cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29626283
title: Supplementary Material for: Curative Treatment after Immunotherapy Leads to Excellent Outcomes in Patients with Hepatocellular Carcinoma

description: Introduction: The high response rates observed with immunotherapy may allow downstaging to curative treatment in hepatocellular carcinoma (HCC). We aimed to investigate the factors associated with curative treatment receipt after immunotherapy and its outcomes.
Methods: HCC patients who received immunotherapy as a first-line treatment during 2017-2020 were identified from the US National Cancer Database. Patients were classified into two groups: immunotherapy with subsequent curative treatment (resection, transplantation, and local ablation) and immunotherapy without curative treatment. Multivariable Cox regression analysis was performed to determine factors associated with OS, followed by propensity-score (PS) matching and inverse probability of treatment weighting (IPTW) adjusted analysis. 
Results: Of the 4,329 HCC patients (median age 66 years, 81% male, 33% T4, 22% N1, and 32% M1 stage) who received immunotherapy as a first-line treatment, 138 (3.2%) received subsequent curative treatment after immunotherapy, with a median interval of 3.0 months between the two treatments. Curative treatment receipt was independently associated with care in an academic health system (odds ratio 3.40, 95% CI 1.68–7.38). OS was significantly longer in those with curative treatment conversion (hazard ratio [HR] 0.15, 95% CI 0.11–0.22), including after PS matching (HR 0.20, 95% CI 0.13–0.30) and IPTW adjusted (HR 0.19, 95% CI 0.11–0.31) analyses. The median survival was not reached vs. 10 months for those with and without subsequent curative treatment. 
Conclusions: Curative treatment conversion after immunotherapy was infrequent but was associated with significantly improved survival. Care at an academic center increases the probability of receiving subsequent curative treatment and favorable outcomes.
DOI: 10.6084/m9.figshare.29626283.v1
title: Supplementary Material for: Curative Treatment after Immunotherapy Leads to Excellent Outcomes in Patients with Hepatocellular Carcinoma

description: Introduction: The high response rates observed with immunotherapy may allow downstaging to curative treatment in hepatocellular carcinoma (HCC). We aimed to investigate the factors associated with curative treatment receipt after immunotherapy and its outcomes.
Methods: HCC patients who received immunotherapy as a first-line treatment during 2017-2020 were identified from the US National Cancer Database. Patients were classified into two groups: immunotherapy with subsequent curative treatment (resection, transplantation, and local ablation) and immunotherapy without curative treatment. Multivariable Cox regression analysis was performed to determine factors associated with OS, followed by propensity-score (PS) matching and inverse probability of treatment weighting (IPTW) adjusted analysis. 
Results: Of the 4,329 HCC patients (median age 66 years, 81% male, 33% T4, 22% N1, and 32% M1 stage) who received immunotherapy as a first-line treatment, 138 (3.2%) received subsequent curative treatment after immunotherapy, with a median interval of 3.0 months between the two treatments. Curative treatment receipt was independently associated with care in an academic health system (odds ratio 3.40, 95% CI 1.68–7.38). OS was significantly longer in those with curative treatment conversion (hazard ratio [HR] 0.15, 95% CI 0.11–0.22), including after PS matching (HR 0.20, 95% CI 0.13–0.30) and IPTW adjusted (HR 0.19, 95% CI 0.11–0.31) analyses. The median survival was not reached vs. 10 months for those with and without subsequent curative treatment. 
Conclusions: Curative treatment conversion after immunotherapy was infrequent but was associated with significantly improved survival. Care at an academic center increases the probability of receiving subsequent curative treatment and favorable outcomes.
DOI: 10.6084/m9.figshare.29626286
title: Supplementary Material for: Tuberculosis-Related Neuroretinitis and Central Retinal Vein Occlusion in a Child, and a Literature Review

