cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26355727
title: Supplementary Material for: Parathyroid Hormone-Related Protein-Producing Adenocarcinoma Suspicious of Lung Cancer - case report -

description: Introduction; Lung adenocarcinoma with PTH-related hypercalcemia is uncommon.
Case presentation; A 69-year-old man was admitted to our hospital due to anorexia and fatigue. Serum calcium (15.0mg/dl) and carcinoembryonic antigen (361.7 ng/ml) were extremely high and PTH-rP also elevated (16.7 pmol/l). Systemic computed tomography (CT) revealed multiple enlarged lymph nodes and disseminated peritoneal nodules, with irregularly shaped nodules in the upper lobe in left lung. Ultrasound-guided biopsy from the axillary lymph node revealed adenocarcinoma. Immunohistological staining showed the tumor cells to be positive for cytokeratin 7 and PTH-rP, and negative for cytokeratin 20 and thyroid transcription factor-1. Although the primary origin remains undetermined despite detailed examinations, possible primary tumor was considered to be lung adenocarcinoma in the present case. Serum calcium level was reduced by denosumab, but the patient died 20 days after admission. 
Conclusion; The present case demonstrated the importance of considering oncological emergency, such as hypercalcemia and/or PTH-rP-producing hypercalcemia, in patients with adenocarcinoma.
DOI: 10.6084/m9.figshare.26355727.v1
title: Supplementary Material for: Parathyroid Hormone-Related Protein-Producing Adenocarcinoma Suspicious of Lung Cancer - case report -

description: Introduction; Lung adenocarcinoma with PTH-related hypercalcemia is uncommon.
Case presentation; A 69-year-old man was admitted to our hospital due to anorexia and fatigue. Serum calcium (15.0mg/dl) and carcinoembryonic antigen (361.7 ng/ml) were extremely high and PTH-rP also elevated (16.7 pmol/l). Systemic computed tomography (CT) revealed multiple enlarged lymph nodes and disseminated peritoneal nodules, with irregularly shaped nodules in the upper lobe in left lung. Ultrasound-guided biopsy from the axillary lymph node revealed adenocarcinoma. Immunohistological staining showed the tumor cells to be positive for cytokeratin 7 and PTH-rP, and negative for cytokeratin 20 and thyroid transcription factor-1. Although the primary origin remains undetermined despite detailed examinations, possible primary tumor was considered to be lung adenocarcinoma in the present case. Serum calcium level was reduced by denosumab, but the patient died 20 days after admission. 
Conclusion; The present case demonstrated the importance of considering oncological emergency, such as hypercalcemia and/or PTH-rP-producing hypercalcemia, in patients with adenocarcinoma.
DOI: 10.25768/ubi-epos-gnss-products
title: EPOS-GNSS Products Dataset
DOI: 10.6084/m9.figshare.26355712
title: data.doi

description: Data For publishing paper about TF
DOI: 10.6084/m9.figshare.26355712.v1
title: data.doi

description: Data For publishing paper about TF
DOI: 10.6084/m9.figshare.26354737
title: Health research evidence-analysed data.<b>-analyzed</b>

description: This research intended to analyze the current usage of health research evidence in health planning, determinants, and readiness to use knowledge translation tools among planning teams in Tanzania. Specifically, the study aims to 1) analyze the current usage of health research evidence among planning team members at the regional and council levels, 2) analyze the capability for the use of health research evidence among planning team members at regional and council levels, 3) analyze the opportunities for the use of health research evidence among health planning members at regional and council levels, 4) to identify the motivations for the use of health research evidence among health planning team members at regional and council levels, and 5) to assess the readiness of the planning team members on the use of knowledge translation tools. The study employed an exploratory mixed-method study design. It was conducted in nine (9) regions and eighteen (18) Councils of Tanzania Mainland involving the health planning team members.
DOI: 10.5281/zenodo.8027519
title: ImageNet16: Small scale ImageNet Classification

description: This is a subset of ImageNet called "ImageNet16" more suited for cases with limited computational budget and faster experimentation. 

Each class has 400 train images and 100 test images.

