cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/5z1-570-yy5
title: Lotus corniculatus subsp. corniculatus

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z1-5st-n4a
title: Carex elongata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z1-6yb-hks
title: Micranthes nivalis (L.) Small

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z1-9rg-v3y
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z1-aqb-fpp
title: Silene micropetala Lag.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z1-hy3-m27
title: Alopecurus pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z1-nvc-3ke
title: Alnus glutinosa (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z0-8te-e6l
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z1-ezx-r47
title: Corallorhiza trifida Châtel.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z1-v9h-eqy
title: Cerastium arvense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z1-wc0-698
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z2-09q-pyw
title: Calamagrostis epigejos (L.) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z2-4dt-1zw
title: Lathyrus japonicus var. maritimus (L.) J.T.Kartesz & Gandhi

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z2-brc-kjl
title: Trollius europaeus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z2-h8k-prr
title: Carex cespitosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z2-jl3-ls9
title: Poa nemoralis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z2-yf8-vnf
title: Carex digitata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z3-2wk-znz
title: Corallorhiza trifida Châtel.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z3-429-5jk
title: Salix repens var. ssp. repens var. repens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z1-rv6-hzl
title: Scheuchzeria palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z2-hpp-jge
title: Hedlundia hybrida (L.) Sennikov & Kurtto

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z2-za8-8zg
title: Lathyrus pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z3-9b9-jje
title: Eleocharis mamillata (H.Lindb.) H.Lindb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z3-eeg-0z4
title: Glyceria maxima (Hartm.) Holmb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z3-jht-6eb
title: Salix L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z3-l4c-7q3
title: Lathyrus sylvestris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-29s-gt4
title: Juncus effusus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-3xv-crl
title: Sparganium emersum Rehmann

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-4lq-6eb
title: Sesleria uliginosa Opiz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-69z-q5x
title: Carex acutiformis Ehrh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-9k0-ppa
title: Persicaria amphibia (L.) Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-ba4-hjn
title: Calamagrostis epigejos (L.) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-j4q-gve
title: Armoracia rusticana G. Gaertn., B. Mey. & Scherb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-ktt-dcs
title: Echinochloa crus-galli var. crus-galli

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-nsa-9p3
title: Isoetes echinospora Durieu

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z3-meb-qj0
title: Calamagrostis purpurea (Trin.) Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-64c-els
title: Huperzia europaea Björk

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-qdz-yfm
title: Salix hastata subsp. hastata

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-y56-ne9
title: Juncus stygius L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z4-yes-leq
title: Athyrium filix-femina (L.) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-7c7-8gb
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-a1y-rn7
title: Atriplex littoralis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-f4w-ywl
title: Athyrium filix-femina (L.) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-njv-c0n
title: Salix myrtilloides L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-pef-m1t
title: Rubus caesius L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-s15-jzd
title: Erysimum cheiranthoides L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-sh0-vqr
title: Carex nigra (L.) Reichard

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-vep-g7y
title: Silene uniflora Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-wlm-1tj
title: Sparganium angustifolium Michx.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-x56-ql5
title: Najas marina L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-xrr-j9z
title: Erysimum cheiranthoides L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z6-46n-ja2
title: Ranunculus polyanthemos L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z6-6kg-x8w
title: Potentilla erecta (L.) Raeusch.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-7p3-l8z
title: Rumex hydrolapathum (Scop.) Huds.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z6-9mb-may
title: Persicaria foliosa (H. Lindb.) Kitag.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z5-zyc-hrc
title: Carex caryophyllea Latourr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z6-f6s-xbq
title: Trifolium montanum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.34740/kaggle/dsv/14231639
title: textocr
DOI: 10.3535/5z6-hk8-3y2
title: Carex flacca Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z6-jjn-slj
title: Salix myrsinites L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z6-rt3-edc
title: Calamagrostis purpurea (Trin.) Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z6-rtg-8t7
title: Agrostis canina L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z6-whm-9fb
title: Dactylorhiza incarnata (L.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z6-xga-bz5
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z6-y09-dem
title: Botrychium lunaria (L.) Sw.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z6-y8n-gsg
title: Deschampsia cespitosa subsp. alpina

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z7-bgg-1f8
title: Agrimonia eupatoria L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z7-c6l-dy0
title: Juncus arcticus subsp. arcticus

