cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/s0l-bhx-mb7
title: Echium italicum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294728
title: DEIR EL-MÉDINA_pv_2004_08042

description: Référence : pv_2004_08042<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/57r-3fm-dnf
title: Echium italicum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w5d-46b-7kp
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ft5-wa4-82x
title: Echium italicum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294729
title: DEIR EL-MÉDINA_nb_1973_02325

description: Référence : nb_1973_02325<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/0fy-f7a-hm8
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vwm-2bp-mb0
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jlj-30h-c7m
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vx1-qa0-gmp
title: Echium italicum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294730
title: DEIR EL-MÉDINA_nb_1973_02326

description: Référence : nb_1973_02326<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/7pr-93c-vsx
title: Echium italicum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zcd-ajt-3hw
title: Ecballium elaterium (L.) A. Rich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294731
title: DEIR EL-MÉDINA_nb_1973_02327

description: Référence : nb_1973_02327<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/9pz-8mg-87e
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sgz-p4e-z7a
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bvn-x37-333
title: Ecballium elaterium (L.) A. Rich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tec-6r6-y84
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294732
title: DEIR EL-MÉDINA_nb_1973_02340

description: Référence : nb_1973_02340<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/80e-2v7-42s
title: Ecballium elaterium (L.) A. Rich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ldh-pbq-yph
title: Ecballium elaterium (L.) A. Rich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/et4-4am-jlk
title: Ecballium elaterium (L.) A. Rich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294733
title: DEIR EL-MÉDINA_nb_1973_02341

description: Référence : nb_1973_02341<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/ncc-kyk-t26
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qvl-yse-qm8
title: Ecballium elaterium (L.) A. Rich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2rj-hmr-zwk
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p1x-xye-3x1
title: Ecballium elaterium (L.) A. Rich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/24m-y1d-5wa
title: Echium italicum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9l5-qta-ghp
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.4amhmz
title: Occurrence Download

description: A dataset containing 33408 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonchus tenerrimus L."
 ]
}

 The dataset includes 33408 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110630-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/m3t-jbk-nxw
title: Echium italicum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jm6-ntw-hvt
title: Echium italicum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jwj-e6s-nr8
title: Echinaria capitata (L.) Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7tr-s4a-jhz
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a3s-fz8-60r
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d3k-026-eh7
title: Echinaria capitata (L.) Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/thj-bwt-m50
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/egr-w83-xkk
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x94-kg0-e7n
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294734
title: DEIR EL-MÉDINA_nb_1973_02342

description: Référence : nb_1973_02342<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/szk-v6g-7re
title: Echinops ritro L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vj5-e8s-db0
title: Echinops sphaerocephalus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294735
title: DEIR EL-MÉDINA_nb_1973_02343

description: Référence : nb_1973_02343<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/9wh-82g-5ck
title: Echinops sphaerocephalus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vxd-rls-ey0
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3xw-4hj-n4w
title: Echinaria capitata (L.) Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294736
title: DEIR EL-MÉDINA_nb_1973_02344

description: Référence : nb_1973_02344<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/2jp-dtc-kw6
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/feb-ce9-3kd
title: Echinops sphaerocephalus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294737
title: DEIR EL-MÉDINA_nb_1973_02345

description: Référence : nb_1973_02345<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/716-rwz-bm4
title: Echinaria capitata (L.) Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jx7-6jv-zvv
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rj8-pc3-2ya
title: Echium italicum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zdy-h9f-3np
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294738
title: DEIR EL-MÉDINA_nb_1973_02346

description: Référence : nb_1973_02346<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/664-bke-jtg
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p1e-pkp-kyh
title: Epilobium hirsutum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/02s-cdp-1a0
title: Epilobium hirsutum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c14-f2f-0q9
title: Epilobium hirsutum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294739
title: DEIR EL-MÉDINA_nb_1973_02347

description: Référence : nb_1973_02347<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/a12-x80-1lm
title: Epilobium hirsutum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gpm-1qq-nwj
title: Epilobium hirsutum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294740
title: DEIR EL-MÉDINA_nb_1973_02348

description: Référence : nb_1973_02348<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/3hj-9w8-lc1
title: Epilobium hirsutum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6ge-jhr-prw
title: Epilobium hirsutum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rsx-22q-h2a
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yjj-wbp-yxl
title: Draba muralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294741
title: DEIR EL-MÉDINA_nb_1973_02349

description: Référence : nb_1973_02349<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/k35-0gy-mgd
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yct-hes-s18
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xpt-efp-yys
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7mw-kks-s36
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jde-yve-s87
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0f5-ck6-60b
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9xz-rns-vw4
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yzp-cth-g7j
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cy8-y6q-sqw
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tdd-00t-jsv
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3vd-9tv-srt
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5a8-mmj-p3p
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.15175434
title: GAIN-BRCA: A graph-based explainable AI framework for breast cancer subtype classification based on multi-omics

description: Motivation

Contextual integration of multiomic datasets from the same patient could improve the accuracy of subtype prediction algorithms to help with better prognosis and management of breast cancer. Previous machine learning models have underexplored the graph-based integration, hence unable to leverage the biological associations among different omics modalities. Here, we developed a graph-based method, GAIN-BRCA, using the native features from mRNA, DNA methylation (CpG), and miRNA data as well as the synthesized features from their interactions. GAIN-BRCA computes weightage from miRNA-mRNA and CpG-mRNA interactions to derive a new transformed feature vector that captures the essential biological context.




