In this study, we developed a deep learning method for mitotic figure counting in H&E‐stained whole‐slide images and evaluated its prognostic impact in 13 external validation cohorts from seven different cancer types. Patients with more mitotic figures per mm2 had significantly worse patient outcome in all the studied cancer types except colorectal ...
Joakim Kalsnes +32 more
wiley +1 more source
Fusion of EEG feature extraction and CNN-MSTA transformer emotion recognition classification model. [PDF]
Chu W, Wen H, Liu H, Zhang X, Guo J.
europepmc +1 more source
Single‐molecule DNA flow‐stretch assays for high‐throughput DNA–protein interaction studies
We describe an optimised single‐molecule DNA flow‐stretch assay that visualises DNA–protein interactions in real time. Linear DNA fragments are tethered to a surface and stretched by buffer flow for fluorescence imaging. Using λ and φX174 DNA, this protocol enhances reproducibility and accessibility, providing a versatile approach for studying diverse ...
Ayush Kumar Ganguli +8 more
wiley +1 more source
Feature extraction tool using temporal landmarks in arterial blood pressure and photoplethysmography waveforms. [PDF]
Pal R +5 more
europepmc +1 more source
An improved feature extraction algorithm for EEG-based driving fatigue recognition. [PDF]
Geng X +6 more
europepmc +1 more source
A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis. [PDF]
Scabini L +5 more
europepmc +1 more source
A hybrid feature extraction framework combining PCA and mutual information for gene expression based lung cancer classification. [PDF]
Shah SNA, Issar K, Parveen R.
europepmc +1 more source
Noise-Resilient Bioacoustics Feature Extraction Methods and Their Implications on Audio Classification Performance: Systematic Review. [PDF]
Owino G, Shibwabo B.
europepmc +1 more source
Enhanced spectro-temporal feature extraction for prosthetic control using variational mode decomposition. [PDF]
Shafiq U +9 more
europepmc +1 more source

