Clinical Laboratory Employees’ Attitudes Toward Artificial Intelligence

2020 ◽  
Vol 51 (6) ◽  
pp. 649-654 ◽  
Author(s):  
Orly Ardon ◽  
Robert L Schmidt

Abstract Objective The objective of this study was to determine the attitudes of laboratory personnel toward the application of artificial intelligence (AI) in the laboratory. Methods We surveyed laboratory employees who covered a range of work roles, work environments, and educational levels. Results The survey response rate was 42%. Most respondents (79%) indicated that they were at least somewhat familiar with AI. Very few (4%) classified themselves as experts. Contact with AI varied by educational level (P = .005). Respondents believed that AI could help them perform their work by reducing errors (24%) and saving time (16%). The most common concern (27%) was job security (being replaced by AI). The majority (64%) of the respondents expressed support for the development of AI projects in the organization. Conclusions Laboratory employees see the potential for AI and generally support the adoption of AI tools but have concerns regarding job security and quality of AI performance.

2006 ◽  
Vol 33 (1) ◽  
pp. 71-97 ◽  
Author(s):  
BEATRICE BENELLI ◽  
CARMEN BELACCHI ◽  
GIANLUCA GINI ◽  
DANIELA LUCANGELI

Some authors have suggested that definitional skills include metalinguistic components (Watson, 1985; Snow, 1990; McGhee-Bidlack, 1991). The present study therefore empirically investigated relations between the ability to define words and level of metalinguistic awareness in 280 Italian children (with ages ranging from 5 to 11 years) and in two groups of 40 adults each (with low and high educational levels, respectively). We used a definitional task presenting 24 terms (nouns, verbs, and adjectives, which were either concrete or abstract) and a task examining 6 different aspects of metalinguistic awareness. Our aim was to demonstrate that metalinguistic skills can positively predict the formal quality of definitions and to identify various aspects of metalinguistic skills that might be directly related to definitional skills. Results showed better performance on both tasks as a function of age and educational level; they also confirmed the important roles of metalinguistic ability and educational level in producing well-structured formal definitions.


2020 ◽  
pp. 1-7
Author(s):  
Catherine Walton ◽  
Fionnuala Williams ◽  
Simon Bonell ◽  
Mary Barrett

Aims and Method Twelve intellectual disability psychiatry trainee representatives and 13 training programme directors were surveyed to assess the current state of training, to establish what motivated specialty trainees to choose intellectual disability psychiatry, and to explore issues that might affect retention. Results The combined survey response rate was 83%. All trainees had chosen intellectual disability psychiatry after experience in either their personal or working life. Overall, specialty trainees were satisfied with their training; the majority felt supported to meet training requirements. Trainee isolation was the main concern for current trainees. Clinical implications Recruitment for specialty training in intellectual disability psychiatry is acknowledged to be a concern for workforce planning and could affect access to and quality of psychiatric care for people with intellectual disability. The results of this survey could be used as a guide to improve efforts to attract trainees. Acknowledging and reducing trainee isolation could improve trainee morale.


2020 ◽  
Vol 17 (6) ◽  
pp. 76-91
Author(s):  
E. D. Solozhentsev

The scientific problem of economics “Managing the quality of human life” is formulated on the basis of artificial intelligence, algebra of logic and logical-probabilistic calculus. Managing the quality of human life is represented by managing the processes of his treatment, training and decision making. Events in these processes and the corresponding logical variables relate to the behavior of a person, other persons and infrastructure. The processes of the quality of human life are modeled, analyzed and managed with the participation of the person himself. Scenarios and structural, logical and probabilistic models of managing the quality of human life are given. Special software for quality management is described. The relationship of human quality of life and the digital economy is examined. We consider the role of public opinion in the management of the “bottom” based on the synthesis of many studies on the management of the economics and the state. The bottom management is also feedback from the top management.


2016 ◽  
Vol 55 (05) ◽  
pp. 188-195 ◽  
Author(s):  
Floor Overbeek ◽  
John de Klerk ◽  
Pieternel Pasker-de Jong ◽  
Alexandra van den Berk ◽  
Rob ter Heine ◽  
...  

