cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8040572
title: 2023 IEEE SPS Video and Image Processing (VIP) Cup: Ophthalmic Biomarker Detection

description: Ophthalmic clinical trials that study treatment efficacy of eye diseases are performed with a specific purpose and a set of procedures that are predetermined before trial initiation. Hence, they result in a controlled data collection process with gradual changes in the state of a diseased eye. In general, these data include 1D clinical measurements and 3D optical coherence tomography (OCT) imagery. Physicians interpret structural biomarkers for every patient using the 3D OCT images and clinical measurements to make personalized decisions for every patient. Two main challenges in medical image processing has been <em>generalization</em> and <em>personalization</em>. Generalization aims to develop algorithms that work well across diverse patients and scenarios, providing standardized and widely applicable solutions. Personalization, in contrast, tailors algorithms to individual patients based on their unique characteristics, optimizing diagnosis and treatment planning. Generalization offers broad applicability but may overlook individual variations. Personalization provides tailored solutions but requires patient-specific data. While deep learning has shown an affinity towards generalization, it is lacking in personalization. The presence and absence of biomarkers is a personalization challenge rather than a generalization challenge. The variation within OCT scans of patients between visits can be minimal while the difference in manifestation of the same disease across patients may be substantial. The domain difference between OCT scans can arise due to pathology manifestation across patients, clinical labels, and the visit along the treatment process when the scan is taken. Morphological, texture, statistical and fuzzy image processing techniques through adaptive thresholds and preprocessing may prove substantial to overcome these fine-grained challenges. This challenge provides the data and application to address personalization.
description: {"references": ["M. Prabhushankar, K. Kokilepersaud*, Y. Logan*, S. Trejo Corona*, G. AlRegib, C. Wykoff, \"OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics,\" in Advances in Neural Information Processing Systems (NeurIPS 2022) Track on Datasets and Benchmarks, New Orleans, LA,, Nov. 29 \u2013 Dec. 1 2022"]}
DOI: 10.5281/zenodo.8040522
title: FloodsNet_USGS

description: This represents the USGS flood training data as part of the FloodsNet data set.
DOI: 10.5281/zenodo.8040521
title: FloodsNet_USGS

description: This represents the USGS flood training data as part of the FloodsNet data set.
DOI: 10.25345/c5jh3dc72
title: MassIVE MSV000092166 - Calnexin_FPOP___________________________________
title: Calnexin_FPOP_________________________________________________________
DOI: 10.5281/zenodo.8040662
title: Codes and datasets for: Quantifying the impact of SARS-CoV-2 temporal vaccination trends and disparities on disease control

description: Codes and datasets to reproduce the main figures of the article titled: "Quantifying the impact of SARS-CoV-2 temporal vaccination trends and disparities on disease control".
DOI: 10.5281/zenodo.8040661
title: Codes and datasets for: Quantifying the impact of SARS-CoV-2 temporal vaccination trends and disparities on disease control

description: Codes and datasets to reproduce the main figures of the article titled: "Quantifying the impact of SARS-CoV-2 temporal vaccination trends and disparities on disease control".
DOI: 10.5517/ccdc.csd.cc2bvzt0
title: CCDC 2170893: Experimental Crystal Structure Determination

description: Related Article: Qiu-Yan Jin, Yuan-Yuan Liang, Zhi-Hui Zhang, Liao Meng, Jun-Shan Geng, Kong-Qiu Hu, Ji-Pan Yu, Zhi-Fang Chai, Lei Mei, Wei-Qun Shi|2023|Chemical Science|14|6330|doi:10.1039/D3SC01343J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5066/f7t43r7t
title: Marine magnetic data from twelve cruises of Pioneer and Rehoboth in 1955 and 1956 off British Columbia, Washington, Oregon, and California

