cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20575278.v2
title: Letter from the Chairman of East India Company to the Chinese Viceroy (1792)

description: In the <em>Letter from the Chairman of the East India Company to the Viceroy</em> (1792), the chairman informed the Qing court that Lord Macartney’s embassy would soon set out and asked the locals to receive them well. The letter was initially delivered with a Latin and an English version, and was translated into three Chinese versions, all of which were collected in <em>Magaerni fanghua shiliao huibian </em>马戛尔尼访华史料汇编 [Archives of Lord Macartney’s Embassy to China] (1996, p. 92, 216-217).
DOI: 10.6084/m9.figshare.20575278.v1
title: Letter from the Chairman of East India Company to the Chinese Viceroy (1792)

description: In the <em>Letter from the Chairman of the East India Company to the Viceroy</em> (1792), the chairman informed the Qing court that Lord Macartney’s embassy would soon set out and asked the locals to receive them well. The letter was initially delivered with a Latin and an English version, and was translated into three Chinese versions, all of which were collected in <em>Magaerni fanghua shiliao huibian </em>马戛尔尼访华史料汇编 [Archives of Lord Macartney’s Embassy to China] (1996, p. 92, 216-217).
DOI: 10.6084/m9.figshare.21151012
title: Identification of Novel GTP Analogs as Potent and Specific Reversible Inhibitors for Transglutaminase 2

description: Transglutaminase 2 (TG2) is a calcium-dependent enzyme that catalyzes the N-ϵ-(γ-glutamyl) lysine bonds between side chains of glutamine and lysine residues resulting in proteolytically resistant cross-links. Increased TG2 activity and levels are involved in the pathophysiology of various diseases, including liver injury, cystic fibrosis, celiac sprue, metastatic cancers, and several neurodegenerative conditions. Inhibiting TG2 activity is considered a potential strategy to combat these diseases. Although guanine nucleotide (GTP) could inhibit TG2, its inhibitory activity decreased with increased calcium concentration. Search for GTP analogs that could strongly bind and inhibit TG2 activity is intense. This study screened the PubChem database for about two thousand GTP-like compounds for TG2. Using docking and molecular dynamics simulations we identified three compounds (C4959, C4215, and C9560) that could selectively interact with TG2. These three compounds have less affinity for several other intracellular and extracellular GTP-binding proteins suggesting selectivity for TG2. Interestingly, C9560 showed stronger interactions and better binding energy with TG2 than C4959 and C4215, suggesting that C9560 can form a more stable complex with TG2. Our study indicates that C9560, a GTP analog, could be exploited as a promising candidate to inhibit TG2-mediated fibrotic conditions.
DOI: 10.6084/m9.figshare.21151012.v1
title: Identification of Novel GTP Analogs as Potent and Specific Reversible Inhibitors for Transglutaminase 2

description: Transglutaminase 2 (TG2) is a calcium-dependent enzyme that catalyzes the N-ϵ-(γ-glutamyl) lysine bonds between side chains of glutamine and lysine residues resulting in proteolytically resistant cross-links. Increased TG2 activity and levels are involved in the pathophysiology of various diseases, including liver injury, cystic fibrosis, celiac sprue, metastatic cancers, and several neurodegenerative conditions. Inhibiting TG2 activity is considered a potential strategy to combat these diseases. Although guanine nucleotide (GTP) could inhibit TG2, its inhibitory activity decreased with increased calcium concentration. Search for GTP analogs that could strongly bind and inhibit TG2 activity is intense. This study screened the PubChem database for about two thousand GTP-like compounds for TG2. Using docking and molecular dynamics simulations we identified three compounds (C4959, C4215, and C9560) that could selectively interact with TG2. These three compounds have less affinity for several other intracellular and extracellular GTP-binding proteins suggesting selectivity for TG2. Interestingly, C9560 showed stronger interactions and better binding energy with TG2 than C4959 and C4215, suggesting that C9560 can form a more stable complex with TG2. Our study indicates that C9560, a GTP analog, could be exploited as a promising candidate to inhibit TG2-mediated fibrotic conditions.
DOI: 10.5517/ccdc.csd.cc11rlt6
title: CCDC 975998: Experimental Crystal Structure Determination

