Overview of radiomics in prostate imaging and future directions

2021 ◽  
Author(s):  
Hwan-ho Cho ◽  
Chan Kyo Kim ◽  
Hyunjin Park
Keyword(s):  
Risk Groups ◽  
Analytical Models ◽  
Future Research ◽  
Imaging Data ◽  
Analytic Framework ◽  
Future Directions ◽  
Research Directions ◽  
Prostate Imaging ◽  
Technical Issues ◽  
Future Research Directions

Recent advancements in imaging technology and analysis methods have led to an analytic framework known as radiomics. This framework extracts comprehensive high-dimensional features from imaging data and performs data mining to build analytical models for improved decision support. Its features include many categories spanning texture and shape; thus, it can provide abundant information for precision medicine. Many studies of prostate radiomics have shown promising results in the assessment of pathological features, prediction of treatment response, and stratification of risk groups. Herein, we aimed to provide a general overview of radiomics procedures, discuss technical issues, explain various clinical applications, and suggest future research directions, especially for prostate imaging.

scholarly journals Selective Harvesting Robotics: Current Research, Trends, and Future Directions

2021 ◽  
Author(s):  
Gert Kootstra ◽  
Xin Wang ◽  
Pieter M. Blok ◽  
Jochen Hemming ◽  
Eldert van Henten
Keyword(s):  
Review Paper ◽  
Production Systems ◽  
Future Research ◽  
Limiting Factor ◽  
Future Directions ◽  
Research Directions ◽  
Selective Harvesting ◽  
Important Solution ◽  
Future Research Directions ◽  
Current Systems

Abstract Purpose of Review The world-wide demand for agricultural products is rapidly growing. However, despite the growing population, labor shortage becomes a limiting factor for agricultural production. Further automation of agriculture is an important solution to tackle these challenges. Recent Findings Selective harvesting of high-value crops, such as apples, tomatoes, and broccoli, is currently mainly performed by humans, rendering it one of the most labor-intensive and expensive agricultural tasks. This explains the large interest in the development of selective harvesting robots. Selective harvesting, however, is a challenging task for a robot, due to the high levels of variation and incomplete information, as well as safety. Summary This review paper provides an overview of the state of the art in selective harvesting robotics in three different production systems; greenhouse, orchard, and open field. The limitations of current systems are discussed, and future research directions are proposed.

scholarly journals “Nanomaterials of curcumin-hyaluronic acid”: their various methods of formulations, clinical and therapeutic applications, present gap, and future directions

2021 ◽  
Vol 7 (1) ◽  
Author(s):  
Tanzeel Rehman Charan ◽  
Muhammad Aqeel Bhutto ◽  
Mihr Ali Bhutto ◽  
Azhar Ali Tunio ◽  
Ghulam Murtaza Khuhro ◽  
...  
Keyword(s):  
Clinical Trials ◽  
Hyaluronic Acid ◽  
Future Research ◽  
Main Body ◽  
Future Directions ◽  
Research Directions ◽  
Safety And Efficacy ◽  
Therapeutic Applications ◽  
Future Research Directions ◽  
Neural Disorders

Abstract Background Nanomaterials of curcumin with hyaluronic acid have gained a lot of attention for potential therapeutic applications of curcumin and hyaluronic acid with or without other additional drugs. Overall studies of curcumin and hyaluronic acid show that nanomaterials of curcumin with hyaluronic acid accelerate the efficacy of curcumin in the treatment of various disorders like arthritis, cancer, hepatic fibrosis, neural disorders, wound healing, and skin regeneration, it is largely due to the combined effect of hyaluronic acid and curcumin. However, due to limited clinical trials and experiments on humans and animals, there is a substantial gap in research for the safety and efficacy of nanomaterials of curcumin-hyaluronic acid in the treatment of curcumin and hyaluronic acid targeted diseases and disorders. Main body of the abstract In this current review, we have first described various reported synthetic nanomaterials of curcumin-hyaluronic acid, then in the next section, we have described various fields, disorders, and diseases where these are being applied and in the final section of this review, we discussed the research gap, and future research directions needed to propose the fabricated nanocurcumin-hyaluronic acid biomaterials. Short conclusion There are substantial gaps in research for the safety and efficacy of nanomaterials of curcumin with hyaluronic acid due to limited available data of clinical trials and experiments of nanocurcumin-hyaluronic acid biomaterials on humans and animals. So, it entirely requires serious and committed efforts through the well-organized system of practical and clinical trials which provide results, data, and detections that lead to the formulation of the best drug from curcumin with hyaluronic acid for the treatment of curcumin and hyaluronic acid targeted diseases and disorders.

