cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jzfetf
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-111.0616 43.6267,-109.68825 43.6267,-109.68825 44.94526,-111.0616 44.94526,-111.0616 43.6267))",
 "HasCoordinate is true",
 "TaxonKey is Eucera Scopoli, 1770",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 106 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052549-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99wu7m
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Cyperus alopecuroides Rottb.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 388 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008023-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7m3trq
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudognaphalium marranum (Philipson) Hilliard"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096682-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ogaspm
title: Occurrence Download

description: A dataset containing 3262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Stomoxys calcitrans (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3262 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031366-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83nzjr
title: Occurrence Download

description: A dataset containing 1600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Equisetum scirpoides Michx.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 1600 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0408069-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzetz5
title: Occurrence Download

description: A dataset containing 4218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Manihot esculenta Crantz"
 ]
}

 The dataset includes 4218 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030543-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ephsw7
title: Occurrence Download

description: A dataset listing the 3616 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Country is Guinea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 3616 records were derived from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060215-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qns6mh
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phytolacca heterotepala H.Walter"
 ]
}

 The dataset includes 431 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078905-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcuppx
title: Occurrence Download

description: A dataset containing 665 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limatula hodgsoni (E.A.Smith, 1907)"
 ]
}

 The dataset includes 665 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086415-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtxqw3
title: Occurrence Download

description: A dataset containing 3627 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucosticte arctoa (Pallas, 1811)"
 ]
}

 The dataset includes 3627 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0406280-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/e8fc-ffst
title: Measurement of Inorganics in air and particle phase at Lesnoy

description: Measurement of Inorganics in air and particle phase at Lesnoy
DOI: 10.48597/edzq-4qxg
title: Measurement of Aluminium at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of Aluminium at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/f9vw-sjke
title: Measurement of Ozone at Heidenreichstein

description: Measurement of Ozone at Heidenreichstein
DOI: 10.48597/fn33-hwwd
title: Measurement of Sulphur_dioxide at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of Sulphur_dioxide at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/g82j-epqm
title: Measurement of Pm10_mass at Vorhegg

description: Measurement of Pm10_mass at Vorhegg
DOI: 10.48597/gagt-wsz4
title: Measurement of POPs (persistent organic pollutants) at Westerland

description: Measurement of POPs (persistent organic pollutants) at Westerland
DOI: 10.48597/h9xy-pcgy
title: Measurement of Inorganics in air and particle phase at Waldhof

description: Measurement of Inorganics in air and particle phase at Waldhof
DOI: 10.48597/hj6b-s487
title: Measurement of Pm10_mass at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of Pm10_mass at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/ht4d-tbxh
title: Measurement of POPs (persistent organic pollutants) at Westerland

description: Measurement of POPs (persistent organic pollutants) at Westerland
DOI: 10.48597/htfd-ah33
title: Measurement of Precipitation_amount at Niembro

description: Measurement of Precipitation_amount at Niembro
DOI: 10.48597/hvb7-a289
title: Measurement of Nitrogen_dioxide at Eupen

description: Measurement of Nitrogen_dioxide at Eupen
DOI: 10.48597/jt6s-w6ye
title: Measurement of Ozone at Montelibretti

description: Measurement of Ozone at Montelibretti
DOI: 10.48597/kakt-ubuq
title: Measurement of Sulphur_dioxide at Doñana

description: Measurement of Sulphur_dioxide at Doñana
DOI: 10.48597/kb32-ygja
title: Measurement of Precipitation_amount at Niembro

description: Measurement of Precipitation_amount at Niembro
DOI: 10.48597/kgqx-ybsv
title: Measurement of Heavy metals at Schmücke

description: Measurement of Heavy metals at Schmücke
DOI: 10.48597/kn5b-gxwe
title: Measurement of Ozone at Ulborg

description: Measurement of Ozone at Ulborg
DOI: 10.48597/m3es-c8hq
title: Measurement of Nitrogen_dioxide at Vezin