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z7-hlh-xpc
title: Carex muricata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z7-k7v-khl
title: Carex vaginata Tausch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5z7-pe5-4en
title: Rumex thyrsiflorus Fingerh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.pxf8c7
title: Occurrence Download

description: A dataset containing 3470721 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 3470721 records from 1917 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000198-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/y3s53svgvf.1
title: Exploring Customer Retention Dynamics: A Comparative Investigation of Factors Affecting Customer Retention in the Banking Sector Using Mediation-Moderation Approach

description: Exploring Customer Retention Dynamics: A Comparative Investigation of Factors Affecting Customer Retention in the Banking Sector Using Mediation-Moderation Approach Datasets and Questionnaire Using SmartPLS-SEM.
DOI: 10.6084/m9.figshare.24749454
title: <b>All_Data_Smooth-0.15-2_fish.dat (dataset for N=2 fish)</b>

description: Experimental data for 2 fish originally obtained and published in<br><br>Papaspyros, V. et al. <i>A biohybrid interaction framework for the integration of </i><i>robots in animal societies</i>. IEEE Access <b>11</b>, 67640–67659 (2023); https://ieeexplore.ieee.org/document/10168905<br>Papaspyros, V., Theraulaz, G., Sire, C. & Mondada, F. <i>Quantifying the biomimicry gap in biohybrid robot-fish pairs</i>. <i>Bioinspir. Biomim.</i> <b>19</b> 046020 (2024); https://iopscience.iop.org/article/10.1088/1748-3190/ad577aWe have applied a Gaussian filter to the data of width 0.15 s.<br><br>Each line of the data lists for a given time the X, Y positions, V_X, V_Y velocities, and A_X, A_Y accelerations of the 2 fish, along with the number of the experiment and the segment within this experiment<br><br>
DOI: 10.6084/m9.figshare.24749454.v2
title: <b>All_Data_Smooth-0.15-2_fish.dat (dataset for N=2 fish)</b>

description: Experimental data for 2 fish originally obtained and published in<br><br>Papaspyros, V. et al. <i>A biohybrid interaction framework for the integration of </i><i>robots in animal societies</i>. IEEE Access <b>11</b>, 67640–67659 (2023); https://ieeexplore.ieee.org/document/10168905<br>Papaspyros, V., Theraulaz, G., Sire, C. & Mondada, F. <i>Quantifying the biomimicry gap in biohybrid robot-fish pairs</i>. <i>Bioinspir. Biomim.</i> <b>19</b> 046020 (2024); https://iopscience.iop.org/article/10.1088/1748-3190/ad577aWe have applied a Gaussian filter to the data of width 0.15 s.<br><br>Each line of the data lists for a given time the X, Y positions, V_X, V_Y velocities, and A_X, A_Y accelerations of the 2 fish, along with the number of the experiment and the segment within this experiment<br><br>
DOI: 10.6084/m9.figshare.24749454.v1
title: All_Data_Smooth-0.15-2_fish.dat (dataset for N=2 fish)

description: Experimental data for 2 fish originally obtained and published in <br><br>Papaspyros, V. et al. <i>A biohybrid interaction framework for the integration of </i><i>robots in animal societies</i>. IEEE Access <b>11</b>, 67640–67659 (2023).<br>Papaspyros, V., Theraulaz, G., Sire, C. & Mondada, F. <i>Quantifying the biomimicry </i><i>gap in biohybrid systems</i>. arXiv preprint arXiv:2308.08978 (2023)We have applied a Gaussian filter to the data of width 0.15 s.<br><br>Each line of the data lists for a given time the X, Y positions, V_X, V_Y velocities, and A_X, A_Y accelerations of the 2 fish, along with the number of the experiment and the segment within this experiment<br><br>
DOI: 10.6084/m9.figshare.24749457
title: <b>All_Data_Smooth-0.15-5_fish.dat (dataset for N=5 fish)</b>

description: Experimental data for 5 fish originally obtained in<br><br>Papaspyros, V. et al. <i>A biohybrid interaction framework for the integration of </i><i>robots in animal societies</i>. IEEE Access <b>11</b>, 67640–67659 (2023); https://ieeexplore.ieee.org/document/10168905<br>Papaspyros, V., Theraulaz, G., Sire, C. & Mondada, F. <i>Quantifying the biomimicry gap in biohybrid robot-fish pairs</i>. <i>Bioinspir. Biomim.</i> <b>19</b> 046020 (2024); https://iopscience.iop.org/article/10.1088/1748-3190/ad577a<br>We have applied a Gaussian filter to the data of width 0.15 s.<br><br>Each line of the data lists for a given time the X, Y positions, V_X, V_Y velocities, and A_X, A_Y accelerations of the 5 fish, along with the number of the experiment and the segment within this experiment
DOI: 10.6084/m9.figshare.24749457.v1
title: All_Data_Smooth-0.15-5_fish.dat (dataset for N=5 fish)

