Results 141 to 150 of about 35,332 (261)

LLM‐Based Scientific Assistants for Knowledge Extraction: Which Design Choices Matter?

Advanced Intelligent Discovery, EarlyView.
A comprehensive framework for optimizing Large Language Models in domain‐specific applications is introduced. The LLM Playground integrates Prompt Engineering, knowledge augmentation, and advanced reasoning strategies to enable systematic comparison of architectures and base models.
David Exler, Manuel Raimann, Marc Münker, Maxim Rosin, Joaquin E. Urrutia Gómez, Christof M. Niemeyer, Markus Reischl, Luca Rettenberger   +7 more
wiley   +1 more source

Real-World Survival Outcomes in EGFR-Mutant Advanced NSCLC Treated With EGFR TKIs: Insights From a Single-Center Clinical Data Warehouse Analysis in South Korea. [PDF]

Asia Pac J Clin Oncol
Kim B, Kang S, Huh I, Kim H.
europepmc   +1 more source

Gaussian Process Regression–Neural Network Hybrid with Optimized Redundant Coordinates: A New Simple Yet Potent Tool for Scientist's Machine Learning Toolbox

Advanced Intelligent Discovery, EarlyView.
A machine learning method, opt‐GPRNN, is presented that combines the advantages of neural networks and kernel regressions. It is based on additive GPR in optimized redundant coordinates and allows building a representation of the target with a small number of terms while avoiding overfitting when the number of terms is larger than optimal.
Sergei Manzhos, Manabu Ihara
wiley   +1 more source

Rotterdam Oncology Documentation (RONCDOC) - a high-quality data warehouse and tissue collection for head and neck cancer. [PDF]

BMC Cancer
Hoesseini A, Dronkers EAC, Dieleman E, De Herdt MJ, Wieringa MH, van Velthuysen MF, Offerman MPJ, Sewnaik A, Monserez D, Keereweer S, Hardillo JAU, Baatenburg de Jong RJ.   +11 more
europepmc   +1 more source

Harnessing Digital Microstructure for Simulation‐Guided Optimization of Permanent Magnets

Advanced Intelligent Discovery, EarlyView.
An experimental‐to‐computational workflow is presented that transforms experimental 3D focused ion beam‐scanning electron microscopy data into a simulation‐ready digital microstructure for multiphase functional materials. Using heavy‐rare‐earth‐free Nd–Fe–B magnets as a model system, the approach quantifies grain connectivity across complex secondary ...
Nikita Kulesh, Anton Bolyachkin, Hajime Nakamura, Tadakatsu Ohkubo, Hossein Sepehri‐Amin   +4 more
wiley   +1 more source

DATA 5.0-Data Acquisition, Translation & Analysis-a prospective urooncological data warehouse for the 21st century. [PDF]

Front Digit Health
Schütz V, Geisler C, Rath M, Böning S, Treber T, Stenzinger A, Brobeil A, Reinhard O, Duensing A, Duensing S, Hohenfellner M, Görtz M.   +11 more
europepmc   +1 more source

Toward Predictable Nanomedicine: Current Forecasting Frameworks for Nanoparticle–Biology Interactions

Advanced Intelligent Discovery, EarlyView.
Predictive models successfully screen nanoparticles for toxicity and cellular uptake. Yet, complex biological dynamics and sparse, nonstandardized data limit their accuracy. The field urgently needs integrated artificial intelligence/machine learning, systems biology, and open‐access data protocols to bridge the gap between materials science and safe ...
Mariya L. Ivanova, Michael Nicholls, Nicola Russo, Gueorgui Mihaylov, Konstantin Nikolic   +4 more
wiley   +1 more source

Predicting fatal opioid-involved overdoses: A social-ecological framework matched to a linked-data warehouse. [PDF]

Int J Drug Policy
Bayly R, Cordes J, Bernson D, Ackerson LK, LaRochelle MR, Hassan GH, Bauer CX, Stopka TJ.   +7 more
europepmc   +1 more source

Cell Segmentation Beyond 2D—A Review of the State‐of‐the‐Art

Advanced Intelligent Discovery, EarlyView.
Cell segmentation underpins many biological image analysis tasks, yet most deep learning methods remain limited to 2D despite the inherently 3D nature of cellular processes. This review surveys segmentation approaches beyond 2D, comparing 2.5D and fully 3D methods, analyzing 31 models and 32 volumetric datasets, and introducing a unified reference ...
Fabian Schmeisser, Haseeb Muhammad, Junaid Younas, Gillian Lovell, Bianca Migliori, Andreas Dengel, Sheraz Ahmed   +6 more
wiley   +1 more source

MDRepo-an open data warehouse for community-contributed molecular dynamics simulations of proteins. [PDF]

Nucleic Acids Res
Roy A, Ward E, Choi I, Cosi M, Edgin T, Hughes TS, Islam MS, Khan AM, Kolekar A, Rayl M, Robinson I, Sarando P, Skidmore E, Swetnam TL, Wall M, Xu Z, Yung ML, Merchant N, Wheeler TJ.   +18 more
europepmc   +1 more source