Statistical Genetics & Bioinformatics

Works Published in 2018

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Displaying all 4 works

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2018 journal article

Quadriceps weakness is associated with lesser proteoglycan density in the medial femoral cartilage six-months following anterior cruciate ligament reconstruction

Osteoarthritis and Cartilage, 26, S372–S373.

By: B. Pietrosimone*, S. Pfeiffer*, M. Harkey*, K. Wallace*, C. Hunt*, T. Blackburn*, D. Lalush*, D. Nissman*, J. Spang*

Source: Crossref
Added: February 24, 2020

2018 article

Locality Adaptive Multi-modality GANs for High-Quality PET Image Synthesis

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT I, Vol. 11070, pp. 329–337.

MeSH headings : Algorithms; Electrons; Magnetic Resonance Imaging / methods; Multimodal Imaging / methods; Neural Networks, Computer; Positron-Emission Tomography / methods; Reproducibility of Results; Sensitivity and Specificity
TL;DR: A locality adaptive multi-modality generative adversarial networks model (LA-GANs) is proposed to synthesize the full-dose PET image from both the low-dose one and the accompanying T1-weighted MRI to incorporate anatomical information for better PET image synthesis. (via Semantic Scholar)
Source: Web Of Science
Added: August 19, 2019

2018 article

Modeling Dependence in Evolutionary Inference for Proteins

RESEARCH IN COMPUTATIONAL MOLECULAR BIOLOGY, RECOMB 2018, Vol. 10812, pp. 122–137.

By: G. Larson*, J. Thorne* & S. Schmidler n

author keywords: Protein structure; Evolution; Dynamic programming; Phylogeny; Diffusion process
TL;DR: It is demonstrated that this extended, site-dependent model (SDM), extended to account for correlated evolutionary drift among neighboring amino acid positions, yields a significant reduction of bias in estimated evolutionary distances and helps further improve phylogenetic tree reconstruction. (via Semantic Scholar)
UN Sustainable Development Goal Categories
15. Life on Land (Web of Science)
Source: Web Of Science
Added: March 18, 2019

2018 journal article

3D conditional generative adversarial networks for high-quality PET image estimation at low dose

NEUROIMAGE, 174, 550–562.

author keywords: Positron emission tomography (PET); Generative adversarial networks (GANs); 3D conditional GANs (3D c-GANs); Low-dose PET; Image estimation
MeSH headings : Adult; Brain / diagnostic imaging; Deep Learning; Female; Humans; Image Processing, Computer-Assisted / methods; Male; Positron-Emission Tomography / methods; Radiation Dosage; Reproducibility of Results; Signal-To-Noise Ratio; Young Adult
TL;DR: Experimental results show that the proposed 3D c‐GANs method outperforms the benchmark methods and achieves much better performance than the state‐of‐the‐art methods in both qualitative and quantitative measures. (via Semantic Scholar)
UN Sustainable Development Goal Categories
10. Reduced Inequalities (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

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