* Credit also goes to original creators that constructed the dataset. Unfortunately, I was not able to relocated it online so I reupload it here.

 

If used in your work please cite as follows:

C. Kyrkou, "Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2024.3380827.

 

The classes corresponding to imagenet1K:

• n02009912 American_egret

• n02113624 toy_poodle

•  n02123597 Siamese_cat

• n02132136 brown_bear

• n02504458 African_elephant

• n02690373 airliner

• n02835271 bicycle-built-for-two

• n02951358 canoe

• n03041632 cleaver

• n03085013 computer_keyboard

• n03196217 digital_clock

• n03977966 police_van

• n04099969 rocking_chair

• n04111531 rotisserie

• n04285008 sports_car

• n04591713 wine_bottle

 

From original map.txt

knife =    n03041632

keyboard = n03085013

elephant = n02504458

bicycle =  n02835271

airplane = n02690373

clock =    n03196217

oven =     n04111531

chair =    n04099969

bear =     n02132136

boat =     n02951358

cat =      n02123597

bottle =   n04591713

truck =    n03977966

car =      n04285008

bird =     n02009912

dog =      n02113624

 

Folder Structure

-<train>

  -- <class idx 1>

      --- <filename1>.JPEG

      --- <filename2>.JPEG

      --- ....

  -- <class idx 1>

  --...

 

-<val>

  -- <class idx 1>

      --- <filename1>.JPEG

      --- <filename2>.JPEG

      --- ....

  -- <class idx 1>

  --...

 

Some preliminary results:




Model Name
Accuracy (Top-1)


VGG16
85.3


ResNet50
88.2


MobileNetV2
91.0


EfficientNet B0
85.6




 

Massive Credit to original ImageNet authors[1] Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg and Li Fei-Fei.ImageNet Large Scale Visual Recognition Challenge. IJCV, 2015
DOI: 10.5281/zenodo.8027520
title: ImageNet16: Small scale ImageNet Classification

description: This is a subset of ImageNet called "ImageNet16" more suited for cases with limited computational budget and faster experimentation. 

Each class has 400 train images and 100 test images.

* Credit also goes to original creators that constructed the dataset. Unfortunately, I was not able to relocated it online so I reupload it here.

 

If used in your work please cite as follows:

C. Kyrkou, "Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2024.3380827.

 

The classes corresponding to imagenet1K:

• n02009912 American_egret

• n02113624 toy_poodle

•  n02123597 Siamese_cat

• n02132136 brown_bear

• n02504458 African_elephant

• n02690373 airliner

• n02835271 bicycle-built-for-two

• n02951358 canoe

• n03041632 cleaver

• n03085013 computer_keyboard

• n03196217 digital_clock

• n03977966 police_van

• n04099969 rocking_chair

• n04111531 rotisserie

• n04285008 sports_car

• n04591713 wine_bottle

 

From original map.txt

knife =    n03041632

keyboard = n03085013

elephant = n02504458

bicycle =  n02835271

airplane = n02690373

clock =    n03196217

oven =     n04111531

chair =    n04099969

bear =     n02132136

boat =     n02951358

cat =      n02123597

bottle =   n04591713

truck =    n03977966

car =      n04285008

bird =     n02009912

dog =      n02113624

 

Folder Structure

-<train>

  -- <class idx 1>

      --- <filename1>.JPEG

      --- <filename2>.JPEG

      --- ....

  -- <class idx 1>

  --...

 

-<val>

  -- <class idx 1>

      --- <filename1>.JPEG

      --- <filename2>.JPEG

      --- ....

  -- <class idx 1>

  --...

