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Criteria for the translation of radiomics into clinically useful tests
EP Huang, JPB O'Connor, LM McShane… - Nature reviews Clinical …, 2023 - nature.com
Computer-extracted tumour characteristics have been incorporated into medical imaging
computer-aided diagnosis (CAD) algorithms for decades. With the advent of radiomics, an …
computer-aided diagnosis (CAD) algorithms for decades. With the advent of radiomics, an …
A comprehensive survey of regulatory network inference methods using single cell RNA sequencing data
Gene regulatory network is a complicated set of interactions between genetic materials,
which dictates how cells develop in living organisms and react to their surrounding …
which dictates how cells develop in living organisms and react to their surrounding …
Multi-omics data integration using ratio-based quantitative profiling with Quartet reference materials
Abstract Characterization and integration of the genome, epigenome, transcriptome,
proteome and metabolome of different datasets is difficult owing to a lack of ground truth …
proteome and metabolome of different datasets is difficult owing to a lack of ground truth …
Diagnostics and correction of batch effects in large‐scale proteomic studies: a tutorial
Advancements in mass spectrometry‐based proteomics have enabled experiments
encompassing hundreds of samples. While these large sample sets deliver much‐needed …
encompassing hundreds of samples. While these large sample sets deliver much‐needed …
On-Line Analysis of Exhaled Breath: Focus Review
On-line analysis of exhaled breath offers insight into a person's metabolism without the need
for sample preparation or sample collection. Due to its noninvasive nature and the possibility …
for sample preparation or sample collection. Due to its noninvasive nature and the possibility …
[HTML][HTML] Metal and essential element concentrations during pregnancy and associations with autism spectrum disorder and attention-deficit/hyperactivity disorder in …
Background Prenatal exposure to toxic metals or variations in maternal levels of essential
elements during pregnancy may be a risk factor for neurodevelopmental disorders such as …
elements during pregnancy may be a risk factor for neurodevelopmental disorders such as …
[HTML][HTML] Present and future challenges for the investigation of transgenerational epigenetic inheritance
Epigenetic pathways are essential in different biological processes and in phenotype-
environment interactions in response to different stressors and they can induce phenotypic …
environment interactions in response to different stressors and they can induce phenotypic …
Harmonization strategies for multicenter radiomics investigations
Carrying out large multicenter studies is one of the key goals to be achieved towards a faster
transfer of the radiomics approach in the clinical setting. This requires large-scale radiomics …
transfer of the radiomics approach in the clinical setting. This requires large-scale radiomics …
Performance comparison of modified ComBat for harmonization of radiomic features for multicenter studies
Multicenter studies are needed to demonstrate the clinical potential value of radiomics as a
prognostic tool. However, variability in scanner models, acquisition protocols and …
prognostic tool. However, variability in scanner models, acquisition protocols and …
Minimizing acquisition-related radiomics variability by image resampling and batch effect correction to allow for large-scale data analysis
Objective To identify CT-acquisition parameters accounting for radiomics variability and to
develop a post-acquisition CT-image correction method to reduce variability and improve …
develop a post-acquisition CT-image correction method to reduce variability and improve …