cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/m5w-j3e-pdg
title: Monodonta Lamarck, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wys-0sy-3va
title: Anadara subglobosa (Kobelt, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ha7-na4-9b5
title: Cochlostoma auritum (Rossmässler, 1837)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/151-6te-ers
title: Neritidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9rr-69m-w92
title: Echinolittorina millegrana (R. A. Philippi, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cf8-tqa-sy3
title: Laevicardium crassum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t1y-ewq-fp7
title: Aequipecten commutatus (Monterosato, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wsy-bsd-nqg
title: Acanthocardia tuberculata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zjt-svj-clr
title: Cochlostoma septemspirale septemspirale (Razoumowsky, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1et-ppm-w4q
title: Littorina fabalis (W. Turton, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1j7-qqj-404
title: Calliostoma zizyphinum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/783-x0p-ncs
title: Calliostoma gubbiolii Nofroni, 1984

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dvf-w18-chq
title: Cochlostoma septemspirale (Razoumowsky, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r7r-rc0-cfx
title: Rochia nilotica (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wwk-tfd-f5e
title: Tegula excavata (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2qe-0te-56s
title: Kruppomenia minima Nierstrasz, 1903

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/28h-bq7-f45
title: Littorina littorea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sx4-c8b-91g
title: Tectura virginea (O. F. Müller, 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6kw-9b8-dd2
title: Fragum scruposum (Deshayes, 1855)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6y1-4zs-0m0
title: Sulfurina behniana (L. Pfeiffer, 1859)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mx6-y3y-vz1
title: Patella depressa Pennant, 1777

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/th5-49j-ebx
title: Cellana testudinaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zdg-pfp-enk
title: Micrelenchus tenebrosus (A. Adams, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6xc-teh-0x7
title: Trochus rota Dunker, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qpj-bmq-418
title: Littorina obtusata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m3c-wem-ck9
title: Bolinus brandaris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yk1-l6s-rp4
title: Trochus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5lz-l8s-3kr
title: Steromphala cineraria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/88f-z4q-8yl
title: Steromphala albida (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/987-x4s-gn1
title: Sinum concavum (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3w5-rpz-bdl
title: Poirieria zelandica (Quoy & Gaimard, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h70-v9f-763
title: Parvicardium vroomi van Aartsen, Menkhorst & Gittenberger, 1984

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bsf-25w-7z7
title: Haliotis asinina Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jhy-489-e0f
title: Venus nux Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36c-ffq-mgd
title: Cochlostoma henricae henricae (Strobel, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gal-f5v-ql7
title: Valvata sincera Say, 1824

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kv3-qyw-4zl
title: Polyplacophora Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fvj-4rz-ea4
title: Gibbula Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jy6-e18-88q
title: Cochlostoma erika (A. J. Wagner, 1906)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rha-9h1-x3k
title: Trochidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yl3-lzp-1hd
title: Cyclophorus woodianus (I. Lea, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ke0-wf5-gqa
title: Farcimoides orbignyi (L. Pfeiffer, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cek-1ey-v50
title: Trochus erithreus Brocchi, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ff4-ggs-4pc
title: Nerita sanguinolenta Menke, 1829

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0rc-tre-gz6
title: Coptocheilus A. Gould, 1862

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4fq-7a8-5lb
title: Scutus anatinus (Donovan, 1820)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6we-pjk-wm1
title: Emarginula fissura (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hbp-6b1-a93
title: Nerita litterata Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1n6-bh3-5jy
title: Arion ater rufus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ln0-4sk-jvq
title: Umbonium giganteum (Lesson, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0yh-zkl-3y1
title: Trivia arctica (Pulteney, 1799)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e4g-7gq-wy2
title: Hexaplex kuesterianus (Tapparone Canefri, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ynb-hj6-hfj
title: Mactra glabrata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y6l-dkq-mm7
title: Bractechlamys corallinoides (A. d'Orbigny, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r2s-jcj-g4k
title: Talochlamys multistriata (Poli, 1795)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sm3-8yj-4ga
title: Bolinus brandaris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8kk-rqy-xjv
title: Turbo chrysostomus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/10j-80z-ksk
title: Patella rustica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xwk-wzr-1ka
title: Jujubinus montagui (W. Wood, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ag4-f30-qjj
title: Valvata cristata O. F. Müller, 1774

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mk8-bts-rt0
title: Trochus intextus Kiener, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pca-vqw-1yb
title: Littoraria articulata (R. A. Philippi, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zar-ad6-5mw
title: Euchelus asper (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bm5-fhv-fz5
title: Smaragdia viridis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x2z-29h-387
title: Drupina grossularia (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gtm-2aq-dj3
title: Haliotis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ywz-leh-hfa
title: Venus casina Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x45-jdy-yfk
title: Jujubinus exasperatus (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xqb-123-djb
title: Trochus maculatus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3my-stv-50p
title: Leptopoma leucorhaphe E. von Martens, 1863