description: This shapefile contains total?field marine magnetic data from eleven cruises of the USCGS ship Pioneer (OSS?31) and one cruise from the USS Rehoboth (AGS?50) in deep water off the west coast of the United States and southern British Columbia in 1955 and 1956. Magnetic anomalies are calculated with the latest definitive geomagnetic reference field (DGRF) included in the 12th Generation of the International Geomagnetic Reference Field model (Th�bault and others, 2015). The marine magnetic data from these cruises were recovered from backup tapes that archived the work of Skaer and Hey in the late 1980s (Skaer, 1989). Fernandez and Hey (1991) merged these 1950s data with magnetic data from subsequent cruises. Raw data are provided in individual?cruise CSV files and industry standard MGD77T files, which are also available in the data release. Our recovery of the 1991 data from legacy media provides a data set that helps advance magnetic field studies in the region.
DOI: 10.6084/m9.figshare.23519133.v1
title: Unprocessed EEG files by subject

description: Please see the collection description
DOI: 10.6084/m9.figshare.23519133
title: Unprocessed EEG files by subject

description: Please see the collection description
DOI: 10.5281/zenodo.8026125
title: Wikidata Dump simple english

description: RDF dump of wikidata produced with wdumper.<br>View on wdumper<b>entity count<b>: 0, <b>statement count</b>: 0, <b>triple count</b>: 0</b></b>
DOI: 10.5281/zenodo.8026124
title: Wikidata Dump simple english

description: RDF dump of wikidata produced with wdumper.<br>View on wdumper<b>entity count<b>: 0, <b>statement count</b>: 0, <b>triple count</b>: 0</b></b>
DOI: 10.5517/ccdc.csd.cc2dr2lv
title: CCDC 2226717: Experimental Crystal Structure Determination

description: Related Article: Wang Lu, Jin-Ting Chen, Ye-Fan Shi, Meng-Song Chen, Pan-Pan Wang, Xiu-Juan Zhang, Chao-Jiang Xiao, Ding Li, Chen-Yu Cao, Chun-Huan Li, Jin-Ming Gao|2023|J.Ethnopharmacol.|315|116653|doi:10.1016/j.jep.2023.116653
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21gcsp
title: CCDC 1890652: Experimental Crystal Structure Determination

description: Related Article: Hamid Rashidnejad, Mohammad Ramezanitaghartapeh, Marziyeh Mokarizadeh, Jason R. Price, Tilo Söhnel, Peter J. Mahon|2023|J.Mol.Struct.|1290|135830|doi:10.1016/j.molstruc.2023.135830
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21gctq
title: CCDC 1890653: Experimental Crystal Structure Determination

description: Related Article: Hamid Rashidnejad, Mohammad Ramezanitaghartapeh, Marziyeh Mokarizadeh, Jason R. Price, Tilo Söhnel, Peter J. Mahon|2023|J.Mol.Struct.|1290|135830|doi:10.1016/j.molstruc.2023.135830
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2drl3w
title: CCDC 2227198: Experimental Crystal Structure Determination

description: Related Article: Marvin Janssen, Stefan Mebs, Jens Beckmann|2023|Chem.Commun.|59|7267|doi:10.1039/D3CC00397C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2drl4x
title: CCDC 2227199: Experimental Crystal Structure Determination

description: Related Article: Marvin Janssen, Stefan Mebs, Jens Beckmann|2023|Chem.Commun.|59|7267|doi:10.1039/D3CC00397C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2drl5y
title: CCDC 2227200: Experimental Crystal Structure Determination

description: Related Article: Marvin Janssen, Stefan Mebs, Jens Beckmann|2023|Chem.Commun.|59|7267|doi:10.1039/D3CC00397C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2drl6z
title: CCDC 2227201: Experimental Crystal Structure Determination

description: Related Article: Marvin Janssen, Stefan Mebs, Jens Beckmann|2023|Chem.Commun.|59|7267|doi:10.1039/D3CC00397C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2drl70
title: CCDC 2227202: Experimental Crystal Structure Determination

description: Related Article: Marvin Janssen, Stefan Mebs, Jens Beckmann|2023|Chem.Commun.|59|7267|doi:10.1039/D3CC00397C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2drl81
title: CCDC 2227203: Experimental Crystal Structure Determination

description: Related Article: Marvin Janssen, Stefan Mebs, Jens Beckmann|2023|Chem.Commun.|59|7267|doi:10.1039/D3CC00397C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dxlfc
title: CCDC 2232013: Experimental Crystal Structure Determination