description: Measurement of Nitrogen_dioxide at Vezin
DOI: 10.48597/m764-z9xy
title: Measurement of Benzo_bjk_fluoranthenes at Westerland

description: Measurement of Benzo_bjk_fluoranthenes at Westerland
DOI: 10.48597/mb7w-veu3
title: Measurement of Hydrochloric_acid at Waldhof

description: Measurement of Hydrochloric_acid at Waldhof
DOI: 10.48597/mbsn-8pfm
title: Measurement of Ozone at Eupen

description: Measurement of Ozone at Eupen
DOI: 10.48597/md98-a4jf
title: Measurement of Ozone at Vorhegg

description: Measurement of Ozone at Vorhegg
DOI: 10.48597/mkfu-nm9p
title: Measurement of PAHs (polycyclic aromatic hydrocarbons, 16) at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of PAHs (polycyclic aromatic hydrocarbons, 16) at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/mm2f-yaza
title: Measurement of Inorganics in precipitation at Zarra

description: Measurement of Inorganics in precipitation at Zarra
DOI: 10.48597/mqzb-wvmf
title: Measurement of Inorganics in precipitation at Els Torms

description: Measurement of Inorganics in precipitation at Els Torms
DOI: 10.48597/mrjd-wab9
title: Measurement of Precipitation_amount at O Saviñao

description: Measurement of Precipitation_amount at O Saviñao
DOI: 10.48597/mu72-kg9b
title: Measurement of Ozone at Pillersdorf bei Retz

description: Measurement of Ozone at Pillersdorf bei Retz
DOI: 10.48597/n7jb-mup6
title: Measurement of Sulphate_corrected at Campisabalos

description: Measurement of Sulphate_corrected at Campisabalos
DOI: 10.48597/njk3-p5wn
title: Measurement of Ozone at Masenberg

description: Measurement of Ozone at Masenberg
DOI: 10.48597/nwmu-4gm9
title: Measurement of Heavy metals at Schauinsland

description: Measurement of Heavy metals at Schauinsland
DOI: 10.48597/nxyu-5nj6
title: Measurement of Precipitation_amount at Penausende

description: Measurement of Precipitation_amount at Penausende
DOI: 10.48597/q48z-mx6e
title: Measurement of PM mass at Illmitz

description: Measurement of PM mass at Illmitz
DOI: 10.48597/qy9m-gxwh
title: Measurement of Ozone at Haunsberg

description: Measurement of Ozone at Haunsberg
DOI: 10.48597/rkrw-yjsx
title: Measurement of POPs (persistent organic pollutants) at Zingst

description: Measurement of POPs (persistent organic pollutants) at Zingst
DOI: 10.48597/rm3t-4gry
title: Measurement of Heavy metals at Schauinsland

description: Measurement of Heavy metals at Schauinsland
DOI: 10.48597/rqcr-y8e5
title: Measurement of Sulphate_corrected at Penausende

description: Measurement of Sulphate_corrected at Penausende
DOI: 10.48597/s3rx-um3v
title: Measurement of OC/EC at Neuglobsow

description: Measurement of OC/EC at Neuglobsow
DOI: 10.48597/s95h-44fp
title: Measurement of Inorganics in air and particle phase at Ispra

description: Measurement of Inorganics in air and particle phase at Ispra
DOI: 10.48597/sd2q-tq9w
title: Measurement of PAHs (polycyclic aromatic hydrocarbons) at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of PAHs (polycyclic aromatic hydrocarbons) at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/ssan-gd8t
title: Measurement of Wind_direction at O Saviñao

description: Measurement of Wind_direction at O Saviñao
DOI: 10.48597/su34-y5m8
title: Measurement of Precipitation_amount at Niembro

description: Measurement of Precipitation_amount at Niembro
DOI: 10.48597/sz5g-4h9v
title: Measurement of Precipitation_amount at Zarra

