Adapting Image‐Based Models for 1D Data via Spider Plot Transformation and Transfer Learning
A novel method enables the use of pretrained image‐based neural networks for complex 1D data, including Raman and mid‐infrared spectra, electrocardiograms, and mass spectrometry. 2D spider plots with false‐color fill enable transfer lerning, therefore enhancing data augmentation and model explainability across diverse spectral and time series datasets.
Azadeh Mokari+2 more
wiley +1 more source
Laryngeal Electromyography as a Predictive Factor in the Evolution of Unilateral Recurrent Paralysis Post-Thyroidectomy. [PDF]
Tarabichi S, Sarafoleanu C.
europepmc +1 more source
This study presents Hi‐LabSpermTracking, a long‐duration, expert‐annotated sperm motility dataset for detection and tracking. It evaluates You Only Look Once version 8, Real‐Time Detection Transformer, and Simple Online and Realtime Tracking with a Deep Association Metric in three scenarios. The mean ensemble method improves tracking performance. Sperm
Abdulsamet Aktas+5 more
wiley +1 more source
Respiratory contributions to birdsong-evolutionary considerations and open questions. [PDF]
Goller F.
europepmc +1 more source
Flexible Strain Sensor Enabled by Back Propagation Neural Network for Gesture Recognition
By combining 3D printing with microfluidics, a flexible strain sensor has been developed in a convenient, safe, and effective way. Consisting of a conductive microfiber with a polyurethane shell and a liquid metal core, the sensor exhibits excellent conductivity and stretchability.
Yikai Wu+4 more
wiley +1 more source
National Trends in Treatment of Acute Unilateral Vocal Fold Paralysis at Tertiary Care Voice Centers. [PDF]
Ring S+10 more
europepmc +1 more source
Effect of Hearing Aids on Phonation and Perceived Voice Qualities. [PDF]
Hengen J, Hammarström IL, Stenfelt S.
europepmc +1 more source
The Functional Capacity of the Upper Airway in Older Adults with Chronic Stroke. [PDF]
Prados-Román E+6 more
europepmc +1 more source
Getting one-ton, phone-booth-sized optic modules into the world`s largest laser
S Yakuma, E.L. Grasz
openalex +1 more source
What do the voice-related parameters tell us? The multiparametric index scores, cepstral-based methods, patient-reported outcomes, and durational measurements. [PDF]
Gölaç H+4 more
europepmc +1 more source