bioRxivScientific Communication & EducationPreprint
SciReader*: A Cloud-based Recommender System for Biomedical Literature
Priya Desai, Natalie Telis, Ben Lehmann, Keith Bettinger, Jonathan K. Pritchard, Somalee Datta
Abstract
With the growing number of biomedical papers published each year, keeping up with relevant literature has become increasingly important, and yet more challenging. SciReader (www.scireader.com) is a cloud-based personalized recommender system that specifically aims to assist biomedical researchers and clinicians identify publications of interest to them. SciReader uses topic modeling and other machine learning algorithms to provide users with recommendations that are recent, relevant, and of high quality1.
- research focus: database / resource
- research focus: software / tool
- approach: machine learning (classical)
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- SciRide Finder : citation-based paradigm in biomedical literature search.
Adam Volanakis, Konrad Krawczyk·Scientific ReportsPeer-reviewed·Apr 12, 2018
- Adjutant: an R-based tool to support topic discovery for systematic and literature reviews
Anamaria Crisan, Tamara Munzner, Jennifer L. Gardy·BioinformaticsPeer-reviewed·Aug 22, 2018
- SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search
Tom Hope, Jason Portenoy, … Jevin D. West·bioRxiv·May 23, 2020
- SKiM - A generalized literature-based discovery system for uncovering novel biomedical knowledge from PubMed
Kalpana Raja, John Steill, … Ron M. Stewart·bioRxiv·Oct 16, 2020
- Multi-Model LLM Architectures for Personalized Summarization and Relevance Ranking in Biomedical Literature
Avinash Pandey, Alexey S. Kuznetsov, Snehasis Mukhopadhyay·bioRxiv·Jul 29, 2025
- Serial KinderMiner (SKiM) Discovers and Annotates Biomedical Knowledge Using Co-Occurrence and Transformer Models
Robert J. Millikin, Kalpana Raja, … Ron M. Stewart·BMC BioinformaticsPeer-reviewed·Nov 1, 2023