description: Measurement of Precipitation_amount at Zarra
DOI: 10.48597/t3vq-p5uh
title: Measurement of Precipitation_amount at Campisabalos

description: Measurement of Precipitation_amount at Campisabalos
DOI: 10.48597/u5yw-x3h6
title: Measurement of Inorganics in precipitation at Barcarrota

description: Measurement of Inorganics in precipitation at Barcarrota
DOI: 10.48597/ux95-fagq
title: Measurement of OC/EC at Schmücke

description: Measurement of OC/EC at Schmücke
DOI: 10.48597/vda9-84js
title: Measurement of Precipitation_amount at Víznar

description: Measurement of Precipitation_amount at Víznar
DOI: 10.48597/vjbd-kmqr
title: Measurement of Inorganics in precipitation at O Saviñao

description: Measurement of Inorganics in precipitation at O Saviñao
DOI: 10.48597/vucp-ah8f
title: Measurement of Ozone at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of Ozone at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/w4j4-zzse
title: Measurement of Precipitation_amount at Víznar

description: Measurement of Precipitation_amount at Víznar
DOI: 10.48597/wexs-av64
title: Measurement of Sulphate_corrected at Doñana

description: Measurement of Sulphate_corrected at Doñana
DOI: 10.48597/wg5y-rggp
title: Measurement of Wind_speed at O Saviñao

description: Measurement of Wind_speed at O Saviñao
DOI: 10.48597/wqcj-9qnp
title: Measurement of Precipitation_amount at Niembro

description: Measurement of Precipitation_amount at Niembro
DOI: 10.48597/wz54-c24g
title: Measurement of POPs (persistent organic pollutants) at Zingst

description: Measurement of POPs (persistent organic pollutants) at Zingst
DOI: 10.48597/x3xc-6cut
title: Measurement of Inorganics in air and particle phase at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of Inorganics in air and particle phase at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/xchf-9xn7
title: Measurement of POPs (persistent organic pollutants) at Zingst

description: Measurement of POPs (persistent organic pollutants) at Zingst
DOI: 10.48597/xg2h-c6t8
title: Measurement of Nitrogen oxides at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of Nitrogen oxides at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/xqbv-wxam
title: Measurement of Precipitation_amount at Els Torms

description: Measurement of Precipitation_amount at Els Torms
DOI: 10.48597/y2ff-tw22
title: Measurement of POPs (persistent organic pollutants) at Zingst

description: Measurement of POPs (persistent organic pollutants) at Zingst
DOI: 10.48597/yd9j-gagg
title: Measurement of Sulphur_dioxide at Zoebelboden

description: Measurement of Sulphur_dioxide at Zoebelboden
DOI: 10.48597/ydw5-7awz
title: Measurement of Inorganics in air and particle phase at Leova II

description: Measurement of Inorganics in air and particle phase at Leova II
DOI: 10.48597/zt4n-5uh8
title: Measurement of Inorganics in precipitation at O Saviñao

description: Measurement of Inorganics in precipitation at O Saviñao
DOI: 10.48597/2kd5-w5fw
title: Benzo_ghi_perylene at Kosetice (NAOK)

description: Measurement of Benzo_ghi_perylene at Kosetice (NAOK)
DOI: 10.48597/2kmx-aj8y
title: PCB_101 at Kosetice (NAOK)

description: Measurement of PCB_101 at Kosetice (NAOK)
DOI: 10.48597/339u-wm2e
title: PCB_52 at Kosetice (NAOK)

description: Measurement of PCB_52 at Kosetice (NAOK)
DOI: 10.48597/36hs-xzdb
title: PCB_153 at Kosetice (NAOK)

description: Measurement of PCB_153 at Kosetice (NAOK)
DOI: 10.48597/3wwp-nsbm
title: Phenanthrene at Kosetice (NAOK)

