cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18773609
title: MOLECULAR SUBTYPES, RISK FACTORS, DIAGNOSTIC APPROACHES, AND THERAPEUTIC STRATEGIES IN BREAST CANCER: A COMPREHENSIVE REVIEW WITH CLINICAL IMPLICATIONS

description: Breast cancer (BC) is the most prevalent malignancy among women worldwide and the leading cause of cancer-related mortality in the female population, representing a critical global public health challenge. This comprehensive study aimed to analyze the epidemiological burden, molecular classification, risk factor profiles, diagnostic modalities, and contemporary therapeutic strategies of breast cancer, as well as to evaluate outcomes across molecular subtypes in a cohort of 320 histologically confirmed breast cancer patients. Patients were enrolled from the oncology department of a tertiary referral hospital between January 2020 and December 2023. Comprehensive clinicopathological data were collected including tumor characteristics, hormonal receptor status, HER2 expression, Ki-67 proliferative index, lymph node involvement, and treatment responses. Molecular subtype distribution revealed that Luminal A constituted the largest subgroup (38.4%), followed by Luminal B (26.9%), HER2-enriched (16.6%), and Triple-Negative Breast Cancer (TNBC) (18.1%). The mean age at diagnosis was 52.4 ± 11.8 years, with 73.4% of patients presenting at stages II and III. The five-year overall survival rates differed significantly among subtypes: Luminal A demonstrated the most favorable prognosis (89.2%), followed by Luminal B (76.4%), HER2-enriched (71.8%), and TNBC (58.6%) (p<0.001). Analysis of risk factors identified significant associations with family history of breast or ovarian cancer (OR 3.42, 95% CI 2.18–5.36, p<0.001), nulliparity (OR 2.17, 95% CI 1.54–3.06, p<0.001), hormone replacement therapy use >5 years (OR 1.94, 95% CI 1.28–2.94, p=0.002), obesity [BMI ≥30 kg/m²] (OR 1.76, 95% CI 1.22–2.54, p=0.002), and late age at first full-term pregnancy ≥30 years (OR 1.65, 95% CI 1.14–2.38, p=0.008). Sensitivity and specificity of combined digital mammography and ultrasound examination reached 91.3% and 87.6% respectively, while MRI demonstrated 96.8% sensitivity for dense breast tissue. Pathological complete response (pCR) to neoadjuvant chemotherapy was highest in TNBC (45.7%) and HER2-enriched (52.3%) subtypes. These findings underscore the heterogeneous nature of breast cancer, emphasizing the importance of molecular subtyping for individualized treatment planning, the critical role of early detection, and the need for continued development of targeted therapeutic strategies to improve survival across all disease subtypes.
DOI: 10.5281/zenodo.18773610
title: MOLECULAR SUBTYPES, RISK FACTORS, DIAGNOSTIC APPROACHES, AND THERAPEUTIC STRATEGIES IN BREAST CANCER: A COMPREHENSIVE REVIEW WITH CLINICAL IMPLICATIONS

