cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18762216
title: Consistent Metabolomic and Genetic Evidence Validates Acisoga as a Key Contributor to Colorectal Neoplasia Progression

description: Background: Colorectal cancer (CRC) is a leading cause of cancer incidence and mortality worldwide. Early detection and accurate risk stratification of precursor lesions remain critical challenges. Integrating metabolomics with genetic analysis may improve understanding of CRC development and identify disease determinants .

Methods: Untargeted serum metabolomics was performed in 513 individuals: 185 controls, 74 low-, 98 intermediate-, and 100 high-risk lesions , and 56 CRC cases. Overall, 1,562 metabolic features were analysed using linear trend models with multiple-testing correction. Significant metabolites were further investigated through metabolite-level genome-wide association studies (GWAS). Findings were externally validated in 1,121 CRC-control pairs from The European Prospective Investigation into Cancer and Nutrition (EPIC) cohort and in CRC GWAS meta-analysis.

Results: The polyamine Acisoga, showed statistically significant increasing trends across CRC progression (p=2.8×10-5). The association was independently validated in EPIC (OR=1.23, 95% CI: 1.01–1.50). Metabolite-level GWAS identified genome-wide significant loci, including OPCML, EWSAT1, and CMKLR1. Genetically predicted Acisoga levels were positively associated with CRC risk (p=0.003), with consistent results in sensitivity analyses using previously reported Acisoga-associated variants. 

Conclusions: We demonstrate a reproducible association between Acisoga and CRC progression and risk, supported by metabolomic, genetic, and external data. This integrative approach advances understanding of metabolic processes involved in CRC and supports further evaluation of Acisoga in risk research.

Impact: This work supports Acisoga as a potential circulating biomarker for colorectal cancer risk, with implications for early detection and prevention in screening populations.
DOI: 10.5281/zenodo.15878610
title: Consistent Metabolomic and Genetic Evidence Validates Acisoga as a Key Contributor to Colorectal Neoplasia Progression

description: Background: Colorectal cancer (CRC) is a leading cause of cancer incidence and mortality worldwide. Early detection and accurate risk stratification of precursor lesions remain critical challenges. Integrating metabolomics with genetic analysis may improve understanding of CRC development and identify disease determinants .

Methods: Untargeted serum metabolomics was performed in 513 individuals: 185 controls, 74 low-, 98 intermediate-, and 100 high-risk lesions , and 56 CRC cases. Overall, 1,562 metabolic features were analysed using linear trend models with multiple-testing correction. Significant metabolites were further investigated through metabolite-level genome-wide association studies (GWAS). Findings were externally validated in 1,121 CRC-control pairs from The European Prospective Investigation into Cancer and Nutrition (EPIC) cohort and in CRC GWAS meta-analysis.

Results: The polyamine Acisoga, showed statistically significant increasing trends across CRC progression (p=2.8×10-5). The association was independently validated in EPIC (OR=1.23, 95% CI: 1.01–1.50). Metabolite-level GWAS identified genome-wide significant loci, including OPCML, EWSAT1, and CMKLR1. Genetically predicted Acisoga levels were positively associated with CRC risk (p=0.003), with consistent results in sensitivity analyses using previously reported Acisoga-associated variants. 

Conclusions: We demonstrate a reproducible association between Acisoga and CRC progression and risk, supported by metabolomic, genetic, and external data. This integrative approach advances understanding of metabolic processes involved in CRC and supports further evaluation of Acisoga in risk research.

Impact: This work supports Acisoga as a potential circulating biomarker for colorectal cancer risk, with implications for early detection and prevention in screening populations.
DOI: 10.17632/bftp2sd92z.1
title: Revisión sobre trastornos especificos del aprendizaje_ clasificación

description: Este documento es un material de apoyo a la docencia en el curso de psicopatología. Brinda definiciones, conceptos y referencias de clasificación para los estudiantes a partir de los manuales clasificatorios DSM 5 y CIE 11
DOI: 10.25549/examiner-c44-49574
title: Rosalind Wyman (councilman), 1958

description: 4 images. Rosalind Wyman (councilman), 3 January 1958. Captain Horace Brown.; Supplementary material reads: "From the Desk of Councilwoman Rosalind Wiener Wyman. Baker. Don't show library. Councilwoman Wyman and Captain Horace Brown".
DOI: 10.17632/492cd4xzk6
title: A comprehensive atlas of cell-type marker genes in developing human cortex via single-nucleus RNA sequencing

