日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

How important is domain-specific language model pretraining and instruction finetuning for biomedical relation extraction?

领域特定语言模型预训练和指令微调对于生物医学关系抽取有多重要?

Brokman, Aviv; Kavuluru, Ramakanth

Comparison of pipelines, seq2seq models, and LLMs for rare disease information extraction

比较用于罕见病信息提取的流程、seq2seq模型和LLM

Gupta, Shashank; Ai, Xuguang; Jiang, Yuhang; Kavuluru, Ramakanth

A survey of NLP methods for oncology in the past decade with a focus on cancer registry applications

过去十年肿瘤学领域自然语言处理方法综述,重点关注癌症登记应用

Hands, Isaac; Kavuluru, Ramakanth

A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs for a Natural Language Processing System for COVID-19 or Postacute Sequelae of SARS CoV-2 Infection: Algorithm Development and Validation

来自国家 COVID-19 队列合作组织和 COVID 研究以增强康复计划的开放健康自然语言处理工具包案例演示:用于 COVID-19 或 SARS-CoV-2 感染后急性期后遗症的自然语言处理系统:算法开发和验证

Wen, Andrew; Wang, Liwei; He, Huan; Fu, Sunyang; Liu, Sijia; Hanauer, David A; Harris, Daniel R; Kavuluru, Ramakanth; Zhang, Rui; Natarajan, Karthik; Pavinkurve, Nishanth P; Hajagos, Janos; Rajupet, Sritha; Lingam, Veena; Saltz, Mary; Elowsky, Corey; Moffitt, Richard A; Koraishy, Farrukh M; Palchuk, Matvey B; Donovan, Jordan; Lingrey, Lora; Stone-DerHagopian, Garo; Miller, Robert T; Williams, Andrew E; Leese, Peter J; Kovach, Paul I; Pfaff, Emily R; Zemmel, Mikhail; Pates, Robert D; Guthe, Nick; Haendel, Melissa A; Chute, Christopher G; Liu, Hongfang

An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)

基于电子健康记录的临床研究的开放式自然语言处理(NLP)框架:以国家新冠队列合作组织(N3C)为例进行案例演示

Liu, Sijia; Wen, Andrew; Wang, Liwei; He, Huan; Fu, Sunyang; Miller, Robert; Williams, Andrew; Harris, Daniel; Kavuluru, Ramakanth; Liu, Mei; Abu-El-Rub, Noor; Schutte, Dalton; Zhang, Rui; Rouhizadeh, Masoud; Osborne, John D; He, Yongqun; Topaloglu, Umit; Hong, Stephanie S; Saltz, Joel H; Schaffter, Thomas; Pfaff, Emily; Chute, Christopher G; Duong, Tim; Haendel, Melissa A; Fuentes, Rafael; Szolovits, Peter; Xu, Hua; Liu, Hongfang

Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis

基于Transformer辅助子语言分析的双向编码器表示在家族史信息词汇获取中的应用

Wang, Liwei; He, Huan; Wen, Andrew; Moon, Sungrim; Fu, Sunyang; Peterson, Kevin J; Ai, Xuguang; Liu, Sijia; Kavuluru, Ramakanth; Liu, Hongfang

End-to-End Models for Chemical-Protein Interaction Extraction: Better Tokenization and Span-Based Pipeline Strategies

化学-蛋白质相互作用提取的端到端模型:更优的标记化和基于跨度的流水线策略

Ai, Xuguang; Kavuluru, Ramakanth

Risk and Outcome of Breakthrough COVID-19 Infections in Vaccinated Patients With Cancer: Real-World Evidence From the National COVID Cohort Collaborative

接种疫苗的癌症患者发生突破性 COVID-19 感染的风险和结局:来自国家 COVID 队列合作研究的真实世界证据

Song, Qianqian; Bates, Benjamin; Shao, Yu Raymond; Hsu, Fang-Chi; Liu, Feifan; Madhira, Vithal; Mitra, Amit Kumar; Bergquist, Timothy; Kavuluru, Ramakanth; Li, Xiaochun; Sharafeldin, Noha; Su, Jing; Topaloglu, Umit

International electronic health record-derived post-acute sequelae profiles of COVID-19 patients

基于国际电子健康记录的COVID-19患者急性后期后遗症概况

Zhang, Harrison G; Dagliati, Arianna; Shakeri Hossein Abad, Zahra; Xiong, Xin; Bonzel, Clara-Lea; Xia, Zongqi; Tan, Bryce W Q; Avillach, Paul; Brat, Gabriel A; Hong, Chuan; Morris, Michele; Visweswaran, Shyam; Patel, Lav P; Gutiérrez-Sacristán, Alba; Hanauer, David A; Holmes, John H; Samayamuthu, Malarkodi Jebathilagam; Bourgeois, Florence T; L'Yi, Sehi; Maidlow, Sarah E; Moal, Bertrand; Murphy, Shawn N; Strasser, Zachary H; Neuraz, Antoine; Ngiam, Kee Yuan; Loh, Ne Hooi Will; Omenn, Gilbert S; Prunotto, Andrea; Dalvin, Lauren A; Klann, Jeffrey G; Schubert, Petra; Vidorreta, Fernando J Sanz; Benoit, Vincent; Verdy, Guillaume; Kavuluru, Ramakanth; Estiri, Hossein; Luo, Yuan; Malovini, Alberto; Tibollo, Valentina; Bellazzi, Riccardo; Cho, Kelly; Ho, Yuk-Lam; Tan, Amelia L M; Tan, Byorn W L; Gehlenborg, Nils; Lozano-Zahonero, Sara; Jouhet, Vianney; Chiovato, Luca; Aronow, Bruce J; Toh, Emma M S; Wong, Wei Gen Scott; Pizzimenti, Sara; Wagholikar, Kavishwar B; Bucalo, Mauro; Cai, Tianxi; South, Andrew M; Kohane, Isaac S; Weber, Griffin M

Toward informatics-enabled preparedness for natural hazards to minimize health impacts of climate change

利用信息技术提高应对自然灾害的准备能力,以最大限度地减少气候变化对健康的影响

Phuong, Jimmy; Riches, Naomi O; Calzoni, Luca; Datta, Gora; Duran, Deborah; Lin, Asiyah Yu; Singh, Ramesh P; Solomonides, Anthony E; Whysel, Noreen Y; Kavuluru, Ramakanth