description: Measurement of Phenanthrene at Kosetice (NAOK)
DOI: 10.48597/3yhq-kkq9
title: BDE_209 at Alert

description: Measurement of BDE_209 at Alert
DOI: 10.48597/45n8-kyc9
title: Octachlorostyrene at Alert

description: Measurement of Octachlorostyrene at Alert
DOI: 10.48597/48cp-exaa
title: Alpha_HCH at Kosetice (NAOK)

description: Measurement of Alpha_HCH at Kosetice (NAOK)
DOI: 10.48597/48fp-xvp4
title: BDE_190 at Alert

description: Measurement of BDE_190 at Alert
DOI: 10.48597/4skx-jpxx
title: BDE_138 at Alert

description: Measurement of BDE_138 at Alert
DOI: 10.48597/4wb3-any5
title: Benzo_b_fluoranthene at Kosetice (NAOK)

description: Measurement of Benzo_b_fluoranthene at Kosetice (NAOK)
DOI: 10.48597/4z9p-wad6
title: Acenaphthylene at Kosetice (NAOK)

description: Measurement of Acenaphthylene at Kosetice (NAOK)
DOI: 10.48597/5frr-f482
title: Gamma_HCH at Kosetice (NAOK)

description: Measurement of Gamma_HCH at Kosetice (NAOK)
DOI: 10.48597/5ng4-rc4c
title: Delta_HCH at Kosetice (NAOK)

description: Measurement of Delta_HCH at Kosetice (NAOK)
DOI: 10.48597/5trh-85y2
title: PCB_180 at Kosetice (NAOK)

description: Measurement of PCB_180 at Kosetice (NAOK)
DOI: 10.48597/63x6-4t2x
title: BDE_66 at Alert

description: Measurement of BDE_66 at Alert
DOI: 10.48597/76g5-j22u
title: BDE_28 at Alert

description: Measurement of BDE_28 at Alert
DOI: 10.48597/7bba-me94
title: PCB_28 at Kosetice (NAOK)

description: Measurement of PCB_28 at Kosetice (NAOK)
DOI: 10.48597/7daq-8u59
title: Mirex at Alert

description: Measurement of Mirex at Alert
DOI: 10.48597/7e4k-zdz3
title: Benz_a_anthracene at Kosetice (NAOK)

description: Measurement of Benz_a_anthracene at Kosetice (NAOK)
DOI: 10.48597/7nfj-f29n
title: Naphthalene at Kosetice (NAOK)

description: Measurement of Naphthalene at Kosetice (NAOK)
DOI: 10.48597/82xu-bp4u
title: HCB at Kosetice (NAOK)

description: Measurement of HCB at Kosetice (NAOK)
DOI: 10.48597/85ec-5ugu
title: PCB_118 at Kosetice (NAOK)

description: Measurement of PCB_118 at Kosetice (NAOK)
DOI: 10.48597/8pkh-9u8z
title: Pp_DDE at Alert

description: Measurement of Pp_DDE at Alert
DOI: 10.48597/94n6-6x4c
title: Benzo_k_fluoranthene at Kosetice (NAOK)

description: Measurement of Benzo_k_fluoranthene at Kosetice (NAOK)
DOI: 10.48597/9c2g-t5m8
title: Fluoranthene at Kosetice (NAOK)

description: Measurement of Fluoranthene at Kosetice (NAOK)
DOI: 10.48597/9tft-52r5
title: Acenaphthylene at Kosetice (NAOK)

description: Measurement of Acenaphthylene at Kosetice (NAOK)
DOI: 10.48597/a3z6-7ftx
title: POPs (persistent organic pollutants) at Kosetice (NAOK)

description: Measurement of POPs (persistent organic pollutants) at Kosetice (NAOK)
DOI: 10.48597/a4yd-mmg9
title: Benzo_ghi_perylene at Kosetice (NAOK)

description: Measurement of Benzo_ghi_perylene at Kosetice (NAOK)
DOI: 10.48597/ahuk-24kx
title: Pentachlorobenzene at Kosetice (NAOK)