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eh8-jqd-kk9
title: Dikoleps cutleriana (W. Clark, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8t4-95j-rht
title: Cytora cytora (J. E. Gray, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qj0-8ln-87j
title: Gibbula magus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sql-vf6-a9v
title: Clanculus plebejus (R. A. Philippi, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qe8-h32-w6m
title: Tricolia tenuis (Michaud, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zcl-pbs-sgc
title: Maurea punctulata (Martyn, 1784)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ae5-9kk-hg5
title: Aperostoma cingulatum (G. B. Sowerby I, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qpg-xbq-nck
title: Timoclea ovata (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ka-rec-sma
title: Incidostoma popayanum (I. Lea, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/99g-6lc-8ak
title: Puncturella noachina (Linnaeus, 1771)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bnf-40x-xtb
title: Ceratostoma nuttalli (Conrad, 1837)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nry-6qg-w2a
title: Bractechlamys corallinoides (A. d'Orbigny, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0v1-yhx-jr6
title: Morula chrysostoma (Deshayes, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3qg-mzc-2wg
title: Septaria porcellana (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mxl-3az-g7t
title: Vitta zebra (Bruguière, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qyq-14r-ngn
title: Turbo marmoratus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n6q-9r3-4pk
title: Stramonita Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vlf-f0y-nv5
title: Cyclophorus perdix (Broderip & G. B. Sowerby I, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gqb-m2c-9m4
title: Cochlostoma tessellatum griseum (Mousson, 1859)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j34-cpd-e6y
title: Cornu aspersum (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ltl-5mp-wxk
title: Irus irus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pfd-pec-wkv
title: Ctenoides scaber (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qgj-65y-84v
title: Drupella rugosa (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cje-qqw-wk0
title: Nerita plicata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gdb-rgg-6gm
title: Gouldia minima (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cq9-1sg-j09
title: Clanculus pharaonius (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hbz-he3-6jv
title: Cyclophorus perdix perdix (Broderip & G. B. Sowerby I, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0jh-dfh-yzp
title: Tegula patagonica (A. d'Orbigny, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xt2-w2p-xv5
title: Neritidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t8y-feq-c61
title: Turritellidae Lovén, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4s1-sp4-5x7
title: Turritella torulosa Kiener, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tx5-3fs-1gn
title: Phorcus atratus (W. Wood, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wlx-4sd-hxs
title: Lottia antillarum G. B. Sowerby I, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a69-qln-8cs
title: Steromphala cineraria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lk7-0er-c9d
title: Fissurella nubecula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mf2-xb0-dxs
title: Hexaplex angularis (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z4d-70v-5a1
title: Sansonia Jousseaume, 1892

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3vv-a6c-xct
title: Parviturbo Pilsbry & T. L. McGinty, 1945

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bhj-07n-qpp
title: Steromphala cineraria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xd2-1ya-r1j
title: Orthalicidae E. von Martens, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8l4-659-3rt
title: Vittina gagates (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/320-4t7-y60
title: Ocenebra edwardsii (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sts-19z-pp4
title: Murex tribulus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9wp-e7a-w54
title: Turbo sparverius Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/djr-s60-gbc
title: Timoclea ovata (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/302-6tg-c0f
title: Tectarius coronatus Valenciennes, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3lz-gy2-nka
title: Vittina turrita (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/flw-hn7-4gf
title: Neripteron auriculatum (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ehz-mlk-6w4
title: Discurria insessa (Hinds, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pe1-l4d-92z
title: Trochidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xws-w16-vr8
title: Lucidella lirata (L. Pfeiffer, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0a8-e58-8hw
title: Steromphala divaricata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ha-g8c-ym2
title: Austrolittorina antipodum (R. A. Philippi, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16817298
title: Enhanced clinical cases dataset on hepato-pancreato-biliary with refined diagnoses and supporting evidence

description: Real and comprehensive clinical cases play a critical role in the clinical applicability of large language models (LLMs). The ClinBench-HPB dataset collects 337 real-world clinical cases of hepato-pancreato-biliary (HPB) diseases, sourced from journals, websites, and hospitals. These cases include patients’ chief complaints, present illness, past medical history, signs, laboratory tests, imaging findings, imaging impressions, and clinical diagnoses. However, we identified labeling errors, omissions, and redundancies in clinical diagnoses. To address this, we performed a case-by-case review, correcting the clinical diagnoses and providing supporting evidence. The improved dataset can be used for training and evaluation of LLMs in HPB-specific tasks. Importantly, the added supporting evidence can be structured as chains of thought (CoT), enabling the assessment and improvement of the reasoning ability and interpretability of LLMs, while mitigating hallucination generation and enhancing medical safety. Furthermore, as a collection of real-world clinical cases annotated with expert-level clinical diagnoses and supporting evidence, the enhanced dataset serves as a paradigm for advancing specialized disease datasets and medical LLMs in other clinical domains.
DOI: 10.3535/bqj-tf2-1wp
title: Littorina obtusata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qhs-ama-9eh
title: Scutellastra barbara (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16817297
title: Enhanced clinical cases dataset on hepato-pancreato-biliary with refined diagnoses and supporting evidence

description: Real and comprehensive clinical cases play a critical role in the clinical applicability of large language models (LLMs). The ClinBench-HPB dataset collects 337 real-world clinical cases of hepato-pancreato-biliary (HPB) diseases, sourced from journals, websites, and hospitals. These cases include patients’ chief complaints, present illness, past medical history, signs, laboratory tests, imaging findings, imaging impressions, and clinical diagnoses. However, we identified labeling errors, omissions, and redundancies in clinical diagnoses. To address this, we performed a case-by-case review, correcting the clinical diagnoses and providing supporting evidence. The improved dataset can be used for training and evaluation of LLMs in HPB-specific tasks. Importantly, the added supporting evidence can be structured as chains of thought (CoT), enabling the assessment and improvement of the reasoning ability and interpretability of LLMs, while mitigating hallucination generation and enhancing medical safety. Furthermore, as a collection of real-world clinical cases annotated with expert-level clinical diagnoses and supporting evidence, the enhanced dataset serves as a paradigm for advancing specialized disease datasets and medical LLMs in other clinical domains.
DOI: 10.3535/e6x-5g4-jtx
title: Nerita Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/75m-47n-dkq
title: Neritidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pg3-z5b-rh0
title: Aequipecten commutatus (Monterosato, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1j8-8ez-ag9
title: Papillicardium papillosum (Poli, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ne-33c-rr2
title: Cepaea nemoralis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.