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274 results for “T1”
T1-weighted brain MRI acquired from awake and unrestrained sheep
<p>This dataset contains T1-weighted brain MRI images acquired from 6 awake sheep, 1 anesthetized sheep and the MRI acquisition parameters.</p> <p><strong>When using this data please cite: </strong>Pluchot, C., Adriaensen, H., Parias, C. <em>et al.</em> Sheep (<em>Ovis aries</em>) training protocol for voluntary awake and unrestrained structural brain MRI acquisitions. <em>Behav Res</em> (2024). <a href="https://doi.org/10.3758/s13428-024-02449-6" target="_blank" rel="noopener">https://doi.org/10.3758/s13428-024-02449-6</a> </p> <p><strong>Note:</strong> A "Version v2" was created because the original "13332_anesthetized_T1.nii" file was corrupted.</p>
Slovenský Supermodel P&T1 (SSPT1) : Matej Bel University SKRIPTOR project datasets
<p><strong>SLO:</strong></p> <p>Dňa 17.05.2024 sme spustili vo webovej aplikácii Transkribus tvorbu nového agregovaného slovenského supermodelu. Základ pre tvorbu supermodelu pre určité slovenské tlačené historické dokumenty a strojom písané dokumenty tvorili parciálne modely riešiteľov úloh v projekte <strong>Skriptor</strong> (<strong>Univerzita Mateja Bela v Banskej Bystrici a Štátna vedecká knižnica v Banskej Bystrici</strong>), ako aj transkripcie, ktoré pripravili študenti <strong>Slezskej univerzity v Opave v rámci Študentskej grantovej súťaže</strong> a vzdelávacích aktivít. </p> <p><strong>Michaela Mikušková a Lucia Nižníková</strong> v rámci projektu <strong>Skriptor</strong> kompletne spracovali náročnú segmentáciu a manuálnu transkripciu <strong>92 s.</strong> GT historickej tlačenej knihy J.A. Komenského <strong>Orbis Pictus</strong> (vydanie z roku 1798). Išlo, z hľadiska transkripcie o mimoriadne komplikovanú úlohu, pretože kniha má mnoho ilustrácií, je písaná v 4 jazkoch (latinčina, maďarčina, nemčina, čeština), navyše vo forme tabuliek a písmom antikva a švabach. </p> <p><strong>Dušan Katuščák </strong>v rámci projektu <strong>Skriptor, </strong>vzdelávacích aktivít a študentskej grantovej súťaže<strong> </strong>SGS na Slezskej univerzite a vedenia diplomovej práce v Opave spracoval celý do kvality GT celý rad historických novín, časopisov a kníh z 19. a začiatku 20 storočia (Moravské noviny (1849), Programové bulletiny Slovenskej filharmónie (1849-1970), Opavský Besedník (1863), Jitrenka (1840), I. Palugyay: Kde jest pravda (1854), lužickosrbský časopis Lužica (1909), Šlabikár (1872), J.M. Hurban: Cirkev Ewanjelicko-Lutheránska (1861), J.N. Bobula: Jánošík (1862), D. Lichard: Obzor (1866) a i. Niektoré dokumenty sú už kompletne transkribované použitím privátnych modelov (ca 1000 s.), avšak do datasetu SSPT1 boli použité len sety GT.</p> <p><strong>Klára Kováčová-Pohlová</strong> (Diplomová práca, 2024, FPF SU Opava) a <strong>Matej Šmida</strong> (UMB Banská Bystrica) spracovali strojopisné dokumenty, pričom použili vzorky rôznych fontov v slovenskom, českom, nemeckom jazyku (ca 150 s.)</p> <p><strong>Nikola Halfarová, Terezie Gajdošová, Lenka Málková, Nikol Taufrová, Nela Kociánová</strong> (4. roč, FPF SLU)v predmete prof. Dušana Katuščáka Digitalizace II. pripravili ca 80 s. prepisov GT z rôznych historických tlačí z 18. a 19. storočia písaných v češtine (švabach). </p> <p>Model má označenie <strong>ID78289 SLOVAK Supermodel print&typewriter (SSPT1)</strong> sme použili <strong>542 strán v kvalite Ground Truth (GT 37897 riadkov a 200697 slov). 59 strán na overenie nového modelu (Validation</strong> set <strong>)</strong> . repozitárov Štátnej vedeckej knižnice v Ostrave, Slovenskej národnej knižnice v Martine, z repozitára Manuskriptorium, zo Štátneho archívu v Banskej Bystrici a z Knižnice Univerzity Mateja Bela v Banskej Bystrici. <br>Samotné ukážky považujeme pre používanie ďalšieho a zdokonaľovania modelu za veľmi dôležitý, ďalší výskumníci dostanú predstavu o podobnom alebo odlišnom písme vlastných dokumentov, ktoré chcú transkribovať. </p> <p><strong>V modeli ID78289 SLOVAK Supermodel print&typewriter (SSPT1) boli dosiahnuté hodnoty Train set: 1,00% a Validation set: 1,00%. Znamená to teda „presnosť“ automatickej transkripcie 99%.