description: Breast cancer (BC) is the most prevalent malignancy among women worldwide and the leading cause of cancer-related mortality in the female population, representing a critical global public health challenge. This comprehensive study aimed to analyze the epidemiological burden, molecular classification, risk factor profiles, diagnostic modalities, and contemporary therapeutic strategies of breast cancer, as well as to evaluate outcomes across molecular subtypes in a cohort of 320 histologically confirmed breast cancer patients. Patients were enrolled from the oncology department of a tertiary referral hospital between January 2020 and December 2023. Comprehensive clinicopathological data were collected including tumor characteristics, hormonal receptor status, HER2 expression, Ki-67 proliferative index, lymph node involvement, and treatment responses. Molecular subtype distribution revealed that Luminal A constituted the largest subgroup (38.4%), followed by Luminal B (26.9%), HER2-enriched (16.6%), and Triple-Negative Breast Cancer (TNBC) (18.1%). The mean age at diagnosis was 52.4 ± 11.8 years, with 73.4% of patients presenting at stages II and III. The five-year overall survival rates differed significantly among subtypes: Luminal A demonstrated the most favorable prognosis (89.2%), followed by Luminal B (76.4%), HER2-enriched (71.8%), and TNBC (58.6%) (p<0.001). Analysis of risk factors identified significant associations with family history of breast or ovarian cancer (OR 3.42, 95% CI 2.18–5.36, p<0.001), nulliparity (OR 2.17, 95% CI 1.54–3.06, p<0.001), hormone replacement therapy use >5 years (OR 1.94, 95% CI 1.28–2.94, p=0.002), obesity [BMI ≥30 kg/m²] (OR 1.76, 95% CI 1.22–2.54, p=0.002), and late age at first full-term pregnancy ≥30 years (OR 1.65, 95% CI 1.14–2.38, p=0.008). Sensitivity and specificity of combined digital mammography and ultrasound examination reached 91.3% and 87.6% respectively, while MRI demonstrated 96.8% sensitivity for dense breast tissue. Pathological complete response (pCR) to neoadjuvant chemotherapy was highest in TNBC (45.7%) and HER2-enriched (52.3%) subtypes. These findings underscore the heterogeneous nature of breast cancer, emphasizing the importance of molecular subtyping for individualized treatment planning, the critical role of early detection, and the need for continued development of targeted therapeutic strategies to improve survival across all disease subtypes.
DOI: 10.5281/zenodo.18709751
title: OPEN DATASET - Canopy height models of SFB ALS acquisitions in Amazonian forest concessions (2017–2025) - Caxiuanã and Saracá Taquera National Forests

description: OPEN DATASET - Canopy height models of Brazilian Forest Service (SFB) airborne laser scanning (ALS) acquisitions in Amazonian forest concessions (2017–2025) - Caxiuanã and Saracá Taquera National Forests

The Brazilian Forest Service (SFB) has acquired high-precision Light Detection and Ranging (LiDAR) data within forest management units of federal concessions in the Brazilian Amazon. Airborne laser scanning (ALS) is used by SFB to produce reliable, high-detail information on topography and forest canopy structure. These ALS surveys in forest concessions support: (1) improved forest inventories; (2) topographic mapping for planning, including slope, water bodies, and flood-prone areas; and (3) assessment of management impacts on biodiversity, such as effects from roads, skid trails, canopy openings from tree removal, and log decks.

This dataset provides standardised canopy height and elevation products for point cloud data acquired by SFB between 2017 and 2025. We organized and processed all raw ALS data from SFB into Canopy Height Models (CHMs), acquired across Altamira, Amapá, Bom Futuro, Caxiuanã, Crepori, Jacundá, Jamari, and Saracá-Taquera forests. The ALS datasets were processed using the Processing pipeline for Airborne Laser Scanning (ALS) v1.0.4 by Fischer et al. 2025 (https://doi.org/10.1101/2025.08.31.673375).

The raw data used includes .las point clouds and additional acquisition information such as reports, trajectory files and metadata. The raw data are owned by CGMAF-SFB and are publicly available through an online repository (SFB open data policy). A table summarizing the raw datasets is available.

This dataset will be included in future versions of the Global Canopy Atlas!

Special thanks to Fabian J. Fischer and to José Humberto Chaves for his availability and kindness to support the processing. We are also very grateful to Silke Kämmerer (CEO | LAStools LiDAR Processing – rapidlasso GmbH) for providing the necessary LAStools license.
DOI: 10.5281/zenodo.18709750
title: OPEN DATASET - Canopy height models of SFB ALS acquisitions in Amazonian forest concessions (2017–2025) - Caxiuanã and Saracá Taquera National Forests

description: OPEN DATASET - Canopy height models of Brazilian Forest Service (SFB) airborne laser scanning (ALS) acquisitions in Amazonian forest concessions (2017–2025) - Caxiuanã and Saracá Taquera National Forests

The Brazilian Forest Service (SFB) has acquired high-precision Light Detection and Ranging (LiDAR) data within forest management units of federal concessions in the Brazilian Amazon. Airborne laser scanning (ALS) is used by SFB to produce reliable, high-detail information on topography and forest canopy structure. These ALS surveys in forest concessions support: (1) improved forest inventories; (2) topographic mapping for planning, including slope, water bodies, and flood-prone areas; and (3) assessment of management impacts on biodiversity, such as effects from roads, skid trails, canopy openings from tree removal, and log decks.