description: Identifying reliable marker genes is essential for decoding the cellular diversity and dynamic processes shaping human brain development, yet consistent markers remain lacking. We conducted a meta-analysis of single-nucleus (sn) RNA-seq datasets comprising 590,224 nuclei from the prenatal cortex and 1,150,557 nuclei from the postnatal cortex, systematically assessing marker gene expression stability, specificity, and coverage. We identified 89 high-confidence marker genes for seven prenatal brain cell types (HCP-89). Validation across independent datasets confirmed that these markers exhibit superior specificity compared to canonical genes. To further resolve astrocyte lineage cells that single markers cannot distinguish, we developed AstroRF-Net, a machine learning framework that integrates random forest and neural networks to robustly separate radial glial cells, transitional intermediates, and mature astrocytes. We also identified 259 marker genes defining postnatal brain cell types. Cross-developmental comparison revealed 164 genes with prenatal or postnatal specificity, offering insight into cell-fate regulation. These findings provide molecular and computational tools for precise cell-type annotation and future neurodevelopmental disease research.
DOI: 10.15468/dl.vtgzew
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "StateProvince is Tamaulipas",
 "TaxonKey is Vigna luteola"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007818-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/492cd4xzk6.1
title: A comprehensive atlas of cell-type marker genes in developing human cortex via single-nucleus RNA sequencing

description: Identifying reliable marker genes is essential for decoding the cellular diversity and dynamic processes shaping human brain development, yet consistent markers remain lacking. We conducted a meta-analysis of single-nucleus (sn) RNA-seq datasets comprising 590,224 nuclei from the prenatal cortex and 1,150,557 nuclei from the postnatal cortex, systematically assessing marker gene expression stability, specificity, and coverage. We identified 89 high-confidence marker genes for seven prenatal brain cell types (HCP-89). Validation across independent datasets confirmed that these markers exhibit superior specificity compared to canonical genes. To further resolve astrocyte lineage cells that single markers cannot distinguish, we developed AstroRF-Net, a machine learning framework that integrates random forest and neural networks to robustly separate radial glial cells, transitional intermediates, and mature astrocytes. We also identified 259 marker genes defining postnatal brain cell types. Cross-developmental comparison revealed 164 genes with prenatal or postnatal specificity, offering insight into cell-fate regulation. These findings provide molecular and computational tools for precise cell-type annotation and future neurodevelopmental disease research.
DOI: 10.25549/examiner-c44-43112
title: Baseball -- Dodgers new ticket mailing racks, 1958

description: 4 images. Baseball -- Dodgers new ticket mailing racks, 18 March 1958. Sharon Fierro. "Sports". (Sleeve reads: SP-12288).; Caption slip reads: "Photographer: Jensen. Date: 1958-03-18. Assignment: Dodgers new ticket mailing racks & construction of park. 53-54, 46-47: Sharon Fierro. 17-18, 32-33: Construction of Dodgers Ball Park Coliseum".
DOI: 10.17632/9795rjwxnd
title: Malaysian Car Plate Dataset

description: Project Context
This dataset was developed as part of a Final Year Project (FYP) at the Faculty of Information Science and Technology (FIST), Multimedia University (MMU). The broader project focuses on computational intelligence and smart campus infrastructure, specifically involving the conversion of standard local webcams into network-accessible IP cameras for real-time video surveillance and processing. 

This dataset serves as the foundational data to train a computer vision model for Lisence Plate Recognition (LRP), aiming to automate vehicle access control and parking management within a campus or residential environment.

Content
The dataset contains a carefully curated collection of images featuring Malaysian vehicle license plates. Malaysian car plates are unique because they often feature varying font styles (including italic or cursive on older/custom plates), different sizes, and both single-row and double-row formats.

Total Images: Insert Number 500+ images
Format: .jpg and .png
Annotations: Bounding box annotations are provided in YOLO format, making it ready for plug-and-play training with modern object detection algorithms.

Target Classes:
1. car_plate
2. car

Collection Methodology
I collected data, but some of the images are using an internet dataset, which I sorted myself. The images capture vehicles from various angles (front and rear) and under different environmental/lighting conditions (daytime glare, shadows, etc.) to ensure the trained model is robust in real-world scenarios.

The images were manually reviewed, and precise bounding boxes were drawn around the license plates using Roboflow.

