Results 161 to 170 of about 16,300 (303)

Sampling Strategy: An Overlooked Factor Affecting Artificial Intelligence Prediction Accuracy of Peptides’ Physicochemical Properties

Advanced Intelligent Discovery, EarlyView.
This study reveals that sampling strategy (i.e., sampling size and approach) is a foundational prerequisite for building accurate and generalizable AI models in peptide discovery. Reaching a threshold of 7.5% of the total tetrapeptide sequence space was essential to ensure reliable predictions.
Meiru Yan, Ankeer Abuduhebaier, Haojin Zhou, Jiaqi Wang   +3 more
wiley   +1 more source

PERSISTENT STAGING AREA MODELS FOR DATA WAREHOUSES [PDF]

Issues in Information Systems, 2012
V. Jovanovic, I. Bojicic, C. Knowles, M. Pavlic   +3 more
doaj  

Progression trajectories of chronic overlapping pain conditions unveiled across two large clinical data warehouses. [PDF]

Pain
Li H, Fan JW, Baldwin E, Luo W, Zhou J, Hooten WM.   +5 more
europepmc   +1 more source

Advancing Efficient Error Reduction in DNA Data Storage Systems with Deep Learning‐Based Denoising Models

Advanced Intelligent Discovery, EarlyView.
Deep learning‐based denoising models are applied to DNA data storage systems to enhance error reduction and data fidelity. By integrating DnCNN with DNA sequence encoding methods, the study demonstrates significant improvements in image quality and correction of substitution errors, revealing a promising path toward robust and efficient DNA‐based ...
Seongjun Seo, Anshula Tandon, Nguyen Kim Uyen, Quoc Nam Le, Jee‐Hyong Lee, Sung Ha Park   +5 more
wiley   +1 more source

Federated Analysis With Differential Privacy in Oncology Research: Longitudinal Observational Study Across Hospital Data Warehouses. [PDF]

JMIR Med Inform
Ryffel T, Créquit P, Baillet M, Paumier J, Marfoq Y, Girardot O, Chanet T, Sy R, Bayssat L, Mazières J, Vuiblet V, Ancel J, Dewolf M, Margraff F, Bachot C, Chmiel J.   +15 more
europepmc   +1 more source

Real‐Time Multicolor Fluorescence Microscopy via Cross‐Channel Acquisition and Deep‐Learning‐Based Inference

Advanced Intelligent Discovery, EarlyView.
Sequential multicolor fluorescence imaging in dynamic microsystems is constrained by acquisition speed and excitation dose. This study introduces a real‐time framework to reconstruct spectrally separated channels from reduced cross‐channel acquisitions (frames containing mixed spectral contributions).
Juan J. Huaroto, Yuxin Jin, Nicholas Roy, Sarthak Misra   +3 more
wiley   +1 more source

"Goldmine" or "big mess"? An interview study on the challenges of designing, operating, and ensuring the durability of Clinical Data Warehouses in France and Belgium. [PDF]

J Am Med Inform Assoc
Priou S, Kempf E, Jankovic M, Lamé G.
europepmc   +1 more source

The Data Traffic and Data Warehouses Store Managing and Controlling

, 2014
The new technology provides a number of problems, such as protection and security, better switch between towers and networks, the accelerating rate of technology improvements.
Altaher, Asmahan M.
core  

Self‐Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers

Advanced Intelligent Discovery, EarlyView.
A low‐cost, self‐driving laboratory is developed to democratize autonomous materials discovery. Using this "frugal twin" hardware architecture with Bayesian optimization, the platform rapidly converges to target lower critical solution temperature (LCST) values while self‐correcting from off‐target experiments, demonstrating an accessible route to data‐
Guoyue Xu, Renzheng Zhang, Tengfei Luo
wiley   +1 more source