description: Experimental data for 5 fish originally obtained in<br><br>Papaspyros, V. et al. <i>A biohybrid interaction framework for the integration of </i><i>robots in animal societies</i>. IEEE Access <b>11</b>, 67640–67659 (2023).<br>Papaspyros, V., Theraulaz, G., Sire, C. & Mondada, F. <i>Quantifying the biomimicry </i><i>gap in biohybrid systems</i>. arXiv preprint arXiv:2308.08978 (2023)We have applied a Gaussian filter to the data of width 0.15 s.<br><br>Each line of the data lists for a given time the X, Y positions, V_X, V_Y velocities, and A_X, A_Y accelerations of the 5 fish, along with the number of the experiment and the segment within this experiment
DOI: 10.15468/dl.uphcby
title: Occurrence Download

description: A dataset containing 2386772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Haematopus ostralegus Linnaeus, 1758)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 2386772 records from 715 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000097-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28229504
title: Sequence chromatogram of the c.865G&gt;A mutation on the <i>COL4A5</i> gene in the proband and her family members

description: In family 2, the detected variant in the <i>COL4A5</i> gene (c.865G&gt;A) of the proband inherited from her mother.
DOI: 10.15468/dl.ksrbsv
title: Occurrence Download

description: A dataset listing the 34 species recorded in GBIF matching the query:
{
 "and" : [
 "Year is 2010",
 "TaxonKey is Litoria Tschudi, 1838"
 ]
}

 The dataset's 34 records were derived from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000096-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14677714
title: Sabethes cyaneus head and thorax (female)

description: X-ray tomography dataset of Sabethes cyaneus head and thorax (female) (0.65 µm/pixel)
DOI: 10.5281/zenodo.14677715
title: Sabethes cyaneus head and thorax (female)

description: X-ray tomography dataset of Sabethes cyaneus head and thorax (female) (0.65 µm/pixel)
DOI: 10.5281/zenodo.14678718
title: Elevated NET, Calprotectin, and Neopterin Levels Discriminate between Disease Activity in COVID-19, as Evidenced by Need for Hospitalization among Patients in Northern Italy

description: Datasets associated with the paper 

Elevated NET, Calprotectin and Neopterin levels discriminate between disease activity of COVID-19 as evidenced by need of hospitalization for patients in Northern Italy.

doi: 10.3390/biomedicines12040766

These sets of raw data cannot be made pubblicly available, as including sensitive infromation, but might be made available to interested researchers upon reasonable request. Please, forward your request to: pierluigi.meroni@unimi.it; p.meroni@auxologico.it
DOI: 10.5281/zenodo.14678719
title: Elevated NET, Calprotectin, and Neopterin Levels Discriminate between Disease Activity in COVID-19, as Evidenced by Need for Hospitalization among Patients in Northern Italy

description: Datasets associated with the paper 

Elevated NET, Calprotectin and Neopterin levels discriminate between disease activity of COVID-19 as evidenced by need of hospitalization for patients in Northern Italy.

doi: 10.3390/biomedicines12040766

These sets of raw data cannot be made pubblicly available, as including sensitive infromation, but might be made available to interested researchers upon reasonable request. Please, forward your request to: pierluigi.meroni@unimi.it; p.meroni@auxologico.it
DOI: 10.5281/zenodo.14679716
title: 호지 추측 4

description:  x와 같은 본질이 같은 대수다양체들을 만들려면 선분이 꼭짓점과 같아지는 즉 유일함에 대응되어 나타나야 한다. 모든 도형이 중복되는 대수다양체를 가지려면 이를 단순히 길이가 존재하는 선분에 적용하는 것이 아닌 곡선 도형에 모든 구간에서 유일함이 나타나는 것을 증명해야 한다. 이 과정에서 같은 대상을 다르게 접근하여 구하는 방법은 하나의 대상에 대한 무한한 기하학적 결합으로 가능하고 유일함을 무한히 증명하는 방법으로 같은 대상의 같은 부분(미분 다양체)으로 국한시킬 수 있다. 유일함을 정의하는 공통값은 고정값과 처음값에서 고정값을 뺀 것의 순서와 관계없이 같은 명령 과정에서 동일한 대상의 비교에 대하여 같은 공통값을 도출하고 처음값과 처음값에서 고정값을 뺀 것은 같은 선분에서 하나를 뺏을 때 다른 하나와 같으므로 이는 d-b>0이어야 하나 b와 d 중 하나가 0이 될 수 있는 것에 서로 다른 기하학적 결합에서 d에 적용된 것을 b에 적용하면 b와 d의 역할이 바뀌고 b에 적용된 것을 d에 적용하면 d와 b의 역할이 바뀌는 구조(Y-N 증명)로 정의된 b와 d가 있으면 이들이 상쇄되는 과정에서 모든 구간이 0으로 수렴 즉 매끄럽게 연결됨을 의미한다. 따라서 모든 점으로 구성된 도형은 호지추측을 참이게 한다.

