output
19972025
most citedThe Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices

2.2k citations

81 papers

q-bio.GN2025

LCPan: efficient variation graph construction using Locally Consistent Parsing

Akmuhammet Ashyralyyev, Zülal Bingöl, Begüm Filiz Öz +5

Efficient and consistent string processing is critical in the exponentially growing genomic data era. Locally Consistent Parsing (LCP) addresses this need by partitioning an input…

cs.DB2025

The NIAID Discovery Portal: A Unified Search Engine for Infectious and Immune-Mediated Disease Datasets

Ginger Tsueng, Emily Bullen, Candice Czech +18

The NIAID Data Ecosystem Discovery Portal (https://data.niaid.nih.gov) provides a unified search interface for over 4 million datasets relevant to infectious and immune-mediated di…

stat.ME2025★ 4 cited

Retrospective score tests versus prospective score tests for genetic association with case-control data

Yukun Liu, Pengfei Li, Lei Song +2

Since the seminal work by Prentice and Pyke (1979), the prospective logistic likelihood has become the standard method of analysis for retrospectively collected case-control data,…

eess.IV2025★ 9 cited

Classification of Multi-Parametric Body MRI Series Using Deep Learning

Boah Kim, Tejas Sudharshan Mathai, Kimberly Helm +2

Multi-parametric magnetic resonance imaging (mpMRI) exams have various series types acquired with different imaging protocols. The DICOM headers of these series often have incorrec…

stat.AP2025

Estimating the Heritability of Longitudinal Rate-of-Change: Genetic Insights into PSA Velocity in Prostate Cancer-Free Individuals

Pei Zhang, Xiaoyu Wang, Jianxin Shi +1

Serum prostate-specific antigen (PSA) is widely used for prostate cancer screening. While the genetics of PSA levels has been studied to enhance screening accuracy, the genetic bas…

cs.CL2025★ 24 cited

Leveraging large language models for structured information extraction from pathology reports

Jeya Balaji Balasubramanian, Daniel Adams, Ioannis Roxanis +4

Background: Structured information extraction from unstructured histopathology reports facilitates data accessibility for clinical research. Manual extraction by experts is time-co…