description: Related Article: C.S. Dileep, K.M. Chandini, M.A. Sridhar, K. Ajay Kumar|2023|J.Mol.Struct.|1276|134771|doi:10.1016/j.molstruc.2022.134771
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.cc11rq9t
title: CCDC 976106: Experimental Crystal Structure Determination

description: Related Article: C.S. Dileep, K.M. Chandini, M.A. Sridhar, K. Ajay Kumar|2023|J.Mol.Struct.|1276|134771|doi:10.1016/j.molstruc.2022.134771
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.cc2b4w2g
title: CCDC 2149635: Experimental Crystal Structure Determination

description: Related Article: Nicola L. Oldroyd, Saurabh S. Chitnis, Etienne A. LaPierre, Vincent T. Annibale, Henry T. G. Walsgrove, Derek P. Gates, Ian Manners|2022|J.Am.Chem.Soc.|144|23179|doi:10.1021/jacs.2c10931
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.cc2b4w3h
title: CCDC 2149636: Experimental Crystal Structure Determination

description: Related Article: Nicola L. Oldroyd, Saurabh S. Chitnis, Etienne A. LaPierre, Vincent T. Annibale, Henry T. G. Walsgrove, Derek P. Gates, Ian Manners|2022|J.Am.Chem.Soc.|144|23179|doi:10.1021/jacs.2c10931
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.cc2b4ydv
title: CCDC 2149707: Experimental Crystal Structure Determination

description: Related Article: Mark A. Maskeri, Anthony J. Fernandes, Giovanni Di Mauro, Nuno Maulide, K. N. Houk|2022|J.Am.Chem.Soc.|144|23358|doi:10.1021/jacs.2c09146
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.cc2by8q9
title: CCDC 2173091: Experimental Crystal Structure Determination

description: Related Article: Mark A. Maskeri, Anthony J. Fernandes, Giovanni Di Mauro, Nuno Maulide, K. N. Houk|2022|J.Am.Chem.Soc.|144|23358|doi:10.1021/jacs.2c09146
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.cc2cm78j
title: CCDC 2193227: Experimental Crystal Structure Determination

description: Related Article: Chengxia Miao|2022|CSD Communication|||
description: Related Article: Hongfeng Zhuang, Qin Hou, Feng Han, Haotian Lv, Chengxia Miao|2022|Green Chemistry|25|310|doi:10.1039/D2GC03214G
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.cc2cq3t1
title: CCDC 2196003: Experimental Crystal Structure Determination

description: Related Article: Xinyu Liu, Meng Wu, Ruoqi Zeng, Gang Li, Qiuxia Li, Feiyang Li, Aihua Yuan, Chao Shi|2022|Inorg.Chem.|61|20942|doi:10.1021/acs.inorgchem.2c03394
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.cc2cq3v2
title: CCDC 2196004: Experimental Crystal Structure Determination

description: Related Article: Xinyu Liu, Meng Wu, Ruoqi Zeng, Gang Li, Qiuxia Li, Feiyang Li, Aihua Yuan, Chao Shi|2022|Inorg.Chem.|61|20942|doi:10.1021/acs.inorgchem.2c03394
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.cc2cq2ls
title: CCDC 2195965: Experimental Crystal Structure Determination

description: Related Article: Zhengpeng Yan, Guanru Chang, Wenping Zou, Gen Luo, Shengyu Dai|2023|Polym.Chem.|14|183|doi:10.1039/D2PY01087A
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.cc2cq7ly
title: CCDC 2196120: Experimental Crystal Structure Determination

description: Related Article: Rajib K. Sarker, Loïc P. Mangin, Davit Zargarian|2022|Dalton Trans.|52|366|doi:10.1039/D2DT02979K
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.cc2cq7p1
title: CCDC 2196123: Experimental Crystal Structure Determination

description: Related Article: Rajib K. Sarker, Loïc P. Mangin, Davit Zargarian|2022|Dalton Trans.|52|366|doi:10.1039/D2DT02979K
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.cc2cq7s4
title: CCDC 2196126: Experimental Crystal Structure Determination

description: Related Article: Rajib K. Sarker, Loïc P. Mangin, Davit Zargarian|2022|Dalton Trans.|52|366|doi:10.1039/D2DT02979K
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.cc2cq7y9
title: CCDC 2196131: Experimental Crystal Structure Determination