Inspiration & Potential Use Cases
This dataset is ideal for computer vision researchers and developers working on:
ANPR / ALPR Systems: Training object recognition models (like YOLOv8, SSD, or Faster R-CNN) to detect and crop Malaysian license plates for downstream Optical Character Recognition (OCR).
Smart Parking: Integrating real-time computer vision with IoT devices for automated boom-gate access and vehicle logging.
Feature Extraction Algorithms: Testing image processing techniques (like OpenCV morphological operations, ORB, or SIFT) to isolate plate characters against complex vehicle backgrounds.

Acknowledgements
If you utilize this dataset in your own research, algorithms, or academic projects, please consider citing this repository. Special thanks to the Faculty of Information Science and Technology (FIST) at MMU for the academic support throughout this Final Year Project.
DOI: 10.25549/examiner-c44-43130
title: Baseball -- Dodgers versus Giants, opening day, 1958

description: 27 images. Baseball -- Dodgers versus Giants, opening day, 18 April 1958. George Jessel; Ford Frick; Norris Poulson; George Christopher; Mr. & Mrs. Walter O'Malley; Mr. & Mrs. Goodwin Knight; Rabbi Magnin; Rosalind Wyman; Eugene Biscailuz; Sam Crawford; Herman Franks; Joe E. Brown; Walter Alston; Charlie Neal; Dick Gray; Gino Cimoli; Bob Davenport; Junior Gilliam; Duke Snider. "Sports". (Sleeve reads: SP-12288).; Caption slip reads: "Photographer: Monteverde. Date: 04-18. Assignment: Dodgers vs giants. Special instructions: Normal development, 5 minutes. Dodgers go on field. 15-16, 19-20, 59 or 60: 5 plate pan shot of ceremony. #1: Single shot of players on field. #2: Poulson pitches to Christopher of San Francisco. 51-52: Photographs at tunnel #9, opening day. 41-42: First ball".; Other caption slip reads: "Photographer; Jensen. Assignment: Baseball opening action. H5: Davenport goes into second, first inning. H6: Junior Gilliam hits dirt on pitch, first inning. A-1: Duke Snider first hit, first inning. J-37: First pitched ball. 38: Second pitched ball. (Roll #2, 35 mm.) #43: Charlie Neal scores run #3 followed by Dick Gray on run #4 on hit by Gino Cimoli after catcher drops ball on Neal, 5th inning".; Other caption slip reads: "Photographer: Rustan. Date: 1958-04-18. Assignment: Baseball. Special instructions: Flash. 7-8: Kids trying catch ball behind left field screen. 27: George Jessel; Ford Frank. 28, 9-10: Mayor Norris Poulson; Mayor Christopher. #19: Poulson pitching. #20: Christopher batting. 66, 55: Mrs. O'Malley; Walter O'Malley; Mrs. Knight; Gov. Knight. 56: Rabbi Magnin; Rosalind Wyman; Sheriff Biscailuz. 51: Sam Crawford. 52: Herman Franks; Joe Brown; Walter Alston. 95-96: Dodgers lineup".
DOI: 10.17632/9795rjwxnd.1
title: Malaysian Car Plate Dataset

description: Project Context
This dataset was developed as part of a Final Year Project (FYP) at the Faculty of Information Science and Technology (FIST), Multimedia University (MMU). The broader project focuses on computational intelligence and smart campus infrastructure, specifically involving the conversion of standard local webcams into network-accessible IP cameras for real-time video surveillance and processing. 

This dataset serves as the foundational data to train a computer vision model for Lisence Plate Recognition (LRP), aiming to automate vehicle access control and parking management within a campus or residential environment.

Content
The dataset contains a carefully curated collection of images featuring Malaysian vehicle license plates. Malaysian car plates are unique because they often feature varying font styles (including italic or cursive on older/custom plates), different sizes, and both single-row and double-row formats.

Total Images: Insert Number 500+ images
Format: .jpg and .png
Annotations: Bounding box annotations are provided in YOLO format, making it ready for plug-and-play training with modern object detection algorithms.

Target Classes:
1. car_plate
2. car

Collection Methodology
I collected data, but some of the images are using an internet dataset, which I sorted myself. The images capture vehicles from various angles (front and rear) and under different environmental/lighting conditions (daytime glare, shadows, etc.) to ensure the trained model is robust in real-world scenarios.

The images were manually reviewed, and precise bounding boxes were drawn around the license plates using Roboflow.

