scholarly journals Temporal Matching in Endoscopic Images for Remote-Controlled Robotic Surgery

2009 ◽  
Vol 2009 ◽  
pp. 1-4
Author(s):  
Jia Gu ◽  
Rolf Wolters ◽  
Ulf Gustafsson
Keyword(s):  
Robotic Surgery ◽  
Input Data ◽  
String Matching ◽  
Free Form ◽  
Endoscopic Images ◽  
Matching Technique ◽  
High Level ◽  
Over Time

Temporal matching is applied in the frame of the formation of high-level entities in remote-controlled robotic surgery. The objective is to track tumor boundaries over time to improve the segmentation stage in each image of the sequence to facilitate the tracking and localization of the tumor. It makes use of an attributed string matching technique to find the correspondence between tumor boundaries over time. Relationships are then exploited to reconstitute the tumor boundaries and remove the inconsistencies coming from the detection errors. Input data are free form shapes of different length representing the tumor boundary, extracted at a previous stage.

scholarly journals Enhancing main fermentation velocities in beer by the use of a membrane bioreactor – approach and preliminary results (membrane bioreactor beer)

2018 ◽  
Vol 14 (s1) ◽  
pp. 121-131 ◽  
Author(s):  
Lisa Stumpf ◽  
Stefan Schildbach
Keyword(s):  
Membrane Bioreactor ◽  
Membrane Technology ◽  
Gas Jet ◽  
Fermentation Processes ◽  
Preliminary Results ◽  
Module Design ◽  
Continuous Basis ◽  
Membrane Flux ◽  
High Level ◽  
Over Time

The potential of the most recent membrane technology is still unaccounted for in many respects. Combining fermentation with up-to-date membrane technology building a membrane bioreactor allows the adjustment of the cell count on a high level, increasing yield per volume and time. Applied to beer manufacturing, main fermentation times of less than 20 h seem possible, avoiding the disadvantages of already known accelerated fermentation processes operated on a continuous basis. Although module design was adapted and backwash procedure altered to gas-jet, maintaining a sufficient membrane flux over time still poses a major problem. Nevertheless, preliminary results in respect of beer quality look promising.

scholarly journals Co-occurrence of Hyperacusis Accelerates With Tinnitus Burden Over Time and Requires Medical Care

2021 ◽  
Vol 12 ◽  
Author(s):  
Fatma Refat ◽  
Jakob Wertz ◽  
Pauline Hinrichs ◽  
Uwe Klose ◽  
Hesham Samy ◽  
...  
Keyword(s):  
Medical Care ◽  
Global Burden ◽  
Neural Correlate ◽  
Hearing Thresholds ◽  
Causal Therapy ◽  
Advanced Therapies ◽  
High Level ◽  
Neural Gain ◽  
Over Time

Although tinnitus represents a major global burden, no causal therapy has yet been established. Ongoing controversies about the neuronal pathophysiology of tinnitus hamper efforts in developing advanced therapies. Hypothesizing that the unnoticed co-occurrence of hyperacusis and differences in the duration of tinnitus may possibly differentially influence the neural correlate of tinnitus, we analyzed 33 tinnitus patients without (T-group) and 20 tinnitus patients with hyperacusis (TH-group). We found crucial differences between the T-group and the TH-group in the increase of annoyance, complaints, tinnitus loudness, and central neural gain as a function of tinnitus duration. Hearing thresholds did not differ between T-group and TH-group. In the TH-group, the tinnitus complaints (total tinnitus score) were significantly greater from early on and the tinnitus intensity distinctly increased over time from ca. 12 to 17 dB when tinnitus persisted more than 5 years, while annoyance responses to normal sound remained nearly constant. In contrast, in the T-group tinnitus complaints remained constant, although the tinnitus intensity declined over time from ca. 27 down to 15 dB beyond 5 years of tinnitus persistence. This was explained through a gradually increased annoyance to normal sound over time, shown by a hyperacusis questionnaire. Parallel a shift from a mainly unilateral (only 17% bilateral) to a completely bilateral (100%) tinnitus percept occurred in the T-group, while bilateral tinnitus dominated in the TH-group from the start (75%). Over time in the T-group, ABR wave V amplitudes (and V/I ratios) remained reduced and delayed. By contrast, in the TH-group especially the ABR wave III and V (and III/I ratio) continued to be enhanced and shortened in response to high-level sound stimuli. Interestingly, in line with signs of an increased co-occurrence of hyperacusis in the T-group over time, ABR wave III also slightly increased in the T-group. The findings disclose an undiagnosed co-occurrence of hyperacusis in tinnitus patients as a main cause of distress and the cause of complaints about tinnitus over time. To achieve urgently needed and personalized therapies, possibly using the objective tools offered here, a systematic sub-classification of tinnitus and the co-occurrence of hyperacusis is recommended.

