Adapting Image‐Based Models for 1D Data via Spider Plot Transformation and Transfer Learning
Advanced Intelligent Systems, EarlyView.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
Reply to "Down-to-Earth" is Imperative! On the Problems of Landscape-Ecological Regionalisation by Means of Multivariate Statistical Methods Friedrich Weller (Ravensburg, Germany) in DIE ERDE 2009, 140:113-125 [PDF]
, 2011 Winfried Schröder
openalex +1 more source
Precise Real‐Time Measurement of Liquid Viscosity Using Digital Video Data
Advanced Intelligent Systems, EarlyView.Frame‐by‐frame image similarity analysis is employed to obtain the viscosity of moving liquids in real time. The method allows for online implementation even in harsh environments, replacing complex and invasive experiments. Quantitative knowledge of liquid viscosity is of fundamental importance in many areas of materials synthesis and processing ...
Zhiwen Pan +7 more
wiley +1 more source
A Modular Approach to Asymmetric Mg(I) Complexes Using a Unique Cyclopentadienyl Mg(I) Complex
Angewandte Chemie, EarlyView.Like changing the tire of a car: The synthesis of a unique MgI complex with a Cp* ligand enabled facile ligand exchange by salt metathesis, giving access to a first aryloxide‐stabilized MgI complex. This concept paves the way for the syntheses of a large variety of asymmetric MgI dimers in which one of the MgI centres is stabilized by a non‐nitrogen ...
Hannah Stecher +6 more
wiley +2 more sources
Confessions of a Poverty Researcher: My Journey Through the Foothills of Scholarship
Australian Journal of Social Issues, EarlyView.ABSTRACT This paper describes the key events, experiences and ideas that influenced the author's career as a poverty researcher. He describes how his early disillusion with economics was replaced by a spark of interest in social issues and how his migration from the UK to Australia in the mid‐1970s provided the impetus to begin what became a lifetime ...
Peter Saunders
wiley +1 more source
Annals of Neurology, EarlyView.Objective Tofersen is the first effective and approved therapy for superoxide dismutase 1 (SOD1)‐associated amyotrophic lateral sclerosis (ALS [SOD1‐ALS]). Following treatment with tofersen, neurofilament levels in patients' cerebrospinal fluid (CSF) and serum seem to respond earlier than clinical parameters.
Christina Steffke +36 more
wiley +1 more source
Global DNA-methylation in quantitative epigenetics: orbitrap mass spectrometry. [PDF]
Front Mol BiosciOtto JFM +5 more
europepmc +1 more source
Annals of Neurology, EarlyView.Objective Autophagy is a fundamental biological pathway with vital roles in intracellular homeostasis. During autophagy, defective cargoes including mitochondria are targeted to lysosomes for clearance and recycling. Recessive truncating variants in the autophagy gene EPG5 have been associated with Vici syndrome, a severe early‐onset neurodevelopmental
Hormos Salimi Dafsari +140 more
wiley +1 more source
A meta-learning framework to mitigate negative transfer in transfer learning applicable to drug design. [PDF]
Sci RepMera A, Vogt M, Bajorath J.
europepmc +1 more source