description: Measurement of Pentachlorobenzene at Kosetice (NAOK)
DOI: 10.48597/bqqy-3db8
title: Benzo_a_pyrene at Kosetice (NAOK)

description: Measurement of Benzo_a_pyrene at Kosetice (NAOK)
DOI: 10.48597/bwde-k265
title: Fluoranthene at Kosetice (NAOK)

description: Measurement of Fluoranthene at Kosetice (NAOK)
DOI: 10.48597/cdxm-5ckp
title: Alpha_HCH at Alert

description: Measurement of Alpha_HCH at Alert
DOI: 10.48597/chtr-zx3e
title: Anthracene at Kosetice (NAOK)

description: Measurement of Anthracene at Kosetice (NAOK)
DOI: 10.48597/da25-fvft
title: Gamma_HCH at Alert

description: Measurement of Gamma_HCH at Alert
DOI: 10.48597/dmgr-f9qg
title: Gamma_HCH at Kosetice (NAOK)

description: Measurement of Gamma_HCH at Kosetice (NAOK)
DOI: 10.48597/f8gx-69qp
title: Delta_HCH at Kosetice (NAOK)

description: Measurement of Delta_HCH at Kosetice (NAOK)
DOI: 10.48597/fbc3-kr6j
title: Nitrogen_monoxide at Beromünster

description: Measurement of Nitrogen_monoxide at Beromünster
DOI: 10.48597/fz3d-7qpa
title: Benzo_k_fluoranthene at Kosetice (NAOK)

description: Measurement of Benzo_k_fluoranthene at Kosetice (NAOK)
DOI: 10.48597/fzhr-gnry
title: Inden_123cd_pyrene at Kosetice (NAOK)

description: Measurement of Inden_123cd_pyrene at Kosetice (NAOK)
DOI: 10.48597/fzjm-7eb8
title: Alpha_HCH at Kosetice (NAOK)

description: Measurement of Alpha_HCH at Kosetice (NAOK)
DOI: 10.48597/g4f4-8856
title: Pp_DDD at Kosetice (NAOK)

description: Measurement of Pp_DDD at Kosetice (NAOK)
DOI: 10.48597/ggvu-ckyz
title: BDE_99 at Alert

description: Measurement of BDE_99 at Alert
DOI: 10.48597/hsgs-s6p7
title: BDE_85 at Alert

description: Measurement of BDE_85 at Alert
DOI: 10.48597/hsnd-qrag
title: PCB_52 at Kosetice (NAOK)

description: Measurement of PCB_52 at Kosetice (NAOK)
DOI: 10.48597/jksz-7vn5
title: Inden_123cd_pyrene at Kosetice (NAOK)

description: Measurement of Inden_123cd_pyrene at Kosetice (NAOK)
DOI: 10.48597/k6hd-2879
title: PCB_138 at Kosetice (NAOK)

description: Measurement of PCB_138 at Kosetice (NAOK)
DOI: 10.48597/kc4y-7vgj
title: Trans_CD at Alert

description: Measurement of Trans_CD at Alert
DOI: 10.48597/kcfm-uerd
title: PCB_180 at Kosetice (NAOK)

description: Measurement of PCB_180 at Kosetice (NAOK)
DOI: 10.48597/kkwf-a42t
title: Pp_DDT at Alert

description: Measurement of Pp_DDT at Alert
DOI: 10.5281/zenodo.10774954
title: Data used in "Biologically informed deep neural network for prostate cancer discovery" publication

description: Data used in the publication titled "Biologically informed deep neural network for prostate cancer discovery " 

Elmarakeby, Haitham A., et al. "Biologically informed deep neural network for prostate cancer discovery." Nature 598.7880 (2021): 348-352.