scholarly journals Sequence Braiding: Visual Overviews of Temporal Event Sequences and Attributes

2020 ◽  
Author(s):  
Sara Di Bartolomeo ◽  
Yixuan Zhang ◽  
Fangfang Sheng ◽  
Cody Dunne
Keyword(s):  
Completion Time ◽  
Source Code ◽  
Good Evidence ◽  
Task Completion ◽  
Event Sequences ◽  
Sentinel Events ◽  
Temporal Events ◽  
High Level ◽  
Over Time ◽  
Temporal Event Sequences

Temporal event sequence alignment has been used in many domains to visualize nuanced changes and interactions over time. Existing approaches align one or two sentinel events. Overview tasks require examining all alignments of interest using interaction and time or juxtaposition of many visualizations. Furthermore, any event attribute overviews are not closely tied to sequence visualizations. We present SEQUENCE BRAIDING, a novel overview visualization for temporal event sequences and attributes using a layered directed acyclic network.SEQUENCE BRAIDING visually aligns many temporal events and attribute groups simultaneously and supports arbitrary ordering, absence, and duplication of events. In a controlled experiment we compare SEQUENCE BRAIDING and IDMVis on user task completion time, correctness, error, and confidence. Our results provide good evidence that users of SEQUENCE BRAIDING can understand high-level patterns and trends faster and with similar error. A full version of this paper with all appendices;the evaluation stimuli, data, and analysis code; and source code are available at osf.io/s92bu.

scholarly journals Automated Retraining of Machine Learning Models

2019 ◽  
Vol 8 (12) ◽  
pp. 445-452
Keyword(s):  
Machine Learning ◽  
Input Data ◽  
Research Work ◽  
Learning Models ◽  
Machine Learning Methods ◽  
Machine Learning Model ◽  
Crucial Component ◽  
Conventional Machine ◽  
Over Time ◽  
Machine Learning Models

Data is the most crucial component of a successful ML system. Once a machine learning model is developed, it gets obsolete over time due to presence of new input data being generated every second. In order to keep our predictions accurate we need to find a way to keep our models up to date. Our research work involves finding a mechanism which can retrain the model with new data automatically. This research also involves exploring the possibilities of automating machine learning processes. We started this project by training and testing our model using conventional machine learning methods. The outcome was then compared with the outcome of those experiments conducted using the AutoML methods like TPOT. This helped us in finding an efficient technique to retrain our models. These techniques can be used in areas where people do not deal with the actual working of a ML model but only require the outputs of ML processes

Corruption control and prevention in the Korean government

2018 ◽  
Vol 7 (3) ◽  
pp. 303-314 ◽  
Author(s):  
Jin-Wook Choi
Keyword(s):  
South Korea ◽  
Qualitative Analysis ◽  
Design Methodology ◽  
Institution Building ◽  
Content Type ◽  
Korean Government ◽  
Policies And Measures ◽  
Control And Prevention ◽  
High Level ◽  
Over Time

Purpose The purpose of this paper is to examine how corruption has changed over time in South Korea and to explore how the corruption control and prevention efforts of the Korean government have been successful and failed. Design/methodology/approach This paper draws on institutional theory to formulate a qualitative analysis to assess the effectiveness of anti-corruption policies and measures, and to identify the strengths and weaknesses of anti-corruption reform efforts in South Korea. Findings This paper argues that while the Korean government has been quite successful in building anti-corruption institutions to control low-level petty corruption, it has failed to institutionalize anti-corruption institutions to curb high-level grand corruption. Originality/value While many studies have attempted to identify the successful factors of fighting corruption, this paper draws a theoretical distinction between institution-building vs institutionalization to examine the success and failure of corruption control and prevention efforts in South Korea.

