Gautam S. Sabnis

Most-cited papers

1. The Mouseion at the JAXlibrary The Mouseion at the JAXlibrary

   Keith S. Sheppard, Justin Gardin, Gautam S. Sabnis, Asaf Peer +5 more

   67 citations

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2. Action detection using a neural network elucidates the genetics of mouse grooming behavior

   Brian Q. Geuther, Asaf Peer, Hao He, Gautam S. Sabnis +2 more

   2020bioRxiv60 citations Open access

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3. A machine-vision-based frailty index for mice

   Leinani E. Hession, Gautam S. Sabnis, G. Churchill, Vivek Kumar

   2021Nature Aging35 citations Open access

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4. Gait-level analysis of mouse open field behavior using deep learning-based pose estimation

   Keith S. Sheppard, Justin Gardin, Gautam S. Sabnis, Asaf Peer +5 more

   2020bioRxiv13 citations Open access

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5. Visual detection of seizures in mice using supervised machine learning

   Gautam S. Sabnis, Leinani E. Hession, J. Mahoney, Arie Mobley +2 more

   2024bioRxiv11 citations Open access

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6. A Divide and Conquer Strategy for High Dimensional Bayesian Factor Models

   Gautam S. Sabnis, D. Pati, Barbara Engelhardt, N. Pillai

   20167 citations

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7. Machine vision based frailty assessment for genetically diverse mice

   Gautam S. Sabnis, G. Churchill, Vivek Kumar

   2024bioRxiv6 citations Open access

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8. A high-throughput machine vision-based univariate scale for pain and analgesia in mice

   Gautam S. Sabnis, Leinani E. Hession, Kyungin Kim, Jacob A. Beierle +1 more

   2023bioRxiv6 citations Open access

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9. Visual detection of seizures in mice using supervised machine learning

   Gautam S. Sabnis, Leinani E. Hession, J. Mahoney, Arie Mobley +3 more

   2025Cell Reports Methods3 citations Open access

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10. Highly accurate and precise determination of mouse mass using computer vision

    Malachy Guzman, Brian Q. Geuther, Gautam S. Sabnis, Vivek Kumar

    2024Patterns2 citations Open access

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11. Highly Accurate and Precise Determination of Mouse Mass Using Computer Vision

    Malachy Guzman, Brian Q. Geuther, Gautam S. Sabnis, Vivek Kumar

    2023bioRxiv1 citations Open access

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12. Compressed Covariance Estimation with Automated Dimension Learning

    Gautam S. Sabnis, D. Pati, A. Bhattacharya

    20191 citations Open access

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13. Bayesian variable selection in linear regression models with instrumental variables.

    Gautam S. Sabnis, Yves F. Atchad'e, Prosper Dovonon

    20191 citations

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14. Integrating supervised and unsupervised machine learning for behavior segmentation reveals latent frailty signatures and improves aging clocks in isogenic and outbred mice

    Gautam S. Sabnis, Dustin M. Miao, Vivek Kumar

    2026bioRxiv0 citations Open access

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15. An automated machine vision-based index for Rett Syndrome provides a generalizable framework for modeling rare disease therapeutics

    M. Berger, Matthew Simon, Gautam S. Sabnis, Cathleen M. Lutz +1 more

    2026bioRxiv0 citations Open access

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16. Genotype-dependent behavioral signatures of opioid withdrawal revealed by automated behavioral quantification

    Jacob A. Beierle, Gautam S. Sabnis, Vivek Kumar

    2026bioRxiv0 citations Open access

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17. Machine vision-based frailty assessment for genetically diverse mice

    Gautam S. Sabnis, Gary A. Churchill, Vivek Kumar

    2025GeroScience0 citations Open access

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18. Author response: Action detection using a neural network elucidates the genetics of mouse grooming behavior

    Brian Q. Geuther, Asaf Peer, Hao He, Gautam S. Sabnis +2 more

    20210 citations Open access

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19. Mouse Grooming Detection Annotated Dataset

    Brian Q. Geuther, Asaf Peer, Hao He, Gautam S. Sabnis +1 more

    20210 citations

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20. Compressed Covariance Estimation with Automated Dimension Learning

    Gautam S. Sabnis, D. Pati, A. Bhattacharya

    2017Sankhya A0 citations Open access

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21. Divide-and-conquer for covariance matrix estimation

    Gautam S. Sabnis, D. Pati, B. Engelhardt, N. Pillai

    20160 citations

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