Female) 
Height: HT (cm)
Weight: WT (kg)
Lifestyle (City, Town, Village): LIFESTYLE (0 = City, 1 = Town, 2 = Village)
Family History of Heart Disease: FH (0 = No, 1 = Yes)
Physically Active: PHY_ACT (0 = No, 1 = Yes)
Smoking: SMK (1=Smoking, 0=Non-Smoking)
Years of Smoking: YRS_SMK
Diabetic: DIAB (0 = No, 1 = Yes)
LDL Cholesterol: LDL_CHOL
Chest Pain: CP (1 = Typical Angina, 2 = Atypical Angina, 3 = Non-Anginal Pain, 4 = Asymptomatic)
History of Heart Surgery: HRT_SURG (0 = No, 1 = Yes)
Heart Rate: HR (bpm)
Blood Pressure Systolic: BP_SYS (mmHg)
Blood Pressure Diastolic: BP_DIA (mmHg)
Hypertension: HTN (0 = No, 1 = Yes)
Interventricular Septum Diastole: IVS_DIA (0 = Within Range, 1 = Out of Range)
ECG Pattern: ECG_PAT (1 = ST Elevation, 2 = ST Depression, 3 = ST Inversion, 4 = Normal)
Q-Wave: Q_WAVE (0 = No, 1 = Yes)
Heart Problem: TARGET (0 = Does Not Have Heart Problem, 1 = Has Heart Problem)
DOI: 10.17632/s46hxyhzwx.1
title: Survey data on Strategic alignment in multispecialty hospitals: Implementing a balanced scorecard approach for optimal performance

description: The data were collected using a structured questionnaire distributed online and in person. The questionnaire, derived from existing BSC and OP literature, covered demographics, BSC perspectives, and OP metrics. Respondents were purposively sampled from multispecialty hospitals, targeting managers and department heads. Data were analyzed using SPSS (IBM SPSS Statistics 26). Inclusion criteria were managers with over a year of experience in their roles; exclusion criteria were incomplete responses. Data normalization involved standardizing responses for consistency.
DOI: 10.60712/si-id74521.1
title: StrainInfo SI-ID 74521.1

description: StrainInfo dataset 74521 about a strain of Saccharomycopsis fibuligera. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74522.1
title: StrainInfo SI-ID 74522.1

description: StrainInfo dataset 74522 about a strain of Phialophora mustea. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74616.1
title: StrainInfo SI-ID 74616.1

description: StrainInfo dataset 74616 about a strain of Phytophthora megasperma. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74617.1
title: StrainInfo SI-ID 74617.1

description: StrainInfo dataset 74617 about a strain of Phlebiopsis gigantea. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.17632/nggvmdpbrt.2
title: WaveResist (WIN/MAC): An Artificial Neural Network Tool for Ship Wave Resistance Coefficient Calculation

description: WaveResist is a program designed to calculate the dimensionless coefficient of added wave resistance (CAW) for ships. This calculation is performed using four sets of artificial neural networks (ANNs). These ANNs utilize the following dimensionless hull shape parameters as inputs:
• L/B: Ratio of the length between perpendiculars to the beam (-),
• B/T: Ratio of the beam to the draught (-),
• L/T: Ratio of the length between perpendiculars to the draught (m),
• CB: Block coefficient (-),
• Fn: Froude numer (-),
• λ/L: Ratio of the wavelength to the length between perpendiculars (-).
To develop these four ANN sets, 919 measurements from model tests of 20 transport ship models were used. 
The primary data ranges used for training the ANN sets included:
• L/B in the range from 5.1 to 8.4,
• B/T in the range from 2.5 to 4.5,
• L/T in the range from 15.4 to 30.6,
• CB in the range from 0.503 to 0.87,
• Fn in the range from 0.087 to 0.27.
WaveResist implements four ANN sets with the following input parameters:
• L/B, B/T, L/T, CB, Fn, λ/L,
• L/B, L/T, CB, Fn, λ/L,
• L/B, B/T, CB, Fn, λ/L,
• L/T, CB, Fn, λ/L.
Each of the ANN sets consists of five elementary neural networks.
The added wave resistance coefficient was defined as: 

CAW = R / (ζₐ² ρ g (B² / L))

where:
CAW is the added wave resistance coefficient,
R is the wave resistance,
ζₐ is the amplitude of the regular wave,
ρ is the density of seawater,
g is the acceleration due to gravity,
B is the breadth of the ship,
L is the length of the vessel.