Reorganizing Organizational Politics Research: A Review of the Literature and Identification of Future Research Directions

2019 ◽  
Vol 6 (1) ◽  
pp. 299-323 ◽  
Author(s):  
Gerald R. Ferris ◽  
B. Parker Ellen ◽  
Charn P. McAllister ◽  
Liam P. Maher
Keyword(s):  
Organizational Politics ◽  
Future Research ◽  
Review Of The Literature ◽  
Future Directions ◽  
Research Directions ◽  
Perceptions Of Organizational Politics ◽  
Political Outcomes ◽  
Future Research Directions ◽  
Political Actions ◽  
New Framework

Organizational politics has been an oft-studied phenomenon for nearly four decades. Prior reviews have described research in this stream as aligning with one of three categories: perceptions of organizational politics (POPs), political behavior, or political skill. We suggest that because these categories are at the construct level research on organizational politics has been artificially constrained. Thus, we suggest a new framework with higher-level categories within which to classify organizational politics research: political characteristics, political actions, and political outcomes. We then provide a broad review of the literature applicable to these new categories and discuss the possibilities for future research within each expanded category. Finally, we close with a discussion of future directions for organizational politics research across the categories.

Increasing the Performability of Wireless Web Services

2009 ◽  
pp. 518-528
Author(s):  
Wenbing Zhao
Keyword(s):  
Wireless Communication ◽  
Web Services ◽  
Mobile Devices ◽  
Future Research ◽  
Battery Life ◽  
Research Directions ◽  
Computing Power ◽  
Network Bandwidth ◽  
Technical Issues ◽  
Future Research Directions

Wireless Web services are becoming a reality, if they have not already. The unique characteristics of the mobile devices and wireless communication medium, such as limited computing power, limited network bandwidth, limited battery life, unpredictable online time, mobility, and so forth,, imply that the infrastructure for wireless Web services will be very different from its wired counterpart. This chapter discusses the challenges and the stateof- the-art solutions to ensure highly performable wireless Web services. In particular, this chapter’s focus is on three technical issues: optimization of the wireless Web services messaging protocol, caching, and fault tolerance. Finally, limitations of the current approaches and an outline of future research directions on wireless Web services are also discussed.

scholarly journals Current developments and future directions in respiratory physiotherapy

2020 ◽  
Vol 29 (158) ◽  
pp. 200264
Author(s):  
Antenor Rodrigues ◽  
Gerard Muñoz Castro ◽  
Cristina Jácome ◽  
Daniel Langer ◽  
Selina M. Parry ◽  
...  
Keyword(s):  
Clinical Practice ◽  
Integrated Care ◽  
Respiratory Diseases ◽  
Respiratory Therapy ◽  
Current Evidence ◽  
Future Research ◽  
Future Directions ◽  
Research Directions ◽  
Future Research Directions ◽  
Respiratory Physiotherapy

Respiratory physiotherapists have a key role within the integrated care continuum of patients with respiratory diseases. The current narrative review highlights the profession's diversity, summarises the current evidence and practice, and addresses future research directions in respiratory physiotherapy. Herein, we describe an overview of the areas that respiratory physiotherapists can act in the integrated care of patients with respiratory diseases based on the Harmonised Education in Respiratory Medicine for European Specialists syllabus. In addition, we highlight areas in which further evidence needs to be gathered to confirm the effectiveness of respiratory therapy techniques. Where appropriate, we made recommendations for clinical practice based on current international guidelines.

scholarly journals UTILIZING PRINCIPLES OF LIFESPAN DEVELOPMENTAL PSYCHOLOGY TO EXAMINE RESILIENCE TO ADVERSITY

2019 ◽  
Vol 3 (Supplement_1) ◽  
pp. S229-S229
Author(s):  
Frank J Infurna
Keyword(s):  
Developmental Psychology ◽  
Longitudinal Research ◽  
Character Strengths ◽  
Well Being ◽  
Future Research ◽  
Future Directions ◽  
Research Directions ◽  
Research Designs ◽  
Future Research Directions ◽  
Developmental Principles