description: Related Article: Rajib K. Sarker, Loïc P. Mangin, Davit Zargarian|2022|Dalton Trans.|52|366|doi:10.1039/D2DT02979K
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.cc2cq81f
title: CCDC 2196134: Experimental Crystal Structure Determination

description: Related Article: Rajib K. Sarker, Loïc P. Mangin, Davit Zargarian|2022|Dalton Trans.|52|366|doi:10.1039/D2DT02979K
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.cc2cq84j
title: CCDC 2196137: Experimental Crystal Structure Determination

description: Related Article: Rajib K. Sarker, Loïc P. Mangin, Davit Zargarian|2022|Dalton Trans.|52|366|doi:10.1039/D2DT02979K
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.cc2cq87m
title: CCDC 2196140: Experimental Crystal Structure Determination

description: Related Article: Rajib K. Sarker, Loïc P. Mangin, Davit Zargarian|2022|Dalton Trans.|52|366|doi:10.1039/D2DT02979K
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.cc2cq8m0
title: CCDC 2196152: Experimental Crystal Structure Determination

description: Related Article: Rajib K. Sarker, Loïc P. Mangin, Davit Zargarian|2022|Dalton Trans.|52|366|doi:10.1039/D2DT02979K
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: 10.34740/kaggle/dsv/4803783
title: Mahanagar Yatayat Dataset
DOI: 10.5281/zenodo.7501879
title: Dataset related to article "Cold versus hot EMR for large duodenal adenomas "

description: This record contains raw data related to article “Cold versus hot EMR for large duodenal adenomas" Conventional endoscopic mucosal resection using electrocoagulation (hot EMR) for large (&gt;20 mm), sporadic non-ampullary duodenal adenomas is associated with a high complication rate. Based on favourable colonic experience with cold EMR/without electrocautery, we performed a retrospective analysis comparing 33 patients treated this way to 101 patients who had hot EMR for their duodenal adenomas. Data were collected from four tertiary centres in two time periods. No serious adverse events (SAEs) occurred in the cold group, there were 17 intraprocedural SAEs (16.8%) and 26 postprocedural SAEs (25.7%) in the hot EMR group. Procedure time was significantly lower for cold EMR (49±25.1 min vs 96.9±56 min, p&lt;0.01). Recurrence seen at first follow-up endoscopy was comparable in both groups (cold EMR: 4/33; 12.1% versus hot EMR: 21/101; 20.8%). This data suggests that cold EMR is a safe and feasible option for the removal of large non-ampullary duodenal adenomas
DOI: 10.5281/zenodo.7501878
title: Dataset related to article "Cold versus hot EMR for large duodenal adenomas "

description: This record contains raw data related to article “Cold versus hot EMR for large duodenal adenomas" Conventional endoscopic mucosal resection using electrocoagulation (hot EMR) for large (&gt;20 mm), sporadic non-ampullary duodenal adenomas is associated with a high complication rate. Based on favourable colonic experience with cold EMR/without electrocautery, we performed a retrospective analysis comparing 33 patients treated this way to 101 patients who had hot EMR for their duodenal adenomas. Data were collected from four tertiary centres in two time periods. No serious adverse events (SAEs) occurred in the cold group, there were 17 intraprocedural SAEs (16.8%) and 26 postprocedural SAEs (25.7%) in the hot EMR group. Procedure time was significantly lower for cold EMR (49±25.1 min vs 96.9±56 min, p&lt;0.01). Recurrence seen at first follow-up endoscopy was comparable in both groups (cold EMR: 4/33; 12.1% versus hot EMR: 21/101; 20.8%). This data suggests that cold EMR is a safe and feasible option for the removal of large non-ampullary duodenal adenomas
DOI: 10.5281/zenodo.7473371
title: Multiplexed histology of COVID-19 post-mortem lung samples - CHRONIC CASE 2 FOV1

description: <strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (CHRONIC CASE 2 FOV1)</strong> Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 µm. Images have been normalized and intensities adjusted.
description: Funding: Deutsche Forschungsgemeinschaft HA5354/10-1, SPP1937 (HA5354/8-2) and TRR130 P17 and C01 (to Anja Hauser)
DOI: 10.5281/zenodo.7473370
title: Multiplexed histology of COVID-19 post-mortem lung samples - CHRONIC CASE 2 FOV1