Binary files for WaveResist are available for macOS Intel and Silicon (WaveResist.dmg) and Windows (compressed with 7-Zip as WaveResistWin.exe), along with the Pascal source code (WaveResist_src.zip). The WaveResist_src.zip file contains all source files, and the unitconst.pas file includes the weights for all neural networks. The development and compilation of WaveResist were carried out using the Lazarus IDE. The Lazarus project files (WaveResist_src.zip) are also listed below for download.
DOI: 10.60712/si-id74618.1
title: StrainInfo SI-ID 74618.1

description: StrainInfo dataset 74618 about a strain of Daedalea quercina. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74669.1
title: StrainInfo SI-ID 74669.1

description: StrainInfo dataset 74669 about a strain of Cladosporium sphaerospermum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.17632/2rw5pz75yr.1
title: Dataset for: 6-Phosphogluconolactonase is critical for the efficient functioning of the pentose phosphate pathway

description: In the oxidative branch of the pentose-phosphate pathway (oxPPP), a virtually ubiquitous metabolic pathway in eukaryotes and most bacteria, 6-phosphogluconolactone hydrolysis into 6-phosphogluconate is catalysed by 6-phosphogluconolactonase (Pgl) but in the absence of the latter, the oxPPP flux is thought to be maintained by spontaneous hydrolysis. However, in Deltapgl Escherichia coli, an extracellular pathway can also contribute to pentose-phosphate synthesis. This raises question as to whether a non-enzymatic reaction can compensate for the absence of 6-phosphogluconolactonase and, ultimately, on the role of 6-phosphogluconolactonase in central metabolism. Our results indicate that in the absence of Pgl, this bypass pathway accounts for the entire flux into the oxPPP, suggesting that non-enzymatic hydrolysis does not compensate for the absence of Pgl and demonstrating that Pgl is critical for an efficiently functioning oxPPP.
DOI: 10.60712/si-id74670.1
title: StrainInfo SI-ID 74670.1

description: StrainInfo dataset 74670 about a strain of Cladosporium herbarum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74671.1
title: StrainInfo SI-ID 74671.1

description: StrainInfo dataset 74671 about a strain of Cladosporium cladosporioides. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.17632/nggvmdpbrt.1
title: WaveResist (WIN/MAC): An Artificial Neural Network Tool for Ship Wave Resistance Coefficient Calculation

description: WaveResist is a program designed to calculate the dimensionless coefficient of added wave resistance (CAW) for ships. This calculation is performed using four sets of artificial neural networks (ANNs). These ANNs utilize the following dimensionless hull shape parameters as inputs: • L/B: Ratio of the length between perpendiculars to the beam (-), • B/T: Ratio of the beam to the draught (-), • L/T: Ratio of the length between perpendiculars to the draught (m), • CB: Block coefficient (-), • Fn: Froude numer (-), • λ/L: Ratio of the wavelength to the length between perpendiculars (-). To develop these four ANN sets, 919 measurements from model tests of 20 transport ship models were used. The primary data ranges used for training the ANN sets included: • L/B in the range from 5.1 to 8.4, • B/T in the range from 2.5 to 4.5, • L/T in the range from 15.4 to 30.6, • CB in the range from 0.503 to 0.87, • Fn in the range from 0.087 to 0.3. WaveResist implements four ANN sets with the following input parameters: • L/B, B/T, L/T, CB, Fn, λ/L, • L/B, L/T, CB, Fn, λ/L, • L/B, B/T, CB, Fn, λ/L, • L/T, CB, Fn, λ/L. Each of the ANN sets consists of five elementary neural networks. Binary files for WaveResist are available for MAC OS (WaveResist.dmg) and Windows (WaveResistWin.zip), along with the Pascal source code (WaveResist_src.zip). The development and compilation of WaveResist were carried out using the Lazarus IDE environment. The Lazarus project files (WaveResist_src.zip) are also listed below for download.
DOI: 10.60712/si-id74523.1
title: StrainInfo SI-ID 74523.1

description: StrainInfo dataset 74523 about a strain of Curvularia intermedia. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74672.1
title: StrainInfo SI-ID 74672.1

description: StrainInfo dataset 74672 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74524.1
title: StrainInfo SI-ID 74524.1

description: StrainInfo dataset 74524 about a strain of Nigrospora oryzae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74525.1
title: StrainInfo SI-ID 74525.1

description: StrainInfo dataset 74525 about a strain of Scytalidium album. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74526.1
title: StrainInfo SI-ID 74526.1

description: StrainInfo dataset 74526 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74619.1
title: StrainInfo SI-ID 74619.1

description: StrainInfo dataset 74619 about a strain of Serpula lacrymans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74620.1
title: StrainInfo SI-ID 74620.1

description: StrainInfo dataset 74620 about a strain of Gloeophyllum abietinum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.17632/ztb7vdr24f.1
title: Multicellular stratification in HBV-associated FL