Abstract Lifespan developmental psychology has many guiding principles. My past, current, and future research has been influenced by the lifespan developmental principles of multidimensionality and multidirectionality and the premise that development is not entirely bound to chronological age, but to historical-, contextual-, non-normative event-, pathology- and mortality-related processes. The first part of my talk will discuss ways I have utilized these principles in my research examining individual’s ability to be resilient to diverse types of adversities (cancer diagnosis, unemployment, and bereavement) and resources they are drawing on to promote more positive outcomes, such as social support. The second part of my talk will focus on future research directions that aim to advance the conceptual and methodological significance of this research. Future directions include explicitly studying individuals in midlife, inclusion of outcomes beyond that of mental health and well-being, such as character strengths, and longitudinal research designs that assess people more frequently.

scholarly journals Geographic Question Answering: Challenges, Uniqueness, Classification, and Future Directions

2021 ◽  
Vol 2 ◽  
pp. 1-21
Author(s):  
Gengchen Mai ◽  
Krzysztof Janowicz ◽  
Rui Zhu ◽  
Ling Cai ◽  
Ni Lao
Keyword(s):  
Artificial Intelligence ◽  
Natural Language ◽  
Question Answering ◽  
Future Research ◽  
Open Domain ◽  
Future Directions ◽  
Research Directions ◽  
Classification Framework ◽  
Substantial Progress ◽  
Future Research Directions

Abstract. As an important part of Artificial Intelligence (AI), Question Answering (QA) aims at generating answers to questions phrased in natural language. While there has been substantial progress in open-domain question answering, QA systems are still struggling to answer questions which involve geographic entities or concepts and that require spatial operations. In this paper, we discuss the problem of geographic question answering (GeoQA). We first investigate the reasons why geographic questions are difficult to answer by analyzing challenges of geographic questions. We discuss the uniqueness of geographic questions compared to general QA. Then we review existing work on GeoQA and classify them by the types of questions they can address. Based on this survey, we provide a generic classification framework for geographic questions. Finally, we conclude our work by pointing out unique future research directions for GeoQA.

Design for Nonassembly: Current Status and Future Directions

2019 ◽  
Author(s):  
Sangjin Jung ◽  
Rianne E. Laureijs ◽  
Christophe Combemale ◽  
Kate S. Whitefoot
Keyword(s):  
Product Family ◽  
Design Guidelines ◽  
Current Status ◽  
Future Research ◽  
Differentiated Products ◽  
Future Directions ◽  
Research Directions ◽  
Design Variables ◽  
Future Research Directions ◽  
Single Part

Abstract In this paper, we review the literature on design for nonassembly (DFNA) and the broader literature on design for manufacturing that has design guidelines and metrics applicable to nonassembled products, including both monolithic single-part products and nonassembly mechanisms. Our review focuses on guidelines that apply across multiple manufacturing processes. We identify guidelines and metrics that seek to reduce costs as well as provide differentiated products across a product family. We find that existing DFNA guidelines fall into four main categories pertaining to: (1) geometry and size, (2) material, (3) production process, and (4) clearance and tolerances. We also identify existing product family metrics that can be modified for nonassembled products to capture some aspects of these categories. Finally, we discuss possible future research directions to more accurately characterize the relationships between design variables and manufacturing costs, including investigating factors related to the complexity of operations at particular process steps and across process steps.

Measurement of the Learning Organization Construct: A Critical Perspective and Future Directions for Research

2019 ◽  
pp. 316-332
Author(s):  
Swee Chua Goh
Keyword(s):  
Organizational Performance ◽  
Survey Research ◽  
Learning Organization ◽  
Future Research ◽  
Critical Perspective ◽  
Future Directions ◽  
Research Directions ◽  
Survey Instruments ◽  
Future Research Directions ◽  
Further Development

This chapter explores and reviews the development of survey research instruments to measure the learning organization construct. Some examples of such measures are presented and discussed to illustrate the approach used by researchers to establish the reliability and construct validity of these instruments. The contribution in the use of such measures to empirical research in linking the learning organization to outcomes such as organizational performance is also reviewed. A critical perspective is provided as to some of the potential issues for research in the use and further development of such survey instruments. Lastly, some suggested future research directions are proposed on how, using such measures, the field can advance our knowledge of the learning organization through more novel research methods and approaches.

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