</strong></p> <p>Tvorba modelu SSM1 na servri Transkribus trvala 21 hodín a 52 minút. Proces tvorby bol nastavený na 100 cyklov a skončený po <strong>100 cykloch</strong> (epoch). <br>Model SSPT1 je prvým pokusom na Slovensku av Česku o tvorbe agregovaného nástroja, prostredníctvom ktorého by bolo možné automaticky sprístupniť určité typy tlačených a strojopisných dokumentov, ktoré sú podobné písmam použitým v jeho tvorbe. <br>V prípadných nemožnoch <strong>ID78289 SLOVAK Supermodel print&typewriter (SSPT1)</strong> považujeme za definitívny univerzálny model transkripcie historických tlačí a strojopisov slovenskej proveniencie všetkých typov a období. Varieta písiem a štýlov je rozmanitá a tvorba optimálneho agregovaného modelu predstavuje úlohu pre ďalších výskumníkov a entuziastov v nasledujúcich rokoch. <br>Domnievame sa však, že náš prvý agregovaný model <strong>SSPT1</strong> môže byť potrebný automatickú transkripciu ďalších analógových dokumentov. <br>Výskumný tým plánuje sprístupniť datasety v rámci udržateľnosti projektu v roku 2024-2028 prednostné pre výskumné a vzdelávacie účely pre inštitúcie a výskumníkov, ktorí budú chcieť prispieť k modelu historických a nových dokumentov v západoslovanských jazykoch, resp. jazykov slovenskej a bohemikálnej proveniencie. <strong>Copyright: CC BY-NC-SA.</strong><br>Samozrejme, takáto automatická transkripcia neprinesie hneď uspokojivé výsledky. Môže však byť „hrubú“ postupnú automatickú transkripciu ďalších strán, ich manuálnu opravu do stavu GT a následné použitie väčších datasetov GT na zdokonalenie nového modelu na báze nášho <strong>SSPT1.</strong> Po vytvorení ďalších stoviek a tisícov strán GT bude možné pristúpiť k tvorbe ďalších generácií nových modelov na základe <strong>SSPT1</strong> . Vývoj by mohol pokračovať pre tlač a strojopisy modelmi nových generácií <strong>SSPT2</strong> , <strong>SSPT3</strong> ap.</p> <p>Výzvu pre výskumníkov predstavuje aj vývoj a tvorbu <strong>nového agegovaného supermodelu, ktorý by zahrnul jednak rukopisy a jednak tlače a strojopisy. Tento slovenský supermodel by mohol byť zdieľaný v rámci komunity odborníkov Transkribus a zahrnutý do niektorého veľkého supermodelu Transkribus Community ap. </strong></p> <p> </p> <p><strong>ENG: </strong></p> <p>On May 17, 2024, we launched the creation of a new aggregated Slovak supermodel in the Transkribus web application. The basis for the creation of a supermodel for certain Slovak printed historical documents and typewritten documents was the partial models of task solvers in the Skriptor project (Matej Bela University in Banská Bystrica and the State Science Library in Banská Bystrica), as well as transcriptions prepared by students of the University of Silesia in Opava in within the Student Grant Competition and educational activities.</p> <p>As part of the Skriptor project, Michaela Mikušková and Lucia Nižníková completely processed the demanding segmentation and manual transcription of 92 s. GT of historical printed book J.A. Comenius' Orbis Pictus (1798 edition). From the point of view of transcription, it was an extremely complicated task, because the book has many illustrations, it is written in 4 languages (Latin, Hungarian, German, Czech), in addition in the form of tables and in antique and Swabian script.</p> <p>Dušan Katuščák, as part of the Skriptor project, educational activities and the SGS student grant competition at the University of Silesia, and the management of the diploma thesis in Opava, processed a whole series of historical newspapers, magazines and books from the 19th and early 20th centuries (Moravské noviny (1849), Program bulletins of the Slovak Philharmonic (1849-1970), Opavský Besedník (1863), Jitrenka (1840), I. Palugya: Kde jest pravda (1854), Lusatian Serbian magazine Lužica (1909), Šlabikár (1872), J.M. Hurban: Cirkev Ewanjelicko- Lutheránska (1861), J.N. Bobula: Jánošík (1862), D. Lichard: Obzor (1866) and others. Some documents are already completely transcribed using private models (about 1000 pages), but only GT sets were used.</p> <p>Klára Kováčová-Pohlová (Diplomová práce, 2024, FPF SU Opava) and Matej Šmida (UMB Banská Bystrica) processed typewritten documents, using samples of various fonts in Slovak, Czech, and German languages (ca. 150 pp.)</p> <p>Nikola Halfarová, Terezie Gajdošová, Lenka Málková, Nikol Taufrová, Nela Kociánová (4th year, FPF SLU) in the subject of prof. Dušan Katuščák Digitization II. they prepared ca. 80 s. of GT transcriptions from various historical prints from the 18th and 19th centuries written in Czech (Svabian).