This dataset provides standardised canopy height and elevation products for point cloud data acquired by SFB between 2017 and 2025. We organized and processed all raw ALS data from SFB into Canopy Height Models (CHMs), acquired across Altamira, Amapá, Bom Futuro, Caxiuanã, Crepori, Jacundá, Jamari, and Saracá-Taquera forests. The ALS datasets were processed using the Processing pipeline for Airborne Laser Scanning (ALS) v1.0.4 by Fischer et al. 2025 (https://doi.org/10.1101/2025.08.31.673375).

The raw data used includes .las point clouds and additional acquisition information such as reports, trajectory files and metadata. The raw data are owned by CGMAF-SFB and are publicly available through an online repository (SFB open data policy). A table summarizing the raw datasets is available.

This dataset will be included in future versions of the Global Canopy Atlas!

Special thanks to Fabian J. Fischer and to José Humberto Chaves for his availability and kindness to support the processing. We are also very grateful to Silke Kämmerer (CEO | LAStools LiDAR Processing – rapidlasso GmbH) for providing the necessary LAStools license.
DOI: 10.15468/dl.eufnrq
title: Occurrence Download

description: A dataset containing 11604 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera pardus"
 ]
}

 The dataset includes 11604 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000239-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.md6wz2
title: Occurrence Download

description: A dataset containing 10489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-129.34277 28.24155,-57.94676 28.24155,-57.94676 62.24771,-129.34277 62.24771,-129.34277 28.24155))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Speyeria aphrodite"
 ]
}

 The dataset includes 10489 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000244-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jczvb
title: Occurrence Download

description: A dataset containing 16457 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)"
 ]
 }
 },
 "TaxonKey is Koeleria macrantha",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 16457 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000242-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18773579
title: Covid 19 data for Chile

description: Got from https://web.archive.org/web/20210110014613/https://raw.githubusercontent.com/MinCiencia/Datos-COVID19/master/output/producto1/Covid-19_std.csv

Chile Ministerio de Ciencia, Tecnología, Conocimiento, e Innovación database
DOI: 10.5281/zenodo.18773580
title: Covid 19 data for Chile

description: Got from https://web.archive.org/web/20210110014613/https://raw.githubusercontent.com/MinCiencia/Datos-COVID19/master/output/producto1/Covid-19_std.csv

Chile Ministerio de Ciencia, Tecnología, Conocimiento, e Innovación database
DOI: 10.5281/zenodo.18773619
title: COMPUTATIONAL MODELS FOR EVALUATING THE STRENGTHENED-DEFORMED STATE OF THE SURFACE LAYER OF PARTS DURING SURFACE PLASTIC DEFORMATION

description: High requirements are imposed on the quality of machined surfaces of most critical parts of machines and mechanisms (working element parts). Surface quality is determined by a set of geometric as well as physical-mechanical parameters, including surface roughness, strength and hardness, residual stresses, and dislocation density. The required surface layer quality of parts can be ensured through finishing-strengthening treatments, in particular, surface plastic deformation (SPD). This type of mechanical treatment is the simplest and most effective method of deformation strengthening, and it has proven its effectiveness, which is why it is widely used in modern mechanical engineering.
DOI: 10.5281/zenodo.18773620
title: COMPUTATIONAL MODELS FOR EVALUATING THE STRENGTHENED-DEFORMED STATE OF THE SURFACE LAYER OF PARTS DURING SURFACE PLASTIC DEFORMATION