Prior Audit Experience and CFO Financial Reporting Aggressiveness

2021 ◽  
Author(s):  
Eric R. Condie ◽  
Kara M. Obermire ◽  
Timothy A. Seidel ◽  
Michael S. Wilkins
Keyword(s):  
Financial Reporting ◽  
Audit Fees ◽  
Chief Financial Officers ◽  
Public Accounting ◽  
Reporting Behavior ◽  
High Level ◽  
Time Away ◽  
Over Time

In this study, we investigate the financial reporting behavior of chief financial officers (CFOs) with significant prior audit experience. Our tests indicate that, on average, CFOs who were former audit managers or partners report less aggressively than CFOs without prior audit experience. Thus, the mindset that auditors develop during their time in public accounting – which should value objective, transparent, and conservative financial reporting – appears to persist when auditors take high-level positions in industry. However, we also find that the reporting behavior of prior-auditor CFOs becomes more aggressive over time as the salience of their audit experience decays. Further, we find that audit fees are lower for clients with prior-auditor CFOs but increase as the CFOs’ time away from auditing increases. Overall, our study offers important insights regarding how audit experience is associated with the financial reporting behavior of CFOs.

Randomized Trial of Radiotherapy Versus Transoral Robotic Surgery for Oropharyngeal Squamous Cell Carcinoma: Long-Term Results of the ORATOR Trial

2022 ◽  
Author(s):  
Anthony C. Nichols ◽  
Julie Theurer ◽  
Eitan Prisman ◽  
Nancy Read ◽  
Eric Berthelet ◽  
...  
Keyword(s):  
Squamous Cell Carcinoma ◽  
Robotic Surgery ◽  
Cell Carcinoma ◽  
Squamous Cell ◽  
Transoral Robotic Surgery ◽  
Oropharyngeal Squamous Cell Carcinoma ◽  
Md Anderson ◽  
Anderson Dysphagia Inventory ◽  
Over Time

PURPOSE The incidence of oropharyngeal squamous cell carcinoma (OPSCC) has risen rapidly, because of an epidemic of human papillomavirus infection. The optimal management of early-stage OPSCC with surgery or radiation continues to be a clinical controversy. Long-term randomized data comparing these paradigms are lacking. METHODS We randomly assigned patients with T1-T2, N0-2 (≤ 4 cm) OPSCC to radiotherapy (RT) (with chemotherapy if N1-2) versus transoral robotic surgery plus neck dissection (TORS + ND) (with or without adjuvant therapy). The primary end point was swallowing quality of life (QOL) at 1-year using the MD Anderson Dysphagia Inventory. Secondary end points included adverse events, other QOL outcomes, overall survival, and progression-free survival. All analyses were intention-to-treat. Herein, we present long-term outcomes from the trial. RESULTS Sixty-eight patients were randomly assigned (n = 34 per arm) between August 10, 2012, and June 9, 2017. Median follow-up was 45 months. Longitudinal MD Anderson Dysphagia Inventory analyses demonstrated statistical superiority of RT arm over time ( P = .049), although the differences beyond 1 year were of smaller magnitude than at the 1-year timepoint (year 2: 86.0 ± 13.5 in the RT arm v 84.8 ± 12.5 in the TORS + ND arm, P = .74; year 3: 88.9 ± 11.3 v 83.3 ± 13.9, P = .12). These differences did not meet the threshold to qualify as a clinically meaningful change at any timepoint. Certain differences in QOL concerns including more pain and dental concerns in the TORS + ND arm seen at 1 year resolved at 2 and 3 years; however, TORS patients started to use more nutritional supplements at 3 years ( P = .015). Dry mouth scores were higher in RT patients over time ( P = .041). CONCLUSION On longitudinal analysis, the swallowing QOL difference between primary RT and TORS + ND approaches persists but decreases over time. Patients with OPSCC should be informed about the pros and cons of both treatment options (ClinicalTrials.gov identifier: NCT01590355 ).

Introduction

2017 ◽  
Author(s):  
Lisa Westwood ◽  
Beth Laura O’Leary ◽  
Milford Wayne Donaldson
Keyword(s):  
Historic Preservation ◽  
Human Culture ◽  
Definition Of ◽  
High Level ◽  
Over Time

Chapter 1 introduces the concepts of “importance” and historic preservation at a high-level and explains the biographies of each of the authors. The included chapter outline also provides an overview of the scope and content of the book. This chapter begins with an overview and definition of human culture, and how it has changed over time. The concepts of archaeology and space archaeology are introduced within the context of place-based historic preservation and Apollo culture.

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