</p> <p>The model has ID78289 SLOVAK Supermodel print&typewriter (SSPT1) we used 542 pages in Ground Truth quality (GT 37897 lines and 200697 words). 59 pages for validation of the new model (Validation set). repositories of the State Scientific Library in Ostrava, the Slovak National Library in Martin, from the Manuscriptorium repository, from the State Archive in Banská Bystrica and from the Library of Matej Bel University in Banská Bystrica.<br>We consider the samples themselves to be very important for further use and refinement of the model, other researchers will get an idea of the similar or different writing of their own documents that they want to transcribe.</p> <p>In model ID78289 SLOVAK Supermodel print&typewriter (SSPT1) the values Train set: 1.00% and Validation set: 1.00% were achieved. So it means the "accuracy" of the transcription is 99%.</p> <p>The creation of the SSM1 model on the Transkribus server took 21 hours and 52 minutes. The creation process was set to 100 cycles and ended after 100 cycles (epochs).<br>The SSPT1 model is the first attempt in Slovakia and the Czech Republic to create an aggregated tool through which it would be possible to automatically make available certain types of printed and typewritten documents that are similar to the fonts used in its creation.<br>In the event of an impossibility, we consider the ID78289 SLOVAK Supermodel print&typewriter (SSPT1) to be the definitive universal model for the transcription of historical prints and typewriters of Slovak provenance of all types and periods. The variety of fonts and styles is diverse, and the creation of an optimal aggregate model is a task for other researchers and enthusiasts in the years to come.<br>However, we believe that our first aggregated SSPT1 model may be necessary for the automatic transcription of other analog documents.<br>The research team plans to make available datasets within the sustainability of the project in 2024-2028 prioritized for research and educational purposes for institutions and researchers who will want to contribute to the model of historical and new documents in West Slavic languages, respectively. languages of Slovak and Bohemian origin. Copyright: CC BY-NC-SA.<br>Of course, such automatic transcription will not immediately bring satisfactory results. However, it can be "rough" to gradually automatically transcribe additional pages, manually correct them to GT status, and then use larger GT datasets to refine a new model based on our SSPT1. After the creation of hundreds and thousands of pages of GT, it will be possible to proceed with the creation of further generations of new models based on SSPT1. Development could continue for printing and typewriting with models of new generations SSPT2, SSPT3 etc.</p> <p>The challenge for researchers is also the development and creation of a new aged supermodel, which would include both manuscripts and prints and typescripts. This Slovak supermodel could be shared within the Transkribus community of experts and included in some big Transkribus Community supermodel, etc.</p>
Time seqUential theRmal inFrared - Turbulence campaign 1 - TURF-T1 Experiment data
<p>This dataset is a thermal infrared dataset collected alongside with sonic anemometer and thermocouple data. The experiment took place on the 12/01/2019 starting at 16:21:11 NZDT and ending at 16:31:11 NZDT. The collection of the infrared data was done via uncrewed aerial vehicle with an Optris PI 450 camera flying above a TURF Sportsground located at N -43.29186830137823, E 172.6008992376682.</p>
VFA T1 mapping | RTHawk (open) vs Siemens (commercial)
<p>The preliminary variable flip angle (VFA) T1 mapping data acquired using:<br> 1. Fully-open (<a href="https://bit.ly/qMRPullseq">https://bit.ly/qMRPullseq</a>) 3D spoiled gradient-echo based RTHawk application<br> 2. Siemens stock sequence 3D FLASH </p> <p>The analysis (fitting and comparison) can be executed online: <a href="http://bit.ly/qmr_vfat1">http://bit.ly/qmr_vfat1</a> </p> <p>GitHub repository for the code: <a href="https://github.com/agahkarakuzu/ismrm20">https://github.com/agahkarakuzu/ismrm20</a></p>
Fig. 114. T1–3. A in The 'red-tailed' Lasioglossum (Dialictus) (Hymenoptera: Halictidae) of the western Nearctic
Fig. 114. T1–3. A. Lasioglossum (D.) cactorum sp. nov., ♂, convex with rims strongly downcurved (arrows). B. L. (D.) clematisellum (Cockerell, 1904), ♂, flat. Scale bars: 1 mm.
