Surpassing GPT-4 Medical Coding with a Two-Stage Approach

Autor: Yang, Zhichao, Batra, Sanjit Singh, Stremmel, Joel, Halperin, Eran

Recent advances in large language models (LLMs) show potential for clinical applications, such as clinical decision support and trial recommendations. However, the GPT-4 LLM predicts an excessive number of ICD codes for medical coding tasks, leading

Externí odkaz: http://arxiv.org/abs/2311.13735

Learning a Fuzzy Hyperplane Fat Margin Classifier with Minimum VC dimension

Autor: Jayadeva, Batra, Sanjit Singh, Sabharwal, Siddarth

The Vapnik-Chervonenkis (VC) dimension measures the complexity of a learning machine, and a low VC dimension leads to good generalization. The recently proposed Minimal Complexity Machine (MCM) learns a hyperplane classifier by minimizing an exact bo

Externí odkaz: http://arxiv.org/abs/1501.02432

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Accurate assembly of the olive baboon (Papio anubis) genome using long-read and Hi-C data.

Autor: Batra, Sanjit Singh¹ (AUTHOR), Levy-Sakin, Michal² (AUTHOR), Robinson, Jacqueline³ (AUTHOR), Guillory, Joseph⁴ (AUTHOR), Durinck, Steffen^4,5 (AUTHOR), Vilgalys, Tauras P⁶ (AUTHOR), Kwok, Pui-Yan^2,3 (AUTHOR), Cox, Laura A^7,8 (AUTHOR), Seshagiri, Somasekar⁴ (AUTHOR), Song, Yun S^1,9,10 (AUTHOR), Wall, Jeffrey D³ (AUTHOR) jeff.wall@ucsf.edu

Publikováno v: GigaScience. Dec2020, Vol. 9 Issue 12, p1-11. 11p.

Predicting the effect of CRISPR-Cas9-based epigenome editing.

Autor: Batra SS; Equally contributing authors.; Computer Science Division, University of California, Berkeley, CA 94720., Cabrera A; Equally contributing authors.; Department of Bioengineering, Rice University, TX 77005., Spence JP; Equally contributing authors.; Department of Genetics, Stanford University, CA 94305., Goell J; Department of Bioengineering, Rice University, TX 77005., Anand SS; Systems, Synthetic, and Physical Biology Graduate Program, Rice University, TX 77005., Hilton IB; Department of Bioengineering, Rice University, TX 77005.; Systems, Synthetic, and Physical Biology Graduate Program, Rice University, TX 77005., Song YS; Computer Science Division, University of California, Berkeley, CA 94720.; Department of Statistics, University of California, Berkeley, CA 94720.

Publikováno v: BioRxiv : the preprint server for biology [bioRxiv] 2024 Oct 16. Date of Electronic Publication: 2024 Oct 16.