[HTML][HTML] Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans
Abstract Machine learning methods offer great promise for fast and accurate detection and
prognostication of coronavirus disease 2019 (COVID-19) from standard-of-care chest …
prognostication of coronavirus disease 2019 (COVID-19) from standard-of-care chest …
[HTML][HTML] Unified focal loss: Generalising dice and cross entropy-based losses to handle class imbalanced medical image segmentation
Automatic segmentation methods are an important advancement in medical image analysis.
Machine learning techniques, and deep neural networks in particular, are the state-of-the-…
Machine learning techniques, and deep neural networks in particular, are the state-of-the-…
Tungsten tetraboride, an inexpensive superhard material
Tungsten tetraboride (WB 4 ) is an interesting candidate as a less expensive member of the
growing group of superhard transition metal borides. WB 4 was successfully synthesized by …
growing group of superhard transition metal borides. WB 4 was successfully synthesized by …
Rediscovering the crystal chemistry of borides
For decades, borides have been primarily studied as crystallographic oddities. With such a
wide variety of structures (a quick survey of the Inorganic Crystal Structure Database counts …
wide variety of structures (a quick survey of the Inorganic Crystal Structure Database counts …
Effect of natalizumab on disease progression in secondary progressive multiple sclerosis (ASCEND): a phase 3, randomised, double-blind, placebo-controlled trial …
…, Y Lapierre, L Lee, S Morrow, M Yeung… - The Lancet …, 2018 - thelancet.com
Background Although several disease-modifying treatments are available for relapsing multiple
sclerosis, treatment effects have been more modest in progressive multiple sclerosis and …
sclerosis, treatment effects have been more modest in progressive multiple sclerosis and …
Mechanochemical synthesis and thermoelectric properties of high quality magnesium silicide
Magnesium silicide and related alloys are attractive for thermoelectric applications due to
their low toxicity, thermal stability, low density, relative abundance and low cost of production. …
their low toxicity, thermal stability, low density, relative abundance and low cost of production. …
Treatment optimization in MS: Canadian MS Working Group updated recommendations
The Canadian Multiple Sclerosis Working Group (CMSWG) developed practical recommendations
in 2004 to assist clinicians in optimizing the use of disease-modifying therapies (DMT…
in 2004 to assist clinicians in optimizing the use of disease-modifying therapies (DMT…
[HTML][HTML] Trial of minocycline in a clinically isolated syndrome of multiple sclerosis
…, J Greenfield, A Riddehough, M Yeung… - … England Journal of …, 2017 - Mass Medical Soc
Background On the basis of encouraging preliminary results, we conducted a randomized,
controlled trial to determine whether minocycline reduces the risk of conversion from a first …
controlled trial to determine whether minocycline reduces the risk of conversion from a first …
Vapor-phase polymerization of nanofibrillar poly (3, 4-ethylenedioxythiophene) for supercapacitors
Nanostructures of the conducting polymer poly(3,4-ethylenedioxythiophene) with large
surface areas enhance the performance of energy storage devices such as electrochemical …
surface areas enhance the performance of energy storage devices such as electrochemical …
[HTML][HTML] Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy
Background Colonoscopy remains the gold-standard screening for colorectal cancer. However,
significant miss rates for polyps have been reported, particularly when there are multiple …
significant miss rates for polyps have been reported, particularly when there are multiple …