Fig. 97. T1–3. A in The 'red-tailed' Lasioglossum (Dialictus) (Hymenoptera: Halictidae) of the western Nearctic
Fig. 97. T1–3. A. Lasioglossum (D.) cactorum sp. nov., ♀, with very narrow and abruptly downcurved apical rims and dense apical hair fringes. B. L. (D.) miltolepoides sp. nov., ♀, with broad, flat, slightly depressed apical rims and sparse apical hair fringes. Arrows point to approximate lengthwise center of apical rims. Scale bar: 1 mm.
Fig. 96. T1 anterior face. A in The 'red-tailed' Lasioglossum (Dialictus) (Hymenoptera: Halictidae) of the western Nearctic
Fig. 96. T1 anterior face. A. Lasioglossum (D.) testaceum (Robertson, 1897), ♀, acarinarial fan absent with erect hairs throughout. B. L. (D.) clastipedion sp. nov., ♀, acarinarial fan present but weak, with erect hairs restricted to lateral margins. Scale bars: 0.5 mm.
Fig. 95. T1 anterior face. A in The 'red-tailed' Lasioglossum (Dialictus) (Hymenoptera: Halictidae) of the western Nearctic
Fig. 95. T1 anterior face. A. Lasioglossum (D.) kunzei (Cockerell, 1898), ♀, shiny with weak and worn acarinarial fan. B. L. (D.) argammon sp. nov., ♀, weakly coriarious with sparse acarinarial fan. C. L. (D.) rufornatum sp. nov., ♀, strongly coriarious with dense and well-developed acarinarial fan. Arrows point to areas where microsculpture is most easily visible. Scale bar is 0.5 mm.
In vivo parameter maps for: Unconstrained quantitative magnetization transfer imaging: disentangling T1 of the free and semi-solid spin pools
<p>Quantitative magnetization transfer and relaxometry maps as described in the Paper <em>Unconstrained quantitative magnetization transfer imaging: disentangling T1 of the free and semi-solid spin pools</em>.</p> <p>.</p>
Fig. 37. Males, T1–T3, dorsal view. A in A review of the digger wasps (Insecta: Hymenoptera: Scoliidae) of Hong Kong, with description of one new species and a key to known species
Fig. 37. Males, T1–T3, dorsal view. A. Campsomeriella annulata annulata (Fabricius, 1793). B. Camps. collaris (Fabricius, 1775). C. Megacampsomeris sp. 1. D. Megacam. formosensis chinensis Betrem, 1941. E. Megacam. prismatica (Smith, 1855). F. Phalerimeris phalerata phalerata (de Saussure, 1858). G. Sericocampsomeris flavomaculata Gupta & Jonathan, 1989.
Fig. 36. Females, T1–T3, dorsal view. A. Scolia binotata Fabricius, 1804. B in A review of the digger wasps (Insecta: Hymenoptera: Scoliidae) of Hong Kong, with description of one new species and a key to known species
Fig. 36. Females, T1–T3, dorsal view. A. Scolia binotata Fabricius, 1804. B. Sc. binotata orange var. C. Sc. clypeata pseudovollenhoveni Betrem, 1933. D. Sc. pakshaoensis sp. nov., holotype (CAS). E. Sc. superciliaris de Saussure & Sichel, 1864.
