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Biomedical research yields a wealth of information, much of which is only accessible through the literature. Consequently, literature search is an essential tool for building on prior knowledge in clinical and biomedical research. Although…

Information Retrieval · Computer Science 2024-04-10 Qiao Jin , Robert Leaman , Zhiyong Lu

With an exponentially growing number of scientific papers published each year, advanced tools for exploring and discovering publications of interest are becoming indispensable. To empower users beyond a simple keyword search provided e.g.…

Information Retrieval · Computer Science 2017-06-27 Franziska Horn

A new clinical literature search engine, called CupQ, is presented. It aims to help clinicians stay updated with medical knowledge. Although PubMed is currently one of the most widely used digital libraries for biomedical information, it…

Digital Libraries · Computer Science 2021-02-23 Jesse Wang , Henry Kautz

PubMed's current search interface makes it tedious to systematically search for medical and research literature on drugs that could potentially be used to treat a given pathology, including patients with genetically altered tumors. This is…

Digital Libraries · Computer Science 2024-12-18 David Massart , Marc Zeicher

Despite the success of PubMed and other search engines in managing the massive volume of biomedical literature and the retrieval of individual publications, grant-related data remains scattered and relatively inaccessible. This is…

We present ClinicalTrialsHub, an interactive search-focused platform that consolidates all data from ClinicalTrials.gov and augments it by automatically extracting and structuring trial-relevant information from PubMed research articles.…

Computation and Language · Computer Science 2026-03-20 Jiwoo Park , Ruoqi Liu , Avani Jagdale , Andrew Srisuwananukorn , Jing Zhao , Lang Li , Ping Zhang , Sachin Kumar

In this fast developing world of information, the amount of medical knowledge is rising at an exponential level. The UMLS (Unified Medical Language Systems), is rich knowledge base consisting files and software that provides many health and…

Computers and Society · Computer Science 2016-12-23 Nareena Soomro , Safeeulah Soomro , Zainab Alansari , Suhni Abbasi , Mohammad Riyaz Belgaum , Abdul Baqi Khakwani

Research publications are the primary vehicle for sharing scientific progress in the form of new discoveries, methods, techniques, and insights. Unfortunately, the lack of a large-scale, comprehensive, and easy-to-use resource capturing the…

Artificial Intelligence · Computer Science 2023-05-22 Kian Ahrabian , Xinwei Du , Richard Delwin Myloth , Arun Baalaaji Sankar Ananthan , Jay Pujara

Currently, most people use PubMed to search the MEDLINE database, an important bibliographical information source for life science and biomedical information. However, PubMed has some drawbacks that make it difficult to find relevant…

Information Retrieval · Computer Science 2015-09-01 James Z. Wang , Yuanyuan Zhang , Liang Dong , Lin Li , Pradip K Srimani , Philip S. Yu

The number of biomedical research articles published has doubled in the past 20 years. Search engine based systems naturally center around searching, but researchers may not have a clear goal in mind, or the goal may be expressed in a query…

Digital Libraries · Computer Science 2017-10-25 Jessica Perrie , Yanqi Hao , Zack Hayat , Recep Colak , Kelly Lyons , Shankar Vembu , Sam Molyneux

Digital libraries maintain extensive collections of knowledge and need to provide effective access paths for their users. For instance, PubPharm, the specialized information service for Pharmacy in Germany, provides and develops access…

Information Retrieval · Computer Science 2025-09-15 Hermann Kroll , Pascal Sackhoff , Bill Matthias Thang , Christin Katharina Kreutz , Wolf-Tilo Balke

The increasing rate at which scientific knowledge is discovered and health claims shared online has highlighted the importance of developing efficient fact-checking systems for scientific claims. The usual setting for this task in the…

Computation and Language · Computer Science 2024-02-06 Juraj Vladika , Florian Matthes

A significant and growing number of published scientific articles is found to involve fraudulent practices, posing a serious threat to the credibility and safety of research in fields such as medicine. We propose Pub-Guard-LLM, the first…

Computation and Language · Computer Science 2025-08-22 Lihu Chen , Shuojie Fu , Gabriel Freedman , Cemre Zor , Guy Martin , James Kinross , Uddhav Vaghela , Ovidiu Serban , Francesca Toni

Social and behavioral scientists increasingly aim to study how humans interact, collaborate, and make decisions alongside artificial intelligence. However, the experimental infrastructure for such work remains underdeveloped: (1) few…

Human-Computer Interaction · Computer Science 2025-10-16 Crystal Qian , Vivian Tsai , Michael Behr , Nada Hussein , Léo Laugier , Nithum Thain , Lucas Dixon

Keeping track of the ever-increasing body of scientific literature is an escalating challenge. We present PubTree a hierarchical search tool that efficiently searches the PubMed/MEDLINE dataset based upon a decision tree constructed using…

Information Retrieval · Computer Science 2017-02-28 William Rowe , Paul D. Dobson , Bede Constantinides , Mark Platt

Biomedical data is inherently multimodal, consisting of electronic health records, medical imaging, digital pathology, genome sequencing, wearable sensors, and more. The application of artificial intelligence tools to these multifaceted…

Machine Learning · Computer Science 2024-08-26 Shentong Mo , Paul Pu Liang

Deep learning (DL) has remarkably impacted several different scientific disciplines over the last few years. E.g., in image processing and analysis, DL algorithms were able to outperform other cutting-edge methods. Additionally, DL has…

Image and Video Processing · Electrical Eng. & Systems 2022-05-19 Jan Egger , Christina Gsaxner , Antonio Pepe , Kelsey L. Pomykala , Frederic Jonske , Manuel Kurz , Jianning Li , Jens Kleesiek

PubTator 3.0 (https://www.ncbi.nlm.nih.gov/research/pubtator3/) is a biomedical literature resource using state-of-the-art AI techniques to offer semantic and relation searches for key concepts like proteins, genetic variants, diseases, and…

Computation and Language · Computer Science 2024-01-23 Chih-Hsuan Wei , Alexis Allot , Po-Ting Lai , Robert Leaman , Shubo Tian , Ling Luo , Qiao Jin , Zhizheng Wang , Qingyu Chen , Zhiyong Lu

As Large Language Models (LLMs) become widely accessible, a detailed understanding of their knowledge within specific domains becomes necessary for successful real world use. This is particularly critical in the domains of medicine and…

There has been rapid growth in biomedical literature, yet capturing the heterogeneity of the bibliographic information of these articles remains relatively understudied. Although graph mining research via heterogeneous graph neural networks…

Machine Learning · Computer Science 2023-08-28 Eric W Lee , Joyce C Ho
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