28 citations · 31 across the 3 of their papers we have counts for
3 papers
cs.CL2023★ 28 cited
Towards Generalist Biomedical AI
Tao Tu, Shekoofeh Azizi, Danny Driess +29
Medicine is inherently multimodal, with rich data modalities spanning text, imaging, genomics, and more. Generalist biomedical artificial intelligence (AI) systems that flexibly en…
q-bio.GN2022
Knowledge distillation for fast and accurate DNA sequence correction
Anastasiya Belyaeva, Joel Shor, Daniel E. Cook +11
Accurate genome sequencing can improve our understanding of biology and the genetic basis of disease. The standard approach for generating DNA sequences from PacBio instruments rel…
q-bio.GN2019★ 3 cited
Learning from Data-Rich Problems: A Case Study on Genetic Variant Calling
Ren Yi, Pi-Chuan Chang, Gunjan Baid +1
Next Generation Sequencing can sample the whole genome (WGS) or the 1-2% of the genome that codes for proteins called the whole exome (WES). Machine learning approaches to variant…