Inspiration & Potential Use Cases
This dataset is ideal for computer vision researchers and developers working on:
ANPR / ALPR Systems: Training object recognition models (like YOLOv8, SSD, or Faster R-CNN) to detect and crop Malaysian license plates for downstream Optical Character Recognition (OCR).
Smart Parking: Integrating real-time computer vision with IoT devices for automated boom-gate access and vehicle logging.
Feature Extraction Algorithms: Testing image processing techniques (like OpenCV morphological operations, ORB, or SIFT) to isolate plate characters against complex vehicle backgrounds.

Acknowledgements
If you utilize this dataset in your own research, algorithms, or academic projects, please consider citing this repository. Special thanks to the Faculty of Information Science and Technology (FIST) at MMU for the academic support throughout this Final Year Project.
DOI: 10.25549/examiner-c44-43168
title: Baseball -- Dodgers versus Giants, with ceremonies, 1958

description: 24 images. Baseball -- Dodgers versus Giants, with ceremonies, 18 April 1958. Walter Alston; Warren Giles; Joe E. Brown; Juli Reding; Bob Davenport; Mr. and Mrs. Walter O'Malley; Mr. and Mrs. Goodwin Knight; Edward G. Robinson; Danny Kaye; Mr. and Mrs. George Christopher; Norris Poulson; Jose Cruz; Sam Crawford; Carl Erskine; Junior Gilliam; George Jessel; Ford Frick; Edgar Magnin; Rosalind Wyman; Eugene Biscailuz. (Note: These names were on the caption cards in this envelope, however, not all negatives with these names are in this envelope. This is the way they came). "Sports". (Sleeve reads: SP-12288).; Caption slip reads: "Photographer: Miller. Assignment: Dodgers. 17: First ball pitched showing whole field. 221: Dodgers #3 and Juli Reding. 222: Edward G. Robinson; Danny Kaye & Mrs. Robinson (sitting next to Robinson). 8: Joe W. Brown. 7: Mayor Christopher; Mayor Poulson; Mrs. Christopher. 3, 4: Jose Cruz, 4646 Grape, Montebello, California".; Other caption slip reads: "Photographer: Jensen. Date: 04-18. Special instructions: 7 or 8 minutes develop. J-7: Walter Alston shows Warren Giles (National League president) dugout. J-8: Joe E. Brown. 45-46, 50-51: Ceremonies".; Other caption slip reads: "Photographer: Rustan. Assignment: Action. 49: 12 San Francisco misses first ball pitched. 50: 19 Los Angeles takes one off the screen hit by #12".
DOI: 10.17632/yv8x9x5wds
title: Compression force (N) for first and second breaks of Thiara scabra and Haita acuta snail shells
DOI: 10.25549/examiner-c44-43169
title: Baseball -- Dodgers versus Giants, with ceremonies, 1958

description: 24 images. Baseball -- Dodgers versus Giants, with ceremonies, 18 April 1958. Walter Alston; Warren Giles; Joe E. Brown; Juli Reding; Bob Davenport; Mr. and Mrs. Walter O'Malley; Mr. and Mrs. Goodwin Knight; Edward G. Robinson; Danny Kaye; Mr. and Mrs. George Christopher; Norris Poulson; Jose Cruz; Sam Crawford; Carl Erskine; Junior Gilliam; George Jessel; Ford Frick; Edgar Magnin; Rosalind Wyman; Eugene Biscailuz. (Note: These names were on the caption cards in this envelope, however, not all negatives with these names are in this envelope. This is the way they came). "Sports". (Sleeve reads: SP-12288).; Caption slip reads: "Photographer: Miller. Assignment: Dodgers. 17: First ball pitched showing whole field. 221: Dodgers #3 and Juli Reding. 222: Edward G. Robinson; Danny Kaye & Mrs. Robinson (sitting next to Robinson). 8: Joe W. Brown. 7: Mayor Christopher; Mayor Poulson; Mrs. Christopher. 3, 4: Jose Cruz, 4646 Grape, Montebello, California".; Other caption slip reads: "Photographer: Jensen. Date: 04-18. Special instructions: 7 or 8 minutes develop. J-7: Walter Alston shows Warren Giles (National League president) dugout. J-8: Joe E. Brown. 45-46, 50-51: Ceremonies".; Other caption slip reads: "Photographer: Rustan. Assignment: Action. 49: 12 San Francisco misses first ball pitched. 50: 19 Los Angeles takes one off the screen hit by #12".
DOI: 10.17632/yv8x9x5wds.1
title: Compression force (N) for first and second breaks of Thiara scabra and Haita acuta snail shells
DOI: 10.25549/examiner-c44-43170
title: Baseball -- Dodgers versus Giants, with ceremonies, 1958

