M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions

Autor: Wang, Zheng, Teo, Shu Xian, Ouyang, Jieer, Xu, Yongjun, Shi, Wei

Retrieval-Augmented Generation (RAG) enhances Large Language Models (LLMs) by retrieving relevant memories from an external database. However, existing RAG methods typically organize all memories in a whole database, potentially limiting focus on cru

Externí odkaz: http://arxiv.org/abs/2405.16420

Correction to: Sample size estimation for randomised controlled trials with repeated assessment of patient-reported outcomes: what correlation between baseline and follow-up outcomes should we assume?

Autor: Stephen J. Walters, Richard M. Jacques, Inês Bonacho dos Anjos Henriques-Cadby, Jane Candlish, Nikki Totton, Mica Teo Shu Xian

Publikováno v: Trials, Vol 20, Iss 1, Pp 1-1 (2019)

Following publication of the original article [1], we have been notified that one of an error in the Conclusions section of the Abstract.

Externí odkaz: https://doaj.org/article/f261eb26ddc44b04855af0925ea491ff

Breakage fusion bridge cycles drive high oncogene copy number, but not intratumoral genetic heterogeneity or rapid cancer genome change.

Autor: Dehkordi SR; Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA., Wong IT; Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA.; Sarafan ChEM-H, Stanford University, Stanford, CA, USA., Ni J; Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215 USA.; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115 USA., Luebeck J; Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA.; Bioinformatics and Systems Biology Graduate Program, University of California San Diego, San Diego, CA, USA., Zhu K; Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA., Prasad G; Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA., Krockenberger L; Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA., Xu G; Plant Molecular and Cellular Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA., Chowdhury B; Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA., Rajkumar U; Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA., Caplin A; Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA., Muliaditan D; Laboratory of Precision Oncology and Cancer Evolution, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore., Coruh C; Plant Molecular and Cellular Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA.; ClearNote Health, San Diego, CA 92121 USA., Jin Q; Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine Northwestern University, Chicago, IL, USA., Turner K; Boundless Bio, San Diego, CA, USA., Teo SX; Singapore Nuclear Research and Safety Initiative, National University of Singapore., Pang AWC; Bionano Genomics, San Diego, CA92121, USA., Alexandrov LB; Moores Cancer Center, UC San Diego Health, La Jolla, CA, USA.; Department of Cellular and Molecular Medicine, University of California at San Diego, La Jolla, CA, USA.; Department of Bioengineering, University of California at San Diego, La Jolla, CA, USA., Chua CEL; Singapore Nuclear Research and Safety Initiative, National University of Singapore., Furnari FB; Department of Medicine, University of California at San Diego, La Jolla, CA, USA., Paulson TG; Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA., Law JA; Plant Molecular and Cellular Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA.; Division of Biological Sciences, University of California, San Diego, La Jolla, CA, 92093, USA., Chang HY; Center for Personal Dynamic Regulomes, Stanford University, Stanford, CA, USA.; Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA., Yue F; Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine Northwestern University, Chicago, IL, USA.; Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL, USA., DasGupta R; Laboratory of Precision Oncology and Cancer Evolution, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore., Zhao J; Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215 USA.; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115 USA., Mischel PS; Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA.; Sarafan ChEM-H, Stanford University, Stanford, CA, USA., Bafna V; Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA.; Halıcıoğlu Data Science Institute, University of California at San Diego, La Jolla, CA, USA.

Publikováno v: BioRxiv : the preprint server for biology [bioRxiv] 2023 Dec 13. Date of Electronic Publication: 2023 Dec 13.