description: Related Article: Teodor Dimitrov, Athina Anastasia Moschopoulou, Lennart Seidel, Thales Kronenberger, Mark Kudolo, Antti Poso, Christian Geibel, Pascal Wölffing, Daniel Dauch, Lars Zender, Dieter Schollmeyer, Jürgen Bajorath, Michael Forster, and Stefan Laufer|2023|J.Med.Chem.|66|7304|doi:10.1021/acs.jmedchem.2c02104
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bv7bs
title: CCDC 2170165: Experimental Crystal Structure Determination

description: Related Article: Ming-Yue Ju, Zi-Heng Fan, Yubin Ma, Yi Jing, Xi-Meng Chen, Xuenian Chen|2023|Inorg.Chem.|62|8700|doi:10.1021/acs.inorgchem.3c00930
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5519/qd.x2vee2kl
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (14 records)
DOI: 10.6084/m9.figshare.23512041.v1
title: IPOB Conflict Dataset from 2014 to 2022

description: IPOB Conflict Dataset from 2014 to 2022
DOI: 10.6084/m9.figshare.23512041
title: IPOB Conflict Dataset from 2014 to 2022

description: IPOB Conflict Dataset from 2014 to 2022
DOI: 10.5281/zenodo.8040502
title: M. leioderma Keel Evaluation Images

description: Images of M. leioderma keels used for evaluating prominence.
DOI: 10.5281/zenodo.8040503
title: M. leioderma Keel Evaluation Images

description: Images of M. leioderma keels used for evaluating prominence.
DOI: 10.5519/qd.ajkcwppc
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (11454 records)
DOI: 10.6084/m9.figshare.23290304
title: Extended data 2: Tipos de clima con su traducción en Shawi y su definción en español / Types of weather with its translation in Shawi and its definition in Spanish

description: This table has key definitions about weather characteristics based on Shawi Indigenous language and knowledge that were prepared by Shawi researchers to inform the protocol : "Does food biodiversity protect against malnutrition and favour the resilience to climate change-related events in Amazon Indigenous communities? A protocol for a mixed methods study"
DOI: 10.6084/m9.figshare.23290304.v3
title: Extended materials 2: Tipos de clima con su traducción en Shawi y su definción en español / Types of weather with its translation in Shawi and its definition in Spanish

description: This table has key definitions about weather characteristics based on Shawi Indigenous language and knowledge that were prepared by Shawi researchers to inform the protocol : "Does food biodiversity protect against malnutrition and favour the resilience to climate change-related events in Amazon Indigenous communities? A protocol for a mixed methods study"
DOI: 10.6084/m9.figshare.23290562.v3
title: Extended Data 3 and 4: Lista de alimentos Shawi basado en la revision de varones y mujeres / Shawi food list according with men and according with women

description: There are two Excel files with food information based on findings in the preparatory phase of the study: " Does food biodiversity protect against malnutrition and favour the resilience to climate change-related events in Amazon Indigenous communities? A protocol for a mixed methods study". During the pilot phase we completed four cooking workshop to identify food preparations and validate a food list to be used posteriorly during diet evaluation. As per suggestion of our Indigenous collaborators, the cooking workshops were conducted with four families selected based on two criteria: geographical location and have different number of family members, in order to represent different altitudes in Shawi territory and diversity of Shawi families, respectively. In each family, husband and wife provided their opinion regarding the list of foods, except in family fourth were woman did not have husband. First family was visited in Feb 2021 at <em>10 de Agosto</em> community (high geographical location), nine family members Second family was visited in March 2021 at <em>Nueva Luz</em> community (high geographical location) , 10 family members Third family <em> </em>was visited in May 2021 at <em>Irapay </em>community (low geographical location)<em>, </em>six family members Fourth family <em> </em>was visited in June 2021 at <em>Maranata </em>community (low geographical location), eleven family members
DOI: 10.6084/m9.figshare.23290562
title: Extended Data 3 and 4: Lista de alimentos Shawi basado en la revision de varones y mujeres / Shawi food list according with men and according with women

