Accelerating Hyperparameter Tuning in Machine Learning for Alzheimer's Disease With High Performance Computing. [PDF]
Zhang F +4 more
europepmc +1 more source
Both cg12821679MAPRE3 methylation and MAPRE3 expression are significantly associated with overall survival (OS) of non‐small cell lung cancer. Meanwhile, MAPRE3 expression significantly modified the effect of smoking cessation on OS. Smoking cessation benefits OS merely for patients with high MAPRE3 expression.
Chao Chen +14 more
wiley +1 more source
Scale-up Unlearnable Examples Learning with High-Performance Computing. [PDF]
Zhu Y +10 more
europepmc +1 more source
Radiotherapy (RT) response depends on the DNA repair capacity of tumor and host cells. We show that circulating tumor cell (CTC) counts and apoptosis rates before and after RT predict treatment response and outcome, which can be accessed via easily accessible liquid biopsy approaches. Created in BioRender. Wikman, H.
Yvonne Goy +10 more
wiley +1 more source
Integration of nested cross-validation, automated hyperparameter optimization, high-performance computing to reduce and quantify the variance of test performance estimation of deep learning models. [PDF]
Calle P +12 more
europepmc +1 more source
Perspective of drug design with high-performance computing. [PDF]
Li Z, Li H, Yu K, Luo HB.
europepmc +1 more source
A urine‐based digital PCR assay targeting two hotspot TERT promoter variants detected bladder cancer with high sensitivity and no false positives in this case–control cohort. The streamlined AbsoluteQ workflow outperformed Sanger sequencing and supports non‐invasive molecular testing for bladder cancer detection.
Anna Nykel +12 more
wiley +1 more source
New Frontiers in High Performance Computing and Big Data
At the International Research Workshop on Advanced High Performance Computing Systems held in Cetraro in July 2016 a wide spectrum of topics on new developments related to the solution of compute intensive and large scale problems were discussed.
core
ComPRePS 2.0: Enabling Massive-Scale Distributed Computing on High-Performance Computing Cluster for Histopathological Data Processing. [PDF]
Kumar SKC +8 more
europepmc +1 more source
High Performance Computing PP-Distance Algorithms to Generate X-ray Spectra from 3D Models. [PDF]
González C +7 more
europepmc +1 more source