These datasets were derived from the following public domain resources:



Armenia J, Wankowicz SAM, Liu D, Gao J, Kundra R, Reznik E, et al. The long tail of oncogenic drivers in prostate cancer. Nat Genet. 2018;50: 645–651. DOI: 10.1038/s41588-018-0078-z

Fraser M, Sabelnykova VY, Yamaguchi TN, Heisler LE, Livingstone J, Huang V, et al. Genomic hallmarks of localized, non-indolent prostate cancer. Nature. 2017;541: 359–364. https://doi.org/10.1038/nature20788

Robinson DR, Wu Y-M, Lonigro RJ, Vats P, Cobain E, Everett J, et al. Integrative clinical genomics of metastatic cancer. Nature. 2017;548: 297–303. https://doi.org/10.1038/nature23306

Fabregat A, Jupe S, Matthews L, Sidiropoulos K, Gillespie M, Garapati P, et al. The Reactome Pathway Knowledgebase. Nucleic Acids Res. 2018;46: D649–D655. DOI: 10.1093/nar/gkv1351


 
description: fix gene names
DOI: 10.5281/zenodo.10775529
title: Data used in "Biologically informed deep neural network for prostate cancer discovery" publication

description: Data used in the publication titled "Biologically informed deep neural network for prostate cancer discovery " 

Elmarakeby, Haitham A., et al. "Biologically informed deep neural network for prostate cancer discovery." Nature 598.7880 (2021): 348-352.

These datasets were derived from the following public domain resources:



Armenia J, Wankowicz SAM, Liu D, Gao J, Kundra R, Reznik E, et al. The long tail of oncogenic drivers in prostate cancer. Nat Genet. 2018;50: 645–651. DOI: 10.1038/s41588-018-0078-z

Fraser M, Sabelnykova VY, Yamaguchi TN, Heisler LE, Livingstone J, Huang V, et al. Genomic hallmarks of localized, non-indolent prostate cancer. Nature. 2017;541: 359–364. https://doi.org/10.1038/nature20788

Robinson DR, Wu Y-M, Lonigro RJ, Vats P, Cobain E, Everett J, et al. Integrative clinical genomics of metastatic cancer. Nature. 2017;548: 297–303. https://doi.org/10.1038/nature23306

Fabregat A, Jupe S, Matthews L, Sidiropoulos K, Gillespie M, Garapati P, et al. The Reactome Pathway Knowledgebase. Nucleic Acids Res. 2018;46: D649–D655. DOI: 10.1093/nar/gkv1351


 
description: fix gene names
DOI: 10.5281/zenodo.5163212
title: Data used in "Biologically informed deep neural network for prostate cancer discovery" publication

description: Data used in the publication titled "Biologically informed deep neural network for prostate cancer discovery " 

Elmarakeby, Haitham A., et al. "Biologically informed deep neural network for prostate cancer discovery." Nature 598.7880 (2021): 348-352.

These datasets were derived from the following public domain resources:



Armenia J, Wankowicz SAM, Liu D, Gao J, Kundra R, Reznik E, et al. The long tail of oncogenic drivers in prostate cancer. Nat Genet. 2018;50: 645–651. DOI: 10.1038/s41588-018-0078-z

Fraser M, Sabelnykova VY, Yamaguchi TN, Heisler LE, Livingstone J, Huang V, et al. Genomic hallmarks of localized, non-indolent prostate cancer. Nature. 2017;541: 359–364. https://doi.org/10.1038/nature20788

Robinson DR, Wu Y-M, Lonigro RJ, Vats P, Cobain E, Everett J, et al. Integrative clinical genomics of metastatic cancer. Nature. 2017;548: 297–303. https://doi.org/10.1038/nature23306

Fabregat A, Jupe S, Matthews L, Sidiropoulos K, Gillespie M, Garapati P, et al. The Reactome Pathway Knowledgebase. Nucleic Acids Res. 2018;46: D649–D655. DOI: 10.1093/nar/gkv1351


 
description: fix gene names