Correction: Understanding overfitting in random forest for probability estimation: a visualization and simulation study. [PDF]
Barreñada L+4 more
europepmc +1 more source
In this study, a computational pipeline is developed to systematically evaluate the conformational stability, disulfide bond reduction state, and aggregation and degradation tendencies of an anticancer VHH‐Fc fusion antibody. Based on the mechanistic insights, antibody variants with enhanced stability and increased yield are successfully designed. This
Yuan Fang+10 more
wiley +1 more source
Comparative analysis of heart disease prediction using logistic regression, SVM, KNN, and random forest with cross-validation for improved accuracy. [PDF]
Rimal Y+5 more
europepmc +1 more source
Reviewer #1 (Public Review): Lipid discovery enabled by sequence statistics and machine learning
Priya M. Christensen+7 more
openalex +1 more source
Novel Electroactive Therapeutic Platforms for Cardiac Arrhythmia Management
Electroactive platforms offer promising applications in cardiac arrhythmia. Based on their energy sources and mechanisms, electroactive platforms are categorized into i) direct electrical stimulation, ii) self‐powered electroactive systems, iii) physical stimuli‐mediated electroactive systems, and iv) conductive systems, and their applications in ...
Juwei Yang+4 more
wiley +1 more source
Synthetic gene circuits regulated by bezafibrate are developed to express tumor antigens and PD‐L1 nanobody (PD‐L1nb), enhancing cancer immunotherapy. Delivered via HEK293T cells, ESCs, or directly injected the plasmids containing the circuit into the tumor, the circuits reduce tumor growth, boost CD8+ T cells, and minimize T cell exhaustion.
Meiling Jin+3 more
wiley +1 more source
Machine learning analysis of factors contributing to hypotension after lumbosacral epidural anaesthesia in dogs undergoing abdominal surgery. [PDF]
Parreño CM, Giles D, Corletto F.
europepmc +1 more source
AlphaFold‐Guided Bespoke Gene Editing Enhances Field‐Grown Soybean Oil Contents
An AlphaFold‐guided method is developed to functionally optimize soybean sugar transporters and achieve bespoke gene editing of GmSWEET10a/b to improve oil content in an elite soybean cultivar in multi‐year, multi‐site field trials. The combination of AI‐guided protein design and gene editing may unlock a huge potential to improve the genetic trait de ...
Jie Wang+22 more
wiley +1 more source
Machine learning-driven imaging data for early prediction of lung toxicity in breast cancer radiotherapy. [PDF]
Ungvári T+6 more
europepmc +1 more source
Interference Pattern Caused by Bilateral Bone Conduction Stimulation Impairs Sound Localization
This work explores how crosstalk‐induced wave interference affects bone conduction (BC) sound localization. Using a theoretical model, cadaveric vibrometry, and psychoacoustic tests, atypical BC lateralization patterns are revealed that contradict air conduction (AC) principles.
Liu‐Jie Ren+7 more
wiley +1 more source