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Deep learning framework for repurposing drugs nature.com/articles/d4157…

Prompt detection of #sepsis, the leading cause of death worldwide, is critical. In Patterns, a Cell Press journal Journal, Asst. Prof. Ping Zhang and colleagues share a deep-learning model for early prediction in the emergency department. cell.com/patterns/fullt…

New #AI tool for phenotypic drug discovery and drug repurposing, and its application of mining #COVID19 treatments. Full paper: rdcu.be/cezEK Nature Machine Intelligence @nresearchnews OSUengineering The Ohio State University College of Medicine The Graduate Center

The full paper is here: rdcu.be/cc2CP. Thanks Matthew Hutson for the story, patrick for the illustration, Kristen Fortney, and Yuan Luo for comments. Nature Machine Intelligence OSUengineering The Ohio State University College of Medicine OSU Translational Data Analytics Institute Ohio State News

Drug Repurposing: Expediting Discovery Through a Novel Algorithmic Framework managedhealthcareconnect.com/articles/drug-… Full paper: rdcu.be/cc2CP Thanks Mary Beth Nierengarten from First Report Managed Care

Online now: Interpretable Deep Learning for Automatic Diagnosis of 12-lead Electrocardiogram dlvr.it/Rxwcn3

Glad to co-author this paper for survival prediction. Great collaboration with Prof. @gyuanfan and the team at Michigan Research. Full paper: rdcu.be/cmVO6 OSUengineering The Ohio State University College of Medicine OSU Translational Data Analytics Institute Ohio State News

So thrilled that our paper on deep visual analytics of EHR data was highlighted in #AMIA2021 James Cimino's AMIA Year-in-Review. Paper: jmir.org/2020/9/e20645/ OSUengineering OSU Translational Data Analytics Institute The Ohio State University College of Medicine JMIR Publications AMIA

Our new tool on chemical-induced gene expression ranking (CIGER) and drug discovery for drug-resistant pancreatic cancer. OSUengineering OSU Translational Data Analytics Institute The Ohio State University College of Medicine The Graduate Center CUNY Research OxfordOncology

We are very honored and excited to receive the U.S. National Science Foundation CAREER Award. We will integrate deep learning algorithms and causal inference techniques to develop actionable methods for observational health data. OSUengineering OSU Translational Data Analytics Institute The Ohio State University College of Medicine nsf.gov/awardsearch/sh…

Many thanks Meggie for the detailed story of our NSF CAREER on AI for healthcare. Many thanks to all my amazing students, collaborators and mentors.

Our new paper on Diabetic Retinopathy (DR) Grading and Image Quality Estimation Challenge. We have released a DeepDRiD dataset containing 2,000 regular DR images (500 patients) and 256 ultra-widefield images (128 patients), both having DR quality and grading annotations.

Our new tool for clinical risk prediction to reduce the temporal data shift (such as patient population changes or data format changes after several years) on electronic health records. OSUengineering The Ohio State University College of Medicine OSU Translational Data Analytics Institute

Registration and abstract submission are now open for the DahShu 2024 Data Science Symposium, May 16-18, MSU. This year’s symposium will feature ten scientific sessions and four short courses from over 40 outstanding speakers. dahshu.wildapricot.org/DSDSS2024

So thrilled that our paper on treatment effect estimation for #sepsis personalized antibiotic prescribing was highlighted in #IS24 Dr.Yuan Luo 's AMIA Year-in-Review! pubmed.ncbi.nlm.nih.gov/37125081/ OSUengineering OSU Translational Data Analytics Institute The Ohio State University College of Medicine AMIA

In our Patterns, a Cell Press journal and AAAI papers, @ruoqiliu96 , Pin-Yu Chen, Lingfei Wu and I explore AI foundation models for treatment effect estimation and applications on comparative effectiveness. Many thanks, @EKCaldwell for the story. OSUengineering The Ohio State University College of Medicine OSU Translational Data Analytics Institute

In our SIGKDD 2025 paper, Changchang Pin-Yu Chen Bingsheng 'Arthur' Yao Dakuo Wang, Jeff and I explore human-centered AI for sepsis early prediction. Join our oral talk tomorrow at 4:30 pm Room 124-125 if you attend KDD this week. OSUengineering The Ohio State University College of Medicine OSU Translational Data Analytics Institute The Ohio State University Wexner Medical Center

Congrats Ruoqi Liu "Ohio State, where the top engineering program meets the top medical school in Columbus, has grown Ruoqi as a rising star in AI for healthcare" OSUengineering The Ohio State University College of Medicine OSU Translational Data Analytics Institute

So thrilled that NSF highlighted our paper on human-centered AI for #sepsis early prediction! Paper: pmc.ncbi.nlm.nih.gov/articles/PMC11… OSUengineering The Ohio State University Wexner Medical Center The Ohio State University College of Medicine OSU Translational Data Analytics Institute CSE

In our The Lancet Reg Health-Americas paper, Seungyeon Lee, Wenyu Song, David Bates, Richard Urman and I explore longitudinal co-prescription patterns of opioid and stimulant drugs and look for origins of “twin epidemic” of combining the two classes of drugs. Thanks Emily for the news.