Fig. 33. Males, T1–T3, lateral view. A in A review of the digger wasps (Insecta: Hymenoptera: Scoliidae) of Hong Kong, with description of one new species and a key to known species
Fig. 33. Males, T1–T3, lateral view. A. Campsomeriella annulata annulata (Fabricius, 1793). B. Camps. collaris (Fabricius, 1775). C. Megacampsomeris sp. 1. D. Megacam. formosensis chinensis Betrem, 1941. E. Megacam. prismatica (Smith, 1855). F. Phalerimeris phalerata phalerata (de Saussure, 1858). G. Sericocampsomeris flavomaculata Gupta & Jonathan, 1989.
Fig. 32. Females, T1–T3, lateral view. A. Scolia binotata Fabricius, 1804. B in A review of the digger wasps (Insecta: Hymenoptera: Scoliidae) of Hong Kong, with description of one new species and a key to known species
Fig. 32. Females, T1–T3, lateral view. A. Scolia binotata Fabricius, 1804. B. Sc. binotata orange var. C. Sc. clypeata pseudovollenhoveni Betrem, 1933. D. Sc. pakshaoensis sp. nov., holotype (CAS). E. Sc. superciliaris de Saussure & Sichel, 1864.
Fig. 31. Females, T1–T3, lateral view. A in A review of the digger wasps (Insecta: Hymenoptera: Scoliidae) of Hong Kong, with description of one new species and a key to known species
Fig. 31. Females, T1–T3, lateral view. A. Campsomeriella annulata annulata (Fabricius, 1793). B. Camps. collaris (Fabricius, 1775). C. Megacampsomeris formosensis chinensis Betrem, 1941. D. Phalerimeris phalerata phalerata (de Saussure, 1858). E. Austroscolia ruficeps ruficeps (Smith, 1855). F. Carinoscolia junnanensis (Betrem, 1928). G. Liacos erythrosoma (Burmeister, 1854). H. Megascolia azurea (Christ, 1791).
Fig. 38. Males, T1–T3, dorsal view. A in A review of the digger wasps (Insecta: Hymenoptera: Scoliidae) of Hong Kong, with description of one new species and a key to known species
Fig. 38. Males, T1–T3, dorsal view. A. Carinoscolia junnanensis (Betrem, 1928). B. Liacos erythrosoma (Burmeister, 1854). C. Megascolia azurea (Christ, 1791). D. Scolia binotata Fabricius, 1804. E. Sc. laeviceps Smith, 1855. F. Sc. pakshaoensis sp. nov., paratype (CBC). G. Sc. superciliaris de Saussure & Sichel, 1864.
Fig. 34. Males, T1–T3, lateral view. A in A review of the digger wasps (Insecta: Hymenoptera: Scoliidae) of Hong Kong, with description of one new species and a key to known species
Fig. 34. Males, T1–T3, lateral view. A. Carinoscolia junnanensis (Betrem, 1928). B. Liacos erythrosoma (Burmeister, 1854). C. Megascolia azurea (Christ, 1791). D. Scolia binotata Fabricius, 1804. E. Sc. laeviceps Smith, 1855. F. Sc. pakshaoensis sp. nov., paratype (CBC). G. Sc. superciliaris de Saussure & Sichel, 1864.
Fig. 35. Females, T1–T3, dorsal view. A in A review of the digger wasps (Insecta: Hymenoptera: Scoliidae) of Hong Kong, with description of one new species and a key to known species
Fig. 35. Females, T1–T3, dorsal view. A. Campsomeriella annulata annulata (Fabricius, 1793). B. Camps. collaris (Fabricius, 1775). C. Megacampsomeris formosensis chinensis Betrem, 1941. D. Phalerimeris phalerata phalerata (de Saussure, 1858). E. Austroscolia ruficeps ruficeps (Smith, 1855). F. Carinoscolia junnanensis (Betrem, 1928). G. Liacos erythrosoma (Burmeister, 1854). H. Megascolia azurea (Christ, 1791).
