Results 211 to 220 of about 539,097 (330)

A novel early diagnostic framework for chronic diseases with class imbalance. [PDF]

Sci Rep, 2022
Yuan X, Chen S, Sun C, Yuwen L.
europepmc   +1 more source

Physician‐Scientist Pipeline for Pediatric Rheumatology: The Current Landscape and Future Perspectives

Arthritis Care &Research, EarlyView.
Over the past 50 years, the science of pediatric rheumatology has grown exponentially due to an expansion in the understanding of complex rheumatic conditions and a surge in novel targeted therapeutics. Physician‐scientists in the field of pediatric rheumatology have played major roles in these advancements that have improved the care of children ...
Ekemini A. Ogbu, Linda T. Hiraki, Mara L. Becker   +2 more
wiley   +1 more source

The Harms of Class Imbalance Corrections for Machine Learning Based Prediction Models: A Simulation Study. [PDF]

Stat Med
Carriero A, Luijken K, de Hond A, Moons KGM, van Calster B, van Smeden M.   +5 more
europepmc   +1 more source

A study of dealing class imbalance problem with machine learning methods for code smell severity detection using PCA-based feature selection technique. [PDF]

Sci Rep, 2023
Rao RS, Dewangan S, Mishra A, Gupta M.
europepmc   +1 more source

A return to normality: A descriptive qualitative interview study exploring the patient experience of gout flare resolution

Arthritis Care &Research, Accepted Article.
Objectives While the definition of a gout flare is well established, the state of gout flare resolution has not yet been defined. This study aimed to explore patients’ experiences and perceptions of gout flare resolution. Methods Semi‐structured interviews were conducted with 24 people with gout, guided by open‐ended questions exploring their ...
Sarah Stewart, Anne Horne, Angelo Gaffo, Lisa K Stamp, N Lawrence Edwards, Nicola Dalbeth   +5 more
wiley   +1 more source

YOLOv8-TF: Transformer-Enhanced YOLOv8 for Underwater Fish Species Recognition with Class Imbalance Handling. [PDF]

Sensors (Basel)
Shah C, Nabi MM, Alaba SY, Ebu IA, Prior J, Campbell MD, Caillouet R, Grossi MD, Rowell T, Wallace F, Ball JE, Moorhead R.   +11 more
europepmc   +1 more source

Planar Solid‐State Nanopores Toward Scalable Nanofluidic Integration Based on CMOS Technology

Advanced Engineering Materials, EarlyView.
We present a scalable silicon‐based fabrication strategy for planar solid‐state nanopores to enable their integration with complex nanofluidic systems. Prototype devices demonstrate normal voltage‐current characteristics, good noise performance, and appreciable streaming currents. Our CMOS‐compatible fabrication process offers precise geometric control
Ngan Hoang Pham, Chenyu Wen, Mohammad Hadi Khaksaran, Won‐Yong Lee, Javier Cruz, Klas Hjort, Dongping Wu, Shi‐Li Zhang   +7 more
wiley   +1 more source

Comparative Performance of Class Imbalance Treatments in Random Forest for Social Engineering Classification

Ratih Hafsarah Maharrani, Laura Sari, Oman Somantri   +2 more
openalex   +1 more source

What Do Large Language Models Know About Materials?

Advanced Engineering Materials, EarlyView.
If large language models (LLMs) are to be used inside the material discovery and engineering process, they must be benchmarked for the accurateness of intrinsic material knowledge. The current work introduces 1) a reasoning process through the processing–structure–property–performance chain and 2) a tool for benchmarking knowledge of LLMs concerning ...
Adrian Ehrenhofer, Thomas Wallmersperger, Gianaurelio Cuniberti   +2 more
wiley   +1 more source

Comparative investigation of bagging enhanced machine learning for early detection of HCV infections using class imbalance technique with feature selection. [PDF]

PLoS One
Tusher EH, Ismail MA, Akib A, Gabralla LA, Ibrahim AO, Som HM, Remli MA.   +6 more
europepmc   +1 more source