description: <strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (CHRONIC CASE 2 FOV1)</strong> Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 µm. Images have been normalized and intensities adjusted.
description: Funding: Deutsche Forschungsgemeinschaft HA5354/10-1, SPP1937 (HA5354/8-2) and TRR130 P17 and C01 (to Anja Hauser)
DOI: 10.5281/zenodo.7473470
title: Multiplexed histology of COVID-19 post-mortem lung samples - CHRONIC CASE 2 FOV2

description: <strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (CHRONIC CASE 2 FOV2)</strong> Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 µm. Images have been normalized and intensities adjusted.
description: Funding: Deutsche Forschungsgemeinschaft HA5354/10-1, SPP1937 (HA5354/8-2) and TRR130 P17 and C01 (to Anja Hauser)
DOI: 10.5281/zenodo.7473469
title: Multiplexed histology of COVID-19 post-mortem lung samples - CHRONIC CASE 2 FOV2

description: <strong>Image-based data set of a post-mortem lung sample from a COVID-19 donor (CHRONIC CASE 2 FOV2)</strong> Each image shows the same field of view (FOV), sequentially stained with the depicted fluorescence-labelled antibodies, including surface proteins, intracellular proteins and transcription factors. Images contain 2024 x 2024 pixels and are generated using an inverted wide-field fluorescence microscope with a 20x objective, a lateral resolution of 325 nm and an axial resolution above 5 µm. Images have been normalized and intensities adjusted.
description: Funding: Deutsche Forschungsgemeinschaft HA5354/10-1, SPP1937 (HA5354/8-2) and TRR130 P17 and C01 (to Anja Hauser)
DOI: 10.17632/3h6h5d7xg2.1
title: Russian Handwritings Tracked

description: We created a character dataset by collecting samples from 12 writers. Each writer contributed with letters (lower and uppercase), digits, and words from a pangram that we have not employed in our experiments, but they are included in "extra" folder for each writer in this database. Up to 4 samples have been collected for each pair writer/character, and the total number of samples in this database version is 2812.

Database structure:

scanner.py - character scanning program, dataset collection.
convert2mnist.py - a program for converting a dataset into a mnist-like form. It is intended for an example with the test.
example_using.py - example of a primitive grid for character recognition. It is intended only to demonstrate the consistency of the dataset. When using the dataset, of course, the user can and will use their own, more advanced approaches.
data - folder with dataset.
w_n_m - folder with writer's attempt (in total 37 folders)
  [char] - the main file of the symbol track, a text file with a list of coordinates of the form - "x1","y1","x2","y2",...,"xN","yN".
  [char]_times - a file with additional information on the track with a list of time in ms between receiving coordinates of points.
  [char].png is an auxiliary file - a picture of the symbol as it was visible to the writer. The file is for understanding only.

Class distribution in example_using.py, which you can find in github repository provided below:

[A] = { "а" , "А" }
[Б] = { "б" , "Б" }
[В] = { "в" , "В" }
[Г] = { "г" , "Г" }
[Д] = { "д" , "Д" }
[Е] = { "е" , "Е" }
[Ё] = { "ё" , "Ё" }
[Ж] = { "ж" , "Ж" }
[З] = { "з" , "З" }
[И] = { "и" , "И" }
[Й] = { "й" , "Й" }
[К] = { "к" , "К" }
[Л] = { "л" , "Л" }
[М] = { "м" , "М" }
[Н] = { "н" , "Н" }
[О] = { "о" , "О", "0" }
[П] = { "п" , "П" }
[Р] = { "р" , "Р" }
[С] = { "с" , "С" }
[Т] = { "т" , "Т" }
[У] = { "у" , "У" }
[Ф] = { "ф" , "Ф" }
[Х] = { "х" , "Х" }
[Ц] = { "ц" , "Ц" }
[Ч] = { "ч" , "Ч" }
[Ш] = { "ш" , "Ш" }
[Щ] = { "щ" , "Щ" }
[Ъ] = { "ъ" , "Ъ" }
[Ы] = { "ы" , "Ы" }
[Ь] = { "ь" , "Ь" }
[Э] = { "э" , "Э" }
[Ю] = { "ю" , "Ю" }
[Я] = { "я" , "Я" }
[1] = { "1" }
[2] = { "2" }
[3] = { "3" }
[4] = { "4" }
[5] = { "5" }
[6] = { "6" }
[7] = { "7" }
[8] = { "8" }
[9] = { "9" }