Dental & Oral Health AI Archive (pre-1930)
收藏资源简介：
This is not a scattered collection of articles. This is the written record of dentistry's transformation from a technical craft to a scientific profession, from hand‑crafted fillings to radiography, from tooth extractions to preventive oral hygiene. <p><br/></p> Five journals. 95,763 rows. 45 years of dental history (1885‑1930). Cleaned. Structured. Bias‑audited. <p><br/></p> **Included publications:** <p><br/></p> **American Dental Association Journal (1913‑1930)** – The official voice of American dentistry – Professional standards, ethics, education reform, public health policy <p><br/></p> **American Academy of Dental Science Transactions (1889‑1900)** – Clinical case reports, surgical techniques, prosthetic dentistry – Includes anthropological discussion of pre‑Columbian skulls (bias‑audited) <p><br/></p> **Dental Digest (1885‑1930)** – Practical clinical articles, case studies, practice management – The working dentist's journal <p><br/></p> **Journal of Dental Research (1919‑1930)** – The first scientific journal devoted to dental research – Foundational papers on dental materials, oral pathology, and histology <p><br/></p> **Oral Hygiene / Dental Economics (1911‑1930)** – Practice management, patient education, public health campaigns – The business of dentistry <p><br/></p> **Use this archive to:** <p><br/></p> - Train dental AI models on a century of clinical case reports, surgical techniques, and treatment outcomes - Extract dental entities: fractures, fillings, prosthetics, oral diseases, anesthesia methods, dental materials - Study the evolution of dental education, professional ethics, and practice management - Support research in dental materials science, prosthodontics, periodontics, and preventive dentistry - Analyze public oral health campaigns from the early 20th century <p><br/></p> All content is professionally OCR‑cleaned, structured as JSONL, and bias‑audited with historical context notices. 100% public domain (pre‑1930). Snowflake‑optimized. Ready for LLM pre-training, fine‑tuning, and dental NLP. <p><br/></p> 💡 **Example Cortex AI Agent Prompts:** To evaluate the specialized stomatological signal and semantic reach of this historical dental and oral health archive, consumers can issue the following queries directly to the agent: <p><br/></p> 1. "Analyze late 19th-century clinical case reports detailing the surgical management, antiseptic protocols, and long-term outcomes of severe alveolar abscesses and maxillofacial necrosis." 2. "Trace the early evolution of restorative dentistry materials science, specifically focusing on the clinical debates surrounding the safety, preparation, and durability of early dental amalgams prior to 1910." 3. "Summarize the historical development of early orthodontic methodologies, structural appliance designs, and pioneering treatments for malocclusion documented before 1925." <p><br/></p> Total rows: 95,763 Time period: 1885‑1930 Journals: 5 <p><br/></p>
数据集概述：Dental & Oral Health AI Archive (pre-1930)
提供方: Devin Media Corp.
数据规模与时间范围:
- 总行数: 95,763 行
- 时间跨度: 1885 年至 1930 年
- 收录期刊: 5 种
内容描述: 该数据集收录了 5 种口腔医学领域旗舰期刊的历史文章，覆盖了口腔医学从技术手艺向科学专业转型的关键时期（1885-1930）。所有内容均经过专业的 OCR 清洗、结构化处理、偏见审计，并附带历史背景说明。数据为 100% 公共领域内容（1930 年前），已针对 Snowflake 优化，格式为 JSONL，适用于大语言模型预训练、微调及口腔医学 NLP 任务。
收录的五种期刊:
- American Dental Association Journal (1913-1930): 聚焦专业标准、伦理、教育改革和公共卫生政策。
- American Academy of Dental Science Transactions (1889-1900): 包含临床病例报告、外科技术、修复牙科，以及前哥伦布时期头骨的人类学讨论（已进行偏见审计）。
- Dental Digest (1885-1930): 面向执业牙医的实用临床文章、案例研究和实践管理。
- Journal of Dental Research (1919-1930): 首个专注于牙科研究的科学期刊，包含牙科材料、口腔病理学和组织学的基础性论文。
- Oral Hygiene / Dental Economics (1911-1930): 涵盖实践管理、患者教育、公共卫生运动和牙科商业。
业务需求与应用场景:
- 模型开发: 用于训练牙科专用大语言模型，支持临床诊断、治疗方案规划、牙科材料研究等。
- 实体识别: 可提取骨折类型、填充材料、口腔疾病、麻醉方法等牙科实体，进行高精度命名实体识别。
- 文本摘要: 利用完整临床病例报告与研究文章，训练模型生成精炼的临床摘要。
- 研究分析: 支持牙科材料科学、修复学、牙周病学、预防牙科等领域研究，以及分析 20 世纪初的公共口腔卫生活动。
数据特性:
- 预处理: 专业 OCR 清洗、结构化、偏见审计。
- 格式: JSONL。
- 更新频率: 每年。
- 交付方式: 安全共享。
- 类别: AI & ML, 健康与生命科学。