 

Some preliminary results:




Model Name
Accuracy (Top-1)


VGG16
85.3


ResNet50
88.2


MobileNetV2
91.0


EfficientNet B0
85.6




 

Massive Credit to original ImageNet authors[1] Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg and Li Fei-Fei.ImageNet Large Scale Visual Recognition Challenge. IJCV, 2015
DOI: 10.6084/m9.figshare.26355544.v2
title: Papers collected on the topic of Images and Deep Learning in Human and Urban Infrastructure Interactions

description: The files include:(1) The meanings of numbers in the fusion paper information file.(2) The extracted information of papers on data fusion after filtering.(3) The extracted information of papers without data fusion after filtering.The data and codes support the findings of our article entitled ‘Images and Deep Learning in Human and Urban Infrastructure Interactions’
DOI: 10.15468/dl.u4radt
title: Occurrence Download

description: A dataset containing 74612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (FBIP: SeaKeys - iziko_cartilaginous_fish, FBIP: SeaKeys - Iziko_UCT_Historical Fish, IZIKO: Marine Invertebrate Collection (1900-2011), FBIP: IZIKO Marine Bony Fish (1884-2013), FBIP:IZIKO-UCT:Historical Survey (1930-1980), FBIP:IZIKO-UCT:Historical Invertebrates (1930-1980))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 74612 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033668-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12755705
title: Artificially created image files resembling ancient Greek manuscripts in majuscule script
DOI: 10.5281/zenodo.12755706
title: Artificially created image files resembling ancient Greek manuscripts in majuscule script
DOI: 10.6084/m9.figshare.26355694.v1
title: questionnaire.docx

description: The questionnaire was developed by the authors based on a literature review and related articles and consisted of two main parts: socio-demographic characteristics of mothers includes: (age, level of education of women, occupation of woman, nationality) , the second one consists of Questions to understanding the avoidance of Middle East women to use family planning methods is consist of (51) items which are divided in to three main domains first one is (effective domain) consist of (12) items, the second one is (behavioral domain) consist of (17) items, and the last one is (cognitive domain) consist of (22) items.
DOI: 10.6084/m9.figshare.26183297.v1
title: Dataset of Duroc×Erhualian F<sub>2</sub> pig population

description: <b>Background:</b>The development of multi-omics has increased the likelihood of further improving genomic prediction (GP) of complex traits. Gene expression data can directly reflect the genotype effect, and thus they are widely used for GP. Generally, the gene expression data are integrated into multiple random effect model as independent data layers or used to replace genotype data for genomic prediction. In this study, we integrated pedigree, genotype, and gene expression data into single-step method and investigated the effects of this integration on prediction accuracy.<b>Results: </b>The single-step method integrating genotype and gene expression data effectively improved genomic prediction accuracy of three complex traits in the Drosophila melanogaster genetic reference panel (DGRP) dataset. In addition, single-step method also improved the prediction accuracy of more than 90% of the 54 traits in Duroc×Erhualian F2pig population dataset. On average, the prediction accuracy of the single-step method integrating gene expression data was 27.0% and 9.5% higher than that of the pedigree-based best linear unbiased prediction (ABLUP) and genome-based best linear unbiased prediction (GBLUP), when the weighting factor (w) was set as 0, and it was 4.3% higher than that of the single-step best linear unbiased prediction (ssBLUP) under different wvalues.<b>Conclusions:</b>Overall, the analyses of two datasets confirmed that integration of gene expression data into single-step method could effectively improve genomic prediction accuracy. Our findings enrich the application of multi-omics data to genomic prediction and provide valuable reference for integrating multi-omics data into genetic evaluation model, which will contribute to genetic improvement.
DOI: 10.6084/m9.figshare.26355544.v3
title: Papers collected on the topic of Images and Deep Learning in Human and Urban Infrastructure Interactions

description: The files include:(1) The meanings of numbers in the fusion paper information file.(2) The extracted information of papers on data fusion after filtering.(3) The extracted information of papers without data fusion after filtering.The data and codes support the findings of our article entitled ‘Images and Deep Learning in Human and Urban Infrastructure Interactions’
DOI: 10.6084/m9.figshare.26355670
title: Extended Dataset28

description: Pearson correlation matrix for ChIP-seq data and scNanoSeq-CUT&Tag data.
DOI: 10.6084/m9.figshare.26355670.v1
title: Extended Dataset28

description: Pearson correlation matrix for ChIP-seq data and scNanoSeq-CUT&Tag data.
DOI: 10.15468/dl.byae7f
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Urolophus javanicus (Martens, 1864)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033671-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbu2y6
title: Occurrence Download

description: A dataset listing the 268478 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chordata"
 ]
}