description: 24 images. Baseball -- Dodgers versus Giants, with ceremonies, 18 April 1958. Walter Alston; Warren Giles; Joe E. Brown; Juli Reding; Bob Davenport; Mr. and Mrs. Walter O'Malley; Mr. and Mrs. Goodwin Knight; Edward G. Robinson; Danny Kaye; Mr. and Mrs. George Christopher; Norris Poulson; Jose Cruz; Sam Crawford; Carl Erskine; Junior Gilliam; George Jessel; Ford Frick; Edgar Magnin; Rosalind Wyman; Eugene Biscailuz. (Note: These names were on the caption cards in this envelope, however, not all negatives with these names are in this envelope. This is the way they came). "Sports". (Sleeve reads: SP-12288).; Caption slip reads: "Photographer: Miller. Assignment: Dodgers. 17: First ball pitched showing whole field. 221: Dodgers #3 and Juli Reding. 222: Edward G. Robinson; Danny Kaye & Mrs. Robinson (sitting next to Robinson). 8: Joe W. Brown. 7: Mayor Christopher; Mayor Poulson; Mrs. Christopher. 3, 4: Jose Cruz, 4646 Grape, Montebello, California".; Other caption slip reads: "Photographer: Jensen. Date: 04-18. Special instructions: 7 or 8 minutes develop. J-7: Walter Alston shows Warren Giles (National League president) dugout. J-8: Joe E. Brown. 45-46, 50-51: Ceremonies".; Other caption slip reads: "Photographer: Rustan. Assignment: Action. 49: 12 San Francisco misses first ball pitched. 50: 19 Los Angeles takes one off the screen hit by #12".
DOI: 10.25549/examiner-c44-49833
title: Mack narcotics preliminary hearing (Barbara Burns)

description: 3 images. Mack narcotics preliminary hearing (Barbara Burns), 16 January 1958. Attorney Harry Weiss; Barbara Burns; David James Mack (gave Barbara narcotics).; Caption slip reads: "Photographer: Hecht. Reporter: McMahon. Assignment: Mack narcotics preliminary hearing. 58-59: Attorney Harry Weiss & his client, Barbara Burns. 81: David James Mack; Barbara Burns; attorney Harry Weiss. 80: David James Mack".
DOI: 10.15468/dl.yv8b4j
title: Occurrence Download

description: A dataset containing 1952 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "TaxonKey is Lutjanus johnii"
 ]
}

 The dataset includes 1952 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007817-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-49842
title: Imported car show, 1958

description: 6 images. Imported car show, 9 January 1958. Naomi Mooney; Georganne Hunter; Noby McCarthy; Sheri Stennette (queen of the show); Sherli Hill; (overall view of cars).; Caption slip reads: "Photographer: Snow. Date: 1958-01-09. Reporter: Kline. Assignment: Imported car show. 25-26: Naomi Mooney leans against black Mercedes-Benz, is framed by Mercedes, left, and Jaguar, right. 111-112: Overall view of cars. 101-102: Georganne Hunter Nichol, 4, poses with Berkeley car. 11-12: Nobu [sic] McCarthy poses with Japanese car, Datsun. 31-32: Shari Stennette, queen of show, poses with Czech car, Skoda. 105-106: Sherli Hill, rear, and Melody Ward, foreground, in Janus car".
DOI: 10.17632/nw7z6r44v7.1
title: How Trust and Technology Acceptance Shape Luxury Purchase Intention in Recommender System Contexts

description: This dataset contains survey responses collected from Indonesian consumers who have experience purchasing luxury products through e-commerce platforms. This dataset consists of two main parts: (1) the raw questionnaire data collected from respondents and (2) the processed analytical results generated using SmartPLS. The questionnaire was initially distributed to respondents across Indonesia. However, the final analysis focuses on users in Jakarta and its surrounding areas, as the majority of the valid responses were obtained from this region.

A total of 503 responses were collected. After the data screening process, 438 responses were retained for analysis, as these respondents confirmed having purchased luxury products through e-commerce platforms. The remaining responses were excluded because they did not meet the study’s inclusion criteria. The retained dataset was then analyzed using PLS-SEM in SmartPLS to examine the relationships among technology acceptance, trust-related constructs, and purchase intention.

The dataset is provided in anonymized form and can be used to replicate the analysis, verify the reported results, or conduct further studies on consumer trust and purchase intention in the context of luxury e-commerce and recommender systems.

Data taken in 2025 timeframe.