Brett Beaulieu-Jones,Samuel G Finlayson, Corey Chivers, Irene Chen, Matthew McDermott, Jaz Kandola,Adrian V Dalca,Andrew Beam, Madalina Fiterau, Tristan Naumann

JAMA NETWORK OPEN, no. 10 (2019)

Cited by5WOSBibtex

Learning to Estimate Nutrition Facts from Food Descriptions

Hadi Amiri,Andrew Beam, Isaac S. Kohane

AMIA, (2019)

EIBibtex

Learning Contextual Hierarchical Structure of Medical Concepts with Poincairé Embeddings to Clarify Phenotypes

Brett K. Beaulieu-Jones,Isaac S. Kohane,Andrew L. Beam

Biocomputing-Pacific Symposium on Biocomputing, (2019): 8-17

Cited by2EIWOSBibtex

Factors associated with clinical inertia in type 2 diabetes mellitus patients treated with metformin monotherapy

Uri Kartoun,Kristy Iglay,R Ravi Shankar,Andrew Beam,Larry Radican, Arnaub Chatterjee, Jennifer K Pai,Stanley Shaw

CURRENT MEDICAL RESEARCH AND OPINION, no. 12.0 (2019): 2063-2070

WOSBibtex

Adversarial attacks on medical machine learning

Samuel G. Finlayson, John D. Bowers, Joichi Ito,Jonathan L. Zittrain,Andrew L. Beam,Isaac S. Kohane

Science, no. 6433 (2019): 1287-1289

Cited by102Bibtex

Beyond multidrug resistance: Leveraging rare variants with machine and statistical learning models in Mycobacterium tuberculosis resistance prediction

Michael L Chen, Akshith Doddi, Jimmy Royer, Luca Freschi,Marco Schito, Matthew Ezewudo,Isaac S Kohane,Andrew Beam,Maha Farhat

EBioMedicine, (2019): 356-369

WOSBibtex

Practical guidance on artificial intelligence for health-care data

Marzyeh Ghassemi,Tristan Naumann,Peter Schulam,Andrew L Beam, Irene Y Chen,Rajesh Ranganath

The Lancet. Digital health, no. 4 (2019)

WOSBibtex

f(1Feature Extraction for Phenotyping from Semantic and Knowledge Resources

Wenxin Ning, Stephanie Chan,Andrew Beam, Ming Yu,Alon Geva,Katherine Liao,Mary Mullen,Kenneth D Mandl,Isaac Kohane,Tianxi Cai,Sheng Yu

Journal of Biomedical Informatics, (2019): 103122

Cited by5WOSEIBibtex

Concordance between gene expression in peripheral whole blood and colonic tissue in children with inflammatory bowel disease

Nathan P Palmer, Jocelyn A Silvester, Jessica J Lee,Andrew L Beam, Inbar Fried,Vladimir I Valtchinov, Fedik Rahimov,Sek Won Kong, Saum Ghodoussipour, Helen C Hood,Athos Bousvaros,Richard J Grand

PloS one, no. 10 (2019)

WOSBibtex

Automated Grouping of Medical Codes via Multiview Banded Spectral Clustering

Luwan Zhang, Yichi Zhang, Tianrun Cai, Yuri Ahuja, Zeling He, Yuk-Lam Ho,Andrew Beam,Kelly Cho,Robert Carroll,Joshua Denny,Isaac Kohane,Katherine Liao

Journal of Biomedical Informatics, (2019): 103322

Cited by1WOSEIBibtex

Deep Learning Predicts Tuberculosis Drug Resistance Status from Whole-Genome Sequencing Data

Michael L. Chen, Akshith Doddi, Jimmy Royer, Luca Freschi,Marco Schito, Matthew Ezewudo,Isaac S. Kohane,Andrew L. Beam,Maha R. Farhat

bioRxiv, pp.275628-20, (2018)

Cited by1Bibtex

Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data

Andrew L. Beam, Benjamin Kompa, Inbar Fried,Nathan Palmer, Xu Shi,Tianxi Cai,Isaac S. Kohane

arXiv: Computation and Language, (2018)

Cited by1Bibtex

Artificial intelligence in healthcare

Kun-Hsing Yu,Andrew L. Beam,Isaac S. Kohane

NATURE BIOMEDICAL ENGINEERING, no. 10.0 (2018): 719.0-731

Cited by150Bibtex

Development of an Algorithm to Identify Patients with Physician-Documented Insomnia

Uri Kartoun, Rahul Aggarwal,Andrew L Beam,Jennifer K Pai, Arnaub K Chatterjee,Timothy P Fitzgerald,Isaac S Kohane,Stanley Y Shaw

Scientific reports, no. 1 (2018): 7862

Cited by2WOSBibtex

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