description: There are two Excel files with food information based on findings in the preparatory phase of the study: " Does food biodiversity protect against malnutrition and favour the resilience to climate change-related events in Amazon Indigenous communities? A protocol for a mixed methods study". During the pilot phase we completed four cooking workshop to identify food preparations and validate a food list to be used posteriorly during diet evaluation. As per suggestion of our Indigenous collaborators, the cooking workshops were conducted with four families selected based on two criteria: geographical location and have different number of family members, in order to represent different altitudes in Shawi territory and diversity of Shawi families, respectively. In each family, husband and wife provided their opinion regarding the list of foods, except in family fourth were woman did not have husband. First family was visited in Feb 2021 at <em>10 de Agosto</em> community (high geographical location), nine family members Second family was visited in March 2021 at <em>Nueva Luz</em> community (high geographical location) , 10 family members Third family <em> </em>was visited in May 2021 at <em>Irapay </em>community (low geographical location)<em>, </em>six family members Fourth family <em> </em>was visited in June 2021 at <em>Maranata </em>community (low geographical location), eleven family members
DOI: 10.5517/ccdc.csd.cc2bv7ct
title: CCDC 2170166: Experimental Crystal Structure Determination

description: Related Article: Ming-Yue Ju, Zi-Heng Fan, Yubin Ma, Yi Jing, Xi-Meng Chen, Xuenian Chen|2023|Inorg.Chem.|62|8700|doi:10.1021/acs.inorgchem.3c00930
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bv7s7
title: CCDC 2170179: Experimental Crystal Structure Determination

description: Related Article: Ming-Yue Ju, Zi-Heng Fan, Yubin Ma, Yi Jing, Xi-Meng Chen, Xuenian Chen|2023|Inorg.Chem.|62|8700|doi:10.1021/acs.inorgchem.3c00930
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2f78hg
title: CCDC 2241315: Experimental Crystal Structure Determination

description: Related Article: Jia-long Tian, Hou-tian Yan, Qin Hu, Rui-xue Liu, Li-min Liu, Yan-cheng Liu|2023|J.Mol.Struct.|1289|135842|doi:10.1016/j.molstruc.2023.135842
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fl1vy
title: CCDC 2251680: Experimental Crystal Structure Determination

description: Related Article: Cheng Zhang, Mei Ding, Yonggang Ren, Along Ma, Zhengmao Yin, Xiaoshuang Ma, Shuxin Wang|2023|Nanoscale Adv.|5|3287|doi:10.1039/D3NA00191A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fq8r6
title: CCDC 2255738: Experimental Crystal Structure Determination

description: Related Article: Taito Hashimoto, Ryusei Oketani, Asato Inoue, Kohei Okubo, Kouki Oka, Norimitsu Tohnai, Kazuhide Kamiya, Shuji Nakanishi, Ichiro Hisaki|2023|Chem.Commun.|59|7224|doi:10.1039/D3CC01877F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fq8v9
title: CCDC 2255741: Experimental Crystal Structure Determination

description: Related Article: Taito Hashimoto, Ryusei Oketani, Asato Inoue, Kohei Okubo, Kouki Oka, Norimitsu Tohnai, Kazuhide Kamiya, Shuji Nakanishi, Ichiro Hisaki|2023|Chem.Commun.|59|7224|doi:10.1039/D3CC01877F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fq8xc
title: CCDC 2255743: Experimental Crystal Structure Determination

description: Related Article: Taito Hashimoto, Ryusei Oketani, Asato Inoue, Kohei Okubo, Kouki Oka, Norimitsu Tohnai, Kazuhide Kamiya, Shuji Nakanishi, Ichiro Hisaki|2023|Chem.Commun.|59|7224|doi:10.1039/D3CC01877F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fj7cl
title: CCDC 2249929: Experimental Crystal Structure Determination

description: Related Article: Guo-Hui Zhao, Shi-Hui Zhang, Cheng Yi, Tao Liu, Yin-Shan Meng|2023|New J.Chem.|47|10967|doi:10.1039/D3NJ01431B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.