 

https://chatgpt.com/share/678a70a5-2fe0-8012-88fa-a45af70d05a6
DOI: 10.5281/zenodo.14679717
title: 호지 추측 4

description:  x와 같은 본질이 같은 대수다양체들을 만들려면 선분이 꼭짓점과 같아지는 즉 유일함에 대응되어 나타나야 한다. 모든 도형이 중복되는 대수다양체를 가지려면 이를 단순히 길이가 존재하는 선분에 적용하는 것이 아닌 곡선 도형에 모든 구간에서 유일함이 나타나는 것을 증명해야 한다. 이 과정에서 같은 대상을 다르게 접근하여 구하는 방법은 하나의 대상에 대한 무한한 기하학적 결합으로 가능하고 유일함을 무한히 증명하는 방법으로 같은 대상의 같은 부분(미분 다양체)으로 국한시킬 수 있다. 유일함을 정의하는 공통값은 고정값과 처음값에서 고정값을 뺀 것의 순서와 관계없이 같은 명령 과정에서 동일한 대상의 비교에 대하여 같은 공통값을 도출하고 처음값과 처음값에서 고정값을 뺀 것은 같은 선분에서 하나를 뺏을 때 다른 하나와 같으므로 이는 d-b>0이어야 하나 b와 d 중 하나가 0이 될 수 있는 것에 서로 다른 기하학적 결합에서 d에 적용된 것을 b에 적용하면 b와 d의 역할이 바뀌고 b에 적용된 것을 d에 적용하면 d와 b의 역할이 바뀌는 구조(Y-N 증명)로 정의된 b와 d가 있으면 이들이 상쇄되는 과정에서 모든 구간이 0으로 수렴 즉 매끄럽게 연결됨을 의미한다. 따라서 모든 점으로 구성된 도형은 호지추측을 참이게 한다.

 

https://chatgpt.com/share/678a70a5-2fe0-8012-88fa-a45af70d05a6
DOI: 10.5281/zenodo.14639916
title: PhEval: A Framework for Evaluating Phenotype-Driven Variant and Gene Prioritisation Algorithms

description: This repository contains the complete corpora and PhEval processed TSV results referenced in the study "PhEval: A Framework for Evaluating Phenotype-Driven Variant and Gene Prioritisation Algorithms". The provided materials are integral to the benchmarking process and include:





Phenopacket Corpora:



Phenotype-Only Dataset: Phenopacket store containing phenotypic data without genomic or structural variant information.

Phenotype and Genomic Variant Dataset: Phenopacket store with phenotypic data and associated genomic variants.

Phenotype and Structural Variant Dataset: Structural variant corpus combining phenotypic data with structural variant information.





PhEval TSV Results:



TSV files summarizing the outcomes of nine different benchmarking configurations tested in the paper, including:



Phenotype-Only Tools: Exomiser (phenotype-only mode), Phen2Gene, PhenoGenius, and GADO.

Phenotype and Genomic Variant Tools: Exomiser (with VCF), LIRICAL, and AI-MARRVEL.

Structural Variant Tools: Exomiser and SvAnna.
DOI: 10.5281/zenodo.14639917
title: PhEval: A Framework for Evaluating Phenotype-Driven Variant and Gene Prioritisation Algorithms

description: This repository contains the complete corpora and PhEval processed TSV results referenced in the study "PhEval: A Framework for Evaluating Phenotype-Driven Variant and Gene Prioritisation Algorithms". The provided materials are integral to the benchmarking process and include:





Phenopacket Corpora:



Phenotype-Only Dataset: Phenopacket store containing phenotypic data without genomic or structural variant information.

Phenotype and Genomic Variant Dataset: Phenopacket store with phenotypic data and associated genomic variants.

Phenotype and Structural Variant Dataset: Structural variant corpus combining phenotypic data with structural variant information.





PhEval TSV Results:



TSV files summarizing the outcomes of nine different benchmarking configurations tested in the paper, including:



Phenotype-Only Tools: Exomiser (phenotype-only mode), Phen2Gene, PhenoGenius, and GADO.

Phenotype and Genomic Variant Tools: Exomiser (with VCF), LIRICAL, and AI-MARRVEL.

Structural Variant Tools: Exomiser and SvAnna.