Results

GAIN-BRCA demonstrates superior performance with an AUROC of 0.98. GAIN-BRCA, with an accuracy of 0.92 also outperformed the existing methods like MOGONET and moBRCA-net with accuracies of 0.72 and 0.86, respectively. Kaplan-Meier survival analysis revealed subtype-specific prognostic genes, including KRAS in Luminal A (P value =&thinsp;0.041), TOX in Luminal B (P value =&thinsp;0.008), and MITF and TOB1 in HER2+ (P values =&thinsp;0.029 and 0.025, respectively). However, no single gene demonstrated a significant survival correlation unique to the Basal subtype. GAIN-BRCA framework, in combination with SHAP, has identified several subtype-specific biomarkers to aid in the development of precision therapeutics for breast cancer subtypes.




Availability and implementation

GAIN-BRCA code is publicly accessible on https://github.com/GudaLab/GAIN-BRCA.
DOI: 10.5281/zenodo.15175435
title: GAIN-BRCA: A graph-based explainable AI framework for breast cancer subtype classification based on multi-omics

description: Motivation

Contextual integration of multiomic datasets from the same patient could improve the accuracy of subtype prediction algorithms to help with better prognosis and management of breast cancer. Previous machine learning models have underexplored the graph-based integration, hence unable to leverage the biological associations among different omics modalities. Here, we developed a graph-based method, GAIN-BRCA, using the native features from mRNA, DNA methylation (CpG), and miRNA data as well as the synthesized features from their interactions. GAIN-BRCA computes weightage from miRNA-mRNA and CpG-mRNA interactions to derive a new transformed feature vector that captures the essential biological context.




Results

GAIN-BRCA demonstrates superior performance with an AUROC of 0.98. GAIN-BRCA, with an accuracy of 0.92 also outperformed the existing methods like MOGONET and moBRCA-net with accuracies of 0.72 and 0.86, respectively. Kaplan-Meier survival analysis revealed subtype-specific prognostic genes, including KRAS in Luminal A (P value =&thinsp;0.041), TOX in Luminal B (P value =&thinsp;0.008), and MITF and TOB1 in HER2+ (P values =&thinsp;0.029 and 0.025, respectively). However, no single gene demonstrated a significant survival correlation unique to the Basal subtype. GAIN-BRCA framework, in combination with SHAP, has identified several subtype-specific biomarkers to aid in the development of precision therapeutics for breast cancer subtypes.




Availability and implementation

GAIN-BRCA code is publicly accessible on https://github.com/GudaLab/GAIN-BRCA.
DOI: 10.3535/39s-3t5-8er
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ewe-sce-gxw
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294742
title: DEIR EL-MÉDINA_nb_1973_02350

description: Référence : nb_1973_02350<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/scv-w9r-lyy
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x6m-46v-wlc
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294743
title: DEIR EL-MÉDINA_nb_1973_02351

description: Référence : nb_1973_02351<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/d1w-dvl-gxl
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7mh-0qf-eyk
title: Echium plantagineum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nxb-pxz-2b7
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294744
title: DEIR EL-MÉDINA_nb_1973_02352

description: Référence : nb_1973_02352<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/63d-ec5-239
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jy9-4j6-drs
title: Echinaria capitata (L.) Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p7j-58w-9y5
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.pyag7d
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Zoysia japonica Steud., Plantago aristata Michx., Plantago lanceolata L.)"
 ]
}

 The dataset includes 436 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110633-250525065834625/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.294745
title: DEIR EL-MÉDINA_nb_1973_02353

description: Référence : nb_1973_02353<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/nve-g29-0xq
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ywd-v7z-2e4
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.2udhhz
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus lobata Née",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-118.4834 34.09454, -123.52422 34.09454, -123.52422 40.61291, -118.4834 40.61291, -118.4834 34.09454))",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2012"
 ]
}

 The dataset includes 346 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110632-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/fza-gh8-gbm
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gnn-38d-65d
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294746
title: DEIR EL-MÉDINA_nb_1973_02354

description: Référence : nb_1973_02354<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/flp-azx-j8q
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ywy-p4z-v6q
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.21233/qf60-wv43
title: 25RW22 vertebrate fauna dataset

description: Raw data for the 25RW22 vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.3535/mm2-qwx-3r9
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.294747
title: DEIR EL-MÉDINA_nb_1973_02355

description: Référence : nb_1973_02355<br />Site : Deir el-Médina<br />Secteur : Caveau (TT_219 (Nebenmaât)); TT_219 (Nebenmaât)<br />Type : photographie<br />
DOI: 10.3535/3nf-qhs-y9f
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tfj-w1c-a3l
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.