description: Introduction: Ocular tuberculosis (OTB) can occur in any part of the eye. We present a rare case of an 11-year-old girl with tuberculosis-related neuroretinitis and central retinal vein occlusion(CRVO).
Case Presentation: The patient presented due to vision loss in the right eye. An examination detected edema of the optic disc with peripapillary and scattered retinal hemorrhages around the tortuous and dilated retinal veins in the right eye. Optical coherence tomography showed macular edema and subretinal fluid in the right eye. Fundus fluorescein angiography indicated hyper-fluorescence staining of the optic disc and tortuous and dilated retinal veins with wall staining and minor leakage in the right eye. Tuberculin skin test and interferon-gamma release assay were positive. The patient’s vision was improved after anti-tuberculosis and systemic glucocorticoid therapy. A literature search found reports on only five adult patients with a similar presentation.
Conclusion: Tuberculosis-related neuroretinitis and CRVO in children are rare. Early diagnosis and treatment can somewhat restore the lost vision.
DOI: 10.6084/m9.figshare.29626286.v1
title: Supplementary Material for: Tuberculosis-Related Neuroretinitis and Central Retinal Vein Occlusion in a Child, and a Literature Review

description: Introduction: Ocular tuberculosis (OTB) can occur in any part of the eye. We present a rare case of an 11-year-old girl with tuberculosis-related neuroretinitis and central retinal vein occlusion(CRVO).
Case Presentation: The patient presented due to vision loss in the right eye. An examination detected edema of the optic disc with peripapillary and scattered retinal hemorrhages around the tortuous and dilated retinal veins in the right eye. Optical coherence tomography showed macular edema and subretinal fluid in the right eye. Fundus fluorescein angiography indicated hyper-fluorescence staining of the optic disc and tortuous and dilated retinal veins with wall staining and minor leakage in the right eye. Tuberculin skin test and interferon-gamma release assay were positive. The patient’s vision was improved after anti-tuberculosis and systemic glucocorticoid therapy. A literature search found reports on only five adult patients with a similar presentation.
Conclusion: Tuberculosis-related neuroretinitis and CRVO in children are rare. Early diagnosis and treatment can somewhat restore the lost vision.
DOI: 10.15468/dl.s8ypk2
title: Occurrence Download

description: A dataset containing 384683 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus caesius"
 ]
}

 The dataset includes 384683 records from 1630 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033426-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/571-em7-g5k
title: Sonchus oleraceus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q37-3ya-136
title: Papaver rhoeas L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6c9-z7x-mqa
title: Bothriochloa ischaemum (L.) Keng

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7gr-dfm-crn
title: Bothriochloa ischaemum (L.) Keng

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bce-vlk-dxf
title: Sonchus oleraceus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/75h-b9w-p3n
title: Papaver rhoeas L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7ga-rbb-0l2
title: Bothriochloa ischaemum (L.) Keng

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ewp-an6-4zc
title: Bothriochloa ischaemum (L.) Keng

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f5t-wr9-zs7
title: Papaver rhoeas L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5mb-jyy-vb9
title: Cichorium intybus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.r825af
title: Occurrence Download

description: A dataset containing 618621 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capsella bursa-pastoris (L.) Medik."
 ]
}

 The dataset includes 618621 records from 3170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112882-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w878xr
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vultur gryphus Linnaeus, 1758"
 ]
}

 The dataset includes 126 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004085-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ykhw8r7bfx.1
title: THVD (Talking Head Video Dataset)

description: **About**

We provide a comprehensive talking-head video dataset with over 50,000 videos, totaling more than 500 hours of footage and featuring 23,841 unique identities from around the world.


**Distribution**

Detailing the format, size, and structure of the dataset:
Data Volume:
-Total Size: 2.5TB

-Total Videos: 47,200

-Identities Covered: 23,000

-Resolution: 60% 4k(1980), 33% fullHD(1080)

-Formats: MP4

-Full-length videos with visible mouth movements in every frame.

-Minimum face size of 400 pixels.

-Video durations range from 20 seconds to 5 minutes.

-Faces have not been cut out, full screen videos including backgrounds.


**Usage**

**This dataset is ideal for a variety of applications**:

Face Recognition & Verification: Training and benchmarking facial recognition models.