description: High requirements are imposed on the quality of machined surfaces of most critical parts of machines and mechanisms (working element parts). Surface quality is determined by a set of geometric as well as physical-mechanical parameters, including surface roughness, strength and hardness, residual stresses, and dislocation density. The required surface layer quality of parts can be ensured through finishing-strengthening treatments, in particular, surface plastic deformation (SPD). This type of mechanical treatment is the simplest and most effective method of deformation strengthening, and it has proven its effectiveness, which is why it is widely used in modern mechanical engineering.
DOI: 10.15468/dl.zgsjx8
title: Occurrence Download

description: A dataset containing 551609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Felidae"
 ]
}

 The dataset includes 551609 records from 1662 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000188-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twyydb
title: Occurrence Download

description: A dataset containing 1775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, United States of America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Grindelia camporum Greene"
 ]
}

 The dataset includes 1775 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010449-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110854995
title: Persepolis Fortification Anepigraphic Tablet 0375.201, PFAnep 0375.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0375.201, PFUT 0375-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression on left edge. ❧ [Physical Object Note:] Large cracks on reverse, upper edge. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110855815
title: Persepolis Fortification Anepigraphic Tablet 0376.203, PFAnep 0376.203

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0376.203, PFUT 0376-203 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, obverse, reverse, upper edge. ❧ [Physical Object Note:] Damage or deposits on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110854986
title: Persepolis Fortification Anepigraphic Tablet 0375.201, PFAnep 0375.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0375.201, PFUT 0375-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression on left edge. ❧ [Physical Object Note:] Large cracks on reverse, upper edge. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110855775
title: Persepolis Fortification Anepigraphic Tablet 0376.203, PFAnep 0376.203

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0376.203, PFUT 0376-203 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, obverse, reverse, upper edge. ❧ [Physical Object Note:] Damage or deposits on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110854974
title: Persepolis Fortification Anepigraphic Tablet 0375.201, PFAnep 0375.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0375.201, PFUT 0375-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression on left edge. ❧ [Physical Object Note:] Large cracks on reverse, upper edge. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110853878
title: Persepolis Fortification Anepigraphic Tablet 0374.208, PFAnep 0374.208

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0374.208, PFUT 0374-208 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse? upper edge. ❧ [Physical Object Note:] Upper left corner broken. Cracks and damage on obverse, reverse. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110854250
title: Persepolis Fortification Anepigraphic Tablet 0375.201, PFAnep 0375.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0375.201, PFUT 0375-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression on left edge. ❧ [Physical Object Note:] Large cracks on reverse, upper edge. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110853871
title: Persepolis Fortification Anepigraphic Tablet 0374.208, PFAnep 0374.208

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0374.208, PFUT 0374-208 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse? upper edge. ❧ [Physical Object Note:] Upper left corner broken. Cracks and damage on obverse, reverse. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110860644
title: Persepolis Fortification Anepigraphic Tablet 0382.202, PFAnep 0382.202

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0382.202, PFUT 0382-202 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse, reverse. ❧ [Physical Object Note:] Bottom ledge corner broken. Crack on right edge. Deposits on reverse. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110853860
title: Persepolis Fortification Anepigraphic Tablet 0374.208, PFAnep 0374.208

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0374.208, PFUT 0374-208 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse? upper edge. ❧ [Physical Object Note:] Upper left corner broken. Cracks and damage on obverse, reverse. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110860643
title: Persepolis Fortification Anepigraphic Tablet 0382.202, PFAnep 0382.202

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0382.202, PFUT 0382-202 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse, reverse. ❧ [Physical Object Note:] Bottom ledge corner broken. Crack on right edge. Deposits on reverse. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110853795
title: Persepolis Fortification Anepigraphic Tablet 0374.208, PFAnep 0374.208

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0374.208, PFUT 0374-208 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse? upper edge. ❧ [Physical Object Note:] Upper left corner broken. Cracks and damage on obverse, reverse. (Upper and bottom edges may be reversed)