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
To reconnect or not reconnect distal Purkinje fibers, that is the question when modeling the Purkinje fiber network. [PDF]
Bayer JD +4 more
europepmc +1 more source
Improved early ventricular performance with a right ventricle to pulmonary artery conduit in stage 1 palliation for hypoplastic left heart syndrome: evidence from strain Doppler echocardiography [PDF]
Marina Hughes
openalex +1 more source
ABSTRACT This study presents the case of a child with multiple congenital anomalies, severe hypotonia, and profound bilateral sensorineural hearing loss. Functional bioenergetic assessments showed no significant mitochondrial respiratory defects, and riboflavin (Rf) status evaluation excluded a deficiency in Rf transporters as a cause of hearing loss ...
Piero Leone +13 more
wiley +1 more source
Blueprint of the distinct metabolite profiles of healthy pig heart chambers. [PDF]
Haikonen R +9 more
europepmc +1 more source
ABSTRACT Gastrointestinal defects and immunodeficiency syndrome 1 (GIDID1) is a rare autosomal recessive disorder caused by biallelic variants in TTC7A. GIDID1 is characterized by a broad clinical spectrum ranging from very early‐onset inflammatory bowel disease (VEOIBD) to multiple intestinal atresia (MIA) with or without immunological manifestations.
Julia Imhoff +8 more
wiley +1 more source
Increased contractility affects left ventricular kinetic energy in pulmonary hypertension. [PDF]
Bergström E +8 more
europepmc +1 more source
Relative Heart Ventricle Mass and Cardiac Performance in Amphibians
Gregory J. Kluthe
openalex +2 more sources
Cardiovascular defects associated with abnormalities in midline development in the Loop-tail mouse mutant [PDF]
Anderson, RH +6 more
core +1 more source