Figure 1. Trachypauropus cordatus. A. Habitus, ventral view. B. Antennae. C. Globulus, g. D. Bothriotrichia T1, E. T2, F. T3. G in First record of Trachypauropus cordatus (Scheller, 1974) (Tetramerocerata: Eurypauropodidae) in South America, with a summary of Pauropoda in Colombia
Figure 1. Trachypauropus cordatus. A. Habitus, ventral view. B. Antennae. C. Globulus, g. D. Bothriotrichia T1, E. T2, F. T3. G. Pygidial tergum, st = stylus, ap= anal plate (dorsal). H. end of pygidial tergum (dorsal). I. Pygidial sternum (ventral). Scale bar: 100 µm. / A. Hábito, vista ventral. B. Antena. C. Globulus, g. D. Botriotrichia T1, E. T2, F. T3. G. Tergo del pigidio (dorsal), st = stylo, ap= placa anal, H. parte final del tergo pigidal (dorsal). I. Esterno pigidial. Escala: 100 µm.
Lumbar Spine Vertebral Compression Fractures (VCFs) Dataset: MRI T1-Weighted Images for Benign and Malignant Classification
<p>This dataset was prepared for the study of classification of benign vertebral compression fractures (VCFs) secondary to osteoporosis and malignant VCFs secondary to neoplastic infiltration. The original study in which it was used aimed to assist in differentiating these conditions using three-dimensional radiomic techniques and artificial neural networks.</p> <p>This dataset was assembled from sagittal T1-weighted magnetic resonance imaging (MRI) scans of the lumbar spine obtained from consecutive patients diagnosed with benign or malignant VCFs at the University Hospital of the Ribeirão Preto Medical School (HCFMRP) between the years 2010 and 2019. The images were acquired using the Philips Achieva 1.5 T and 3 T MRI systems and were stored in the DICOM (Digital Imaging and Communications in Medicine) format.</p> <p>The compilation of the dataset followed a rigorous selection and filtering process. From the initial set of cases of vertebral fractures in the lumbar region, patients who had received prior treatment (such as chemotherapy, radiotherapy, or surgery), those with fractures of traumatic etiology, old fractures, patients under 18 years old, and cases of malignant fractures without biopsy confirmation were excluded. With these exclusions, the final set consists of 91 patients (36 men and 55 women, with a mean age of 64.24 ± 11.75 years), of which 47 have benign VCFs and 44 have malignant VCFs.</p> <p>For the segmentation of fractured vertebrae, the images were pre-processed by normalizing the intensity to 256 gray levels (0 to 255), and histogram equalization was applied to improve contrast. The vertebrae were semi-automatically segmented using the 3D Slicer software. Each segmentation was saved in the "nrrd" format, native to 3D Slicer. The entire segmentation process, as well as the definition and application of exclusion criteria, were supervised by a senior radiologist with 20 years of experience in musculoskeletal radiology.</p> <p>The structure of this dataset includes, in addition to the DICOM exams, a directory containing the requantized images to 256 gray levels in the "nrrd" format and another with the segmentation files in the "seg.nrrd" format. A spreadsheet with detailed information about each patient's class, sex, age, and which vertebral bodies were segmented is also available. All DICOM files in this dataset have been anonymized to ensure patient privacy.</p> <p>This dataset was structured to provide a robust basis for the training and validation of machine learning models focused on the classification of vertebral compression fractures. It was designed to aid in the massive three-dimensional extraction of radiomic features, enabling the search for radiomic signatures capable of assisting radiologists in the accurate characterization of these fractures.</p> <p>For more information on how the dataset was created and used, please refer to the original article: <a href="https://link.springer.com/article/10.1007/s10278-023-00847-4" target="_blank" rel="noopener"><em>Chiari-Correia NS, Nogueira-Barbosa MH, Chiari-Correia RD, Azevedo-Marques PM. A 3D Radiomics-Based Artificial Neural Network Model for Benign Versus Malignant Vertebral Compression Fracture Classification in MRI. J Digit Imaging. 2023;36(4):1565-1577. doi:10.1007/s10278-023-00847-4</em></a></p>
Fig. 15. T1 in A revision of the simplex species group of the cleptoparasitic bee genus Triepeolus Robertson, 1901 (Hymenoptera: Apidae)
Fig. 15. T1 of female, dorsal view. A. Triepeolus apache sp. nov., paratype (AMNH). B. T. hirsutus sp. nov., paratype (AMNH). C. T. oblongimacula sp. nov., paratype (AMNH). D. T. rhododontus Cockerell, 1921 (AMNH). E. T. segregatus (Cockerell, 1900) (PCYU). F. T. shoshone sp. nov., paratype (PCYU PCYU-GS-07:2171).
ScienceDex guides
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Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.