description: -The evolution trajectory of malignant B cells revealed pathogenesis from HBV infection.
-Specific malignant cell subsets and FDC subsets were dominate stratified by dynamic HBV-infected states.
-Maintenance of predominant malignant cell subsets after immunochemotherapy may promote POD24 occurrence.
-Malignant cell subset colocalized with certain immunosuppressive cohorts could characterize POD24 events.
-Newly identified featured molecules from specific malignant cells subsets provides potential therapeutic targets.
DOI: 10.60712/si-id74621.1
title: StrainInfo SI-ID 74621.1

description: StrainInfo dataset 74621 about a strain of Gloeophyllum trabeum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74622.1
title: StrainInfo SI-ID 74622.1

description: StrainInfo dataset 74622 about a strain of Trametes versicolor. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74673.1
title: StrainInfo SI-ID 74673.1

description: StrainInfo dataset 74673 about a strain of Didymella glomerata. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74674.1
title: StrainInfo SI-ID 74674.1

description: StrainInfo dataset 74674 about a strain of Pseudocosmospora vilior. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74675.1
title: StrainInfo SI-ID 74675.1

description: StrainInfo dataset 74675 about a strain of Cutaneotrichosporon cutaneum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74676.1
title: StrainInfo SI-ID 74676.1

description: StrainInfo dataset 74676 about a strain of Tremella mesenterica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74527.1
title: StrainInfo SI-ID 74527.1

description: StrainInfo dataset 74527 about a strain of Fusarium poae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.17632/3vdwrct5r3.1
title: Analyzing the Indian Tobacco Sector: Pre-Pandemic and Immediate After-Pandemic Perspectives.

description: India ranks second in the world for tobacco consumption. During 2019-2020, cigarette consumption increased, and the illegal cigarette trade surged during the pandemic. The tobacco industry has significantly contributed to India's economy, and during the lockdown, the price of ten cigarettes soared to 300 INR and beyond.Since 1975, it has been a legal requirement to display a statutory warning that smoking is injurious to health. The government introduced new regulations mandating that tobacco products display written messages and pictographic representations indicating that smoking or consuming tobacco causes cancer. Despite these warnings, the tobacco industry thrives in India, where the tobacco leaf is referred to as the "golden leaf." Smoking is harmful to health, causes cancer, and weakens the immune system, making individuals more susceptible to pandemic and other infections. Despite these risks, tobacco has not been banned.The tobacco business has been booming for years. The pandemic-induced price hikes have led to a surge in smuggling, with tax-evaded cigarettes now comprising as much as one-fourth of India's cigarette industry. The possibility of a new COVID-19 strain causing another lockdown raises concerns about future smuggling activities. Based on current smuggling data, it is evident that opportunistic businesses are likely preparing inventories for any potential upcoming lockdown.
DOI: 10.60712/si-id74528.1
title: StrainInfo SI-ID 74528.1

description: StrainInfo dataset 74528 about a strain of Gonatobotryum apiculatum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74529.1
title: StrainInfo SI-ID 74529.1

description: StrainInfo dataset 74529 about a strain of Gelasinospora longispora. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74530.1
title: StrainInfo SI-ID 74530.1

description: StrainInfo dataset 74530 about a strain of Boothiella tetraspora. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74623.1
title: StrainInfo SI-ID 74623.1

description: StrainInfo dataset 74623 about a strain of Gloeophyllum abietinum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74624.1
title: StrainInfo SI-ID 74624.1

description: StrainInfo dataset 74624 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74625.1
title: StrainInfo SI-ID 74625.1

description: StrainInfo dataset 74625 about a strain of Daedalea quercina. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74677.1
title: StrainInfo SI-ID 74677.1

description: StrainInfo dataset 74677 about a strain of Tausonia pullulans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74678.1
title: StrainInfo SI-ID 74678.1

description: StrainInfo dataset 74678 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74679.1
title: StrainInfo SI-ID 74679.1

description: StrainInfo dataset 74679 about a strain of Fusarium oxysporum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74531.1
title: StrainInfo SI-ID 74531.1

description: StrainInfo dataset 74531 about a strain of Boothiella tetraspora. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74680.1
title: StrainInfo SI-ID 74680.1

description: StrainInfo dataset 74680 about a strain of Aspergillus versicolor. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74532.1
title: StrainInfo SI-ID 74532.1

description: StrainInfo dataset 74532 about a strain of Phialemonium atrogriseum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74533.1
title: StrainInfo SI-ID 74533.1

description: StrainInfo dataset 74533 about a strain of Moniliella oedocephalis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74534.1
title: StrainInfo SI-ID 74534.1

description: StrainInfo dataset 74534 about a strain of Sarocladium strictum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id74626.1
title: StrainInfo SI-ID 74626.1

description: StrainInfo dataset 74626 about a strain of Coniophora puteana. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.