Action Recognition: Identifying human activities and behaviors.

Re-Identification (Re-ID): Tracking identities across different videos and environments.

Deepfake Detection: Developing methods to detect manipulated videos.

Generative AI: Training high-resolution video generation models.

Lip Syncing Applications: Enhancing AI-driven lip-syncing models for dubbing and virtual avatars.

Background AI Applications: Developing AI models for automated background replacement, segmentation, and enhancement.


**Coverage**

Explaining the scope and coverage of the dataset:

Geographic Coverage: Worldwide

Time Range: Time range and size of the videos have been noted in the CSV file.

Demographics: Includes information about age, gender, ethnicity, format, resolution, and file size.


**Languages Covered (Videos):**

English: 23,038 videos

Portuguese: 1,346 videos

Spanish: 677 videos

Norwegian: 1,266 videos

Swedish: 1,056 videos

Korean: 848 videos

Polish: 1,807 videos

Indonesian: 1,163 videos

French: 1,102 videos

German: 1,276 videos

Japanese: 1,433 videos

Dutch: 1,666 videos

Indian: 1,163 videos

Czech: 590 videos

Chinese: 685 videos

Italian: 975 videos


**Who Can Use It**

List examples of intended users and their use cases:

Data Scientists: Training machine learning models for video-based AI applications.

Researchers: Studying human behavior, facial analysis, or video AI advancements.

Businesses: Developing facial recognition systems, video analytics, or AI-driven media applications.


**Additional Notes**

Ensure ethical usage and compliance with privacy regulations.
The dataset’s quality and scale make it valuable for high-performance AI training.
Potential preprocessing (cropping, down sampling) may be needed for different use cases.
Dataset has not been completed yet and expands daily, please contact for most up to date CSV file.
The dataset has been divided into 100GB zipped files and is hosted on a private server (with the option to upload to the cloud if needed).
To verify the dataset's quality, please contact me for the full CSV file. I’d be happy to provide example videos selected by the potential buyer.
DOI: 10.17632/ykhw8r7bfx.2
title: THVD (Talking Head Video Dataset)

description: **About**

We provide a comprehensive talking-head video dataset with over 50,000 videos, totaling more than 500 hours of footage and featuring 20,841 unique identities from around the world.


**Distribution**

Detailing the format, size, and structure of the dataset:
Data Volume:
-Total Size: 2.7TB

-Total Videos: 47,547

-Identities Covered: 20,841

-Resolution: 60% 4k(1980), 33% fullHD(1080)

-Formats: MP4

-Full-length videos with visible mouth movements in every frame.

-Minimum face size of 400 pixels.

-Video durations range from 20 seconds to 5 minutes.

-Faces have not been cut out, full screen videos including backgrounds.


**Usage**

**This dataset is ideal for a variety of applications**:

Face Recognition & Verification: Training and benchmarking facial recognition models.

Action Recognition: Identifying human activities and behaviors.

Re-Identification (Re-ID): Tracking identities across different videos and environments.

Deepfake Detection: Developing methods to detect manipulated videos.

Generative AI: Training high-resolution video generation models.

Lip Syncing Applications: Enhancing AI-driven lip-syncing models for dubbing and virtual avatars.

Background AI Applications: Developing AI models for automated background replacement, segmentation, and enhancement.


**Coverage**

Explaining the scope and coverage of the dataset:

Geographic Coverage: Worldwide

Time Range: Time range and size of the videos have been noted in the CSV file.

Demographics: Includes information about age, gender, ethnicity, format, resolution, and file size.


**Languages Covered (Videos):**

English: 23,038 videos

Portuguese: 1,346 videos

Spanish: 677 videos

Norwegian: 1,266 videos

Swedish: 1,056 videos

Korean: 848 videos

Polish: 1,807 videos

Indonesian: 1,163 videos

French: 1,102 videos

German: 1,276 videos

Japanese: 1,433 videos

Dutch: 1,666 videos

Indian: 1,163 videos

Czech: 590 videos

Chinese: 685 videos

Italian: 975 videos

Philipeans: 920 videos

Bulgaria: 340 videos

Romanian: 1144 videos

Arabic: 1691 videos

**Who Can Use It**

List examples of intended users and their use cases:

Data Scientists: Training machine learning models for video-based AI applications.