 The dataset's 268478 records were derived from 30227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033658-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-231824
title: COGIC, leadership conference workshop guide, 2003

description: [description english/roman)] Church of God in Christ (COGIC), leadership conference workshop guide, "Keys to dealing with issues peacefully", New Orleans, Louisiana, 2003 January 20-23.
DOI: 10.34816/ifao.archives.157049
title: Tehna el-Gebel_nb_1976_00505

description: Référence : nb_1976_00505<br />Site : Tehna el-Gebel<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.157050
title: Tehna el-Gebel_nb_1976_00506

description: Référence : nb_1976_00506<br />Site : Tehna el-Gebel<br />Type : photographie<br />
DOI: 10.15468/dl.f4mess
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sorghum halepense (L.) Pers."
 ]
}

 The dataset includes 247 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200481-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdsd0w
title: Occurrence Download

description: A dataset listing the 18547 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-2.22075 40.9899,3.58186 40.9899,3.58186 44.10273,-2.22075 44.10273,-2.22075 40.9899))",
 "TaxonKey is Tracheophyta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 18547 records were derived from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019995-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-231603
title: Texas Southwest Jurisdiction, COGIC, workshop program, 1994

description: [description english/roman)] Program of the Texas Southwest Jurisdiction, Church of God in Christ (COGIC), workshop, "Enduring, as seeing the invisible", Waco, Texas, 1994 July 16.
DOI: 10.34816/ifao.archives.157051
title: Tehna el-Gebel_nb_1976_00519

description: Référence : nb_1976_00519<br />Site : Tehna el-Gebel<br />Type : photographie<br />
DOI: 10.15468/dl.gy7vr5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Wiedomys cerradensis Gonçalves, Almeida & Bonvicino, 2005"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079848-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydq5bj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anathallis microtis (Schltr.) Karremans"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142313-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.157052
title: Tehna el-Gebel_nb_1976_00522

description: Référence : nb_1976_00522<br />Site : Tehna el-Gebel<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.157053
title: Tehna el-Gebel_nb_1976_00523

description: Référence : nb_1976_00523<br />Site : Tehna el-Gebel<br />Type : photographie<br />
DOI: 10.25549/pcra-c14-231522
title: Spiritual Enrichment Seminar program, 1996

description: [description english/roman)] Program for Spiritual Enrichment Seminar, Church of God in Christ (COGIC), Dallas, Texas, 1996 June 13?.
DOI: 10.15468/dl.ilj1hl
title: Occurrence Download

description: A dataset containing 3473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "TaxonKey is Pieris rapae (Linnaeus, 1758)"
 ]
}

 The dataset includes 3473 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027403-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9g3ef
title: Occurrence Download

description: A dataset containing 12241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Globularia nudicaulis L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 12241 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241564-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jyptj4
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stelis pulchella Kunth"
 ]
}

 The dataset includes 282 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142312-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-231575
title: Texas Southwest Jurisdiction, COGIC, workshop program, 1994

description: [description english/roman)] Program of the Texas Southwest Jurisdiction, Church of God in Christ (COGIC), workshop, "Enduring, as seeing the invisible", Waco, Texas, 1994 July 16.
DOI: 10.15468/dl.nun82e
title: Occurrence Download

description: A dataset containing 634 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deschampsia sukatschewii (Popl.) Roshev."
 ]
}

 The dataset includes 634 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0429336-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjyyw8
title: Occurrence Download

description: A dataset containing 2060 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Eucalyptus carnea F.Muell. ex R.T.Baker",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2060 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043769-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.creczf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stelis punoensis C.Schweinf."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142315-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-231499
title: Annual Holy Convocation, COGIC (89th: 1996), institute guide

description: [description english/roman)] 89th Annual Holy Convocation of the Church of God in Christ (COGIC), institute guide, "Vision 2000 and beyond: the church's ministry to the family", Memphis, Tennessee, 1996 November 6-9.