Automated Analysis of Diabetic Retinopathy Images: Principles, Recent Developments, and Emerging Trends

2013 ◽  
Vol 13 (4) ◽  
pp. 453-459 ◽  
Author(s):  
Baoxin Li ◽  
Helen K. Li
Author(s):  
Minu Mathew ◽  
Chandra Sekhar Rout

This review details the fundamentals, working principles and recent developments of Schottky junctions based on 2D materials to emphasize their improved gas sensing properties including low working temperature, high sensitivity, and selectivity.


2018 ◽  
Vol 9 (2) ◽  
pp. 154-169
Author(s):  
Jonas Knetsch

Abstract The liberalisation of the coach, air and rail transport market sheds new light on a relatively unexplored field of comparative tort law: the rules governing the liability of transportation companies for accidents involving third parties. Through an assessment of recent developments under French and German Law, this article reflects on the emerging trends of those tort rules, induced or highlighted by the market opening process. The existing strict liability regimes for railway and coach carriers, already subject to a significant tightening process, raise new questions as to the exact circle of persons liable for injuries, since the market liberalisation goes hand in hand with the unbundling of infrastructure and operations.


Catalysts ◽  
2019 ◽  
Vol 9 (8) ◽  
pp. 680 ◽  
Author(s):  
Sakar ◽  
Prakash ◽  
Do

Photocatalysis is a multifunctional phenomenon that can be employed for energy applications such as H2 production, CO2 reduction into fuels, and environmental applications such as pollutant degradations, antibacterial disinfection, etc. In this direction, it is not an exaggerated fact that TiO2 is blooming in the field of photocatalysis, which is largely explored for various photocatalytic applications. The deeper understanding of TiO2 photocatalysis has led to the design of new photocatalytic materials with multiple functionalities. Accordingly, this paper exclusively reviews the recent developments in the modification of TiO2 photocatalyst towards the understanding of its photocatalytic mechanisms. These modifications generally involve the physical and chemical changes in TiO2 such as anisotropic structuring and integration with other metal oxides, plasmonic materials, carbon-based materials, etc. Such modifications essentially lead to the changes in the energy structure of TiO2 that largely boosts up the photocatalytic process via enhancing the band structure alignments, visible light absorption, carrier separation, and transportation in the system. For instance, the ability to align the band structure in TiO2 makes it suitable for multiple photocatalytic processes such as degradation of various pollutants, H2 production, CO2 conversion, etc. For these reasons, TiO2 can be realized as a prototypical photocatalyst, which paves ways to develop new photocatalytic materials in the field. In this context, this review paper sheds light into the emerging trends in TiO2 in terms of its modifications towards multifunctional photocatalytic applications.


2011 ◽  
Vol 05 (02) ◽  
pp. 104
Author(s):  
Luisa Ribeiro ◽  
Rui Bernardes ◽  
José Cunha-Vaz ◽  
◽  
◽  
...  

Colour fundus photography is the most frequently used imaging modality because it is non-invasive, well accepted by patients and above all, because it allows documentation and automated analysis of the ophthalmoscopic examination. Colour fundus photography is considered crucial for diabetic retinopathy management to identify disease and its progression in clinical practice. This article focuses on automated computer-aided analysis of fundus digital photographs with special emphasis on microaneurysm dynamics. Together with optical coherence tomography measurements of extracellular space and retinal thickness, both based on non-invasive procedures, this technique allows close follow-up of the main changes in the diabetic retina. Determination of the activity of the retinal disease and individual risk profiles using these non-invasive procedures contribute to personalised management of diabetic retinopathy by identifying eyes at risk from vision-threatening complications, such as macular oedema and proliferative retinopathy.


2021 ◽  
Author(s):  
E. Celeste Welch ◽  
Anubhav Tripathi

While sample preparation techniques for the chemical and biochemical analysis of tissues are fairly well advanced, the preparation of complex, heterogenous samples for single-cell analysis can be difficult and challenging. Nevertheless, there is growing interest in preparing complex cellular samples, particularly tissues, for analysis via single-cell resolution techniques such as single-cell sequencing or flow cytometry. Recent microfluidic tissue dissociation approaches have helped to expedite the preparation of single cells from tissues through the use of optimized, controlled mechanical forces. Cell sorting and selective cellular recovery from heterogenous samples have also gained traction in biosensors, microfluidic systems, and other diagnostic devices. Together, these recent developments in tissue disaggregation and targeted cellular retrieval have contributed to the development of increasingly streamlined sample preparation workflows for single-cell analysis technologies, which minimize equipment requirements, enable lower processing times and costs, and pave the way for high-throughput, automated technologies. In this chapter, we survey recent developments and emerging trends in this field.


2019 ◽  
Vol 12 ◽  
pp. 175628641984059 ◽  
Author(s):  
Marcello Moccia ◽  
Serena Ruggieri ◽  
Antonio Ianniello ◽  
Ahmed Toosy ◽  
Carlo Pozzilli ◽  
...  

The spinal cord is frequently affected in multiple sclerosis (MS), causing motor, sensory and autonomic dysfunction. A number of pathological abnormalities, including demyelination and neuroaxonal loss, occur in the MS spinal cord and are studied in vivo with magnetic resonance imaging (MRI). The aim of this review is to summarise and discuss recent advances in spinal cord MRI. Advances in conventional spinal cord MRI include improved identification of MS lesions, recommended spinal cord MRI protocols, enhanced recognition of MRI lesion characteristics that allow MS to be distinguished from other myelopathies, evidence for the role of spinal cord lesions in predicting prognosis and monitoring disease course, and novel post-processing methods to obtain lesion probability maps. The rate of spinal cord atrophy is greater than that of brain atrophy (−1.78% versus −0.5% per year), and reflects neuroaxonal loss in an eloquent site of the central nervous system, suggesting that it can become an important outcome measure in clinical trials, especially in progressive MS. Recent developments allow the calculation of spinal cord atrophy from brain volumetric scans and evaluation of its progression over time with registration-based techniques. Fully automated analysis methods, including segmentation of grey matter and intramedullary lesions, will facilitate the use of spinal cord atrophy in trial designs and observational studies. Advances in quantitative imaging techniques to evaluate neuroaxonal integrity, myelin content, metabolic changes, and functional connectivity, have provided new insights into the mechanisms of damage in MS. Future directions of research and the possible impact of 7T scanners on spinal cord imaging will be discussed.


2022 ◽  
Vol 453 ◽  
pp. 214335
Author(s):  
Pratik V. Shinde ◽  
Anjana Tripathi ◽  
Ranjit Thapa ◽  
Chandra Sekhar Rout

2013 ◽  
Vol 131 (3) ◽  
pp. 351 ◽  
Author(s):  
Michael D. Abràmoff ◽  
James C. Folk ◽  
Dennis P. Han ◽  
Jonathan D. Walker ◽  
David F. Williams ◽  
...  

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