Researchers: Studying human behavior, facial analysis, or video AI advancements.

Businesses: Developing facial recognition systems, video analytics, or AI-driven media applications.


**Additional Notes**

Ensure ethical usage and compliance with privacy regulations.
The dataset’s quality and scale make it valuable for high-performance AI training.
Potential preprocessing (cropping, down sampling) may be needed for different use cases.
Dataset has not been completed yet and expands daily, please contact for most up to date CSV file.
The dataset has been divided into 100GB zipped files and is hosted on a private server (with the option to upload to the cloud if needed).
To verify the dataset's quality, please contact me for the full CSV file.
DOI: 10.17632/k6pjfjn4vv
title: Antihypertensives in trauma

description: Patients with orthopedic trauma and reactive hypertension develop more hypotension episodes when exposed to antihypertensive medication
DOI: 10.17632/k6pjfjn4vv.1
title: Antihypertensives in trauma

description: Patients with orthopedic trauma and reactive hypertension develop more hypotension episodes when exposed to antihypertensive medication
DOI: 10.15468/dl.badgip
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030348-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sgpdj
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia caespitosa (Masson) Bruyns"
 ]
}

 The dataset includes 215 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078938-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ozaw2v
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023136-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6nusx
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051096-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjd5hg
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Fridericia chica (Bonpl.) L.G.Lohmann"
 ]
}

 The dataset includes 110 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288077-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bide0q
title: Occurrence Download

description: A dataset containing 479637389 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Human Observation"
 ]
}

 The dataset includes 479637389 records from 9504 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050511-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awy59a
title: Occurrence Download

description: A dataset containing 689 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens parviflora Willd."
 ]
}

 The dataset includes 689 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241164-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqyjjp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barbarea hongii Al-Shehbaz & G.Yang"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155867-220831081235567/datasets/export for details.
DOI: 10.15468/dl.h3svvq
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sisymbrium fugax Lag."
 ]
}

 The dataset includes 243 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151068-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwf5p8
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sesbania aculeata (Schreb.) Willd., 1807"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168936-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sm7b7y
title: Occurrence Download

description: A dataset containing 1062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (MEX.25_1, MEX.10_1)",
 "TaxonKey is Felidae"
 ]
}

 The dataset includes 1062 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194568-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6caz9
title: Occurrence Download

description: A dataset containing 5072 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium hirtum (L.) Sm."
 ]
}

 The dataset includes 5072 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151067-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrxynz
title: Occurrence Download

description: A dataset containing 3668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Botanical Database of Southern Africa (BODATSA): Botanical Collections",
 "TaxonKey is one of (Bothriocline Oliv. ex Benth., Brachythrix McFadden, 1970, Vernonia Schreb., Gymnanthemum Cass., Distephanus Cass., Oliganthes Cass., Oocephala (S.B.Jones) H.Rob., Ambassa Steetz, Cabobanthus H.Rob., Cyanthillium Blume, Hilliardiella H.Rob., Vernonella Sond., Centrapalus Cass., Aedesia O.Hoffm., Adenoon Dalzell, Manyonia H.Rob., Polydora Fenzl, 1844, Crystallopollen Steetz, Erlangea Sch.Bip., Ethulia L.f., Gutenbergia Sch.Bip., Herderia Cass., Gossweilera S.Moore, Msuata O.Hoffm., Koyamasia H.Rob., Orbivestus H.Rob., Rastrophyllum Wild & G.V.Pope, Brenandendron H.Rob., Ananthura H.Rob. & Skvarla, Vernoniastrum H.Rob., Lampropappus (O.Hoffm.) H.Rob., Monosis DC., Khasianthus H.Rob. & Skvarla)"
 ]
}

 The dataset includes 3668 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168938-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.