Summary Aim: Rhenium-188-HEDP (188Re-HEDP) is an effective radiopharmaceutical for the palliative treatment of osteoblastic bone metastases. However, only limited data on its routine use are available and its effect on quality of life (QoL) has not been studied. Therefore, we evaluated the clinical benefit of 188Re-HEDP in routine clinical care. Patients and methods: Prostate or breast cancer patients with painful bone metastases receiving 188Re-HEDP as a routine clinical procedure were eligible for evaluation. Clinical benefit was assessed in terms of efficacy and toxicity. Pain palliation and QoL were monitored using the visual analogue scale (VAS), corrected for opioid intake, and the EORTC QLQ-C30 Global health status/QoL-scale. Thrombocyte and leukocyte nadirs were used to assess haematological toxicity. Results: 45 and 47 patients were evaluable for pain palliation and QoL, respectively. After a single injection of 188Re-HEDP, the overall pain response rate was 69% and mean VAS-scores decreased relevantly and significantly (p < 0.05). Repeated treatment resulted in similar pain response. The overall QoL response rate was 68% and mean Global health status/QoL-scores increased relevantly and significantly. Haematological side effects were mild and transient. Conclusion: The clinically relevant response on pain and quality of life and the limited adverse events prove clinical benefit of treatment with 188Re-HEDP and support its use in routine clinical care. Its effectiveness appears comparable to that of external beam radiotherapy.


AI Magazine ◽  
2012 ◽  
Vol 34 (1) ◽  
pp. 10 ◽  
Author(s):  
Steve Kelling ◽  
Jeff Gerbracht ◽  
Daniel Fink ◽  
Carl Lagoze ◽  
Weng-Keen Wong ◽  
...  

In this paper we describe eBird, a citizen-science project that takes advantage of the human observational capacity to identify birds to species, which is then used to accurately represent patterns of bird occurrences across broad spatial and temporal extents. eBird employs artificial intelligence techniques such as machine learning to improve data quality by taking advantage of the synergies between human computation and mechanical computation. We call this a Human-Computer Learning Network, whose core is an active learning feedback loop between humans and machines that dramatically improves the quality of both, and thereby continually improves the effectiveness of the network as a whole. In this paper we explore how Human-Computer Learning Networks can leverage the contributions of a broad recruitment of human observers and processes their contributed data with Artificial Intelligence algorithms leading to a computational power that far exceeds the sum of the individual parts.


Author(s):  
Terri Rebmann ◽  
Rachel L. Charney ◽  
Rebecca L. Eschmann ◽  
M. Colleen Fitzpatrick

Abstract Objective: To assess non-pediatric nurses’ willingness to provide care to pediatric patients during a mass casualty event (MCE). Methods: Nurses from 4 non-pediatric hospitals in a major metropolitan Midwestern region were surveyed in the fall of 2018. Participants were asked about their willingness to provide MCE pediatric care. Hierarchical logistical regression was used to describe factors associated with nurses’ willingness to provide MCE pediatric care. Results: In total, 313 nurses were approached and 289 completed a survey (response rate = 92%). A quarter (25.3%, n = 73) would be willing to provide MCE care to a child of any age; 12% (n = 35) would provide care only to newborns in the labor and delivery area, and 16.6% (n = 48) would only provide care to adults. Predictors of willingness to provide care to a patient of any age during an MCE included providing care to the youngest-age children during routine duties, reporting confidence in calculating doses and administering pediatric medications, working in the emergency department, being currently or previously certified in PALS, and having access to pediatric-sized equipment in the unit or hospital. Conclusion: Pediatric surge capacity is lacking among nurses. Increasing nurses’ pediatric care self-efficacy could improve pediatric surge capacity and minimize morbidity and mortality during MCEs.


2020 ◽  
Vol 26 (1) ◽  
Author(s):  
Babatunde M. Duduyemi ◽  
Divine Lardey Agyemang ◽  
Ernest Adankwah ◽  
Hannah Nyarko ◽  
Derrick Andoh

Abstract Background Cancer is the leading cause of death with 7.6 million deaths worldwide annually. About 19% of bladder cancer cases are attributed to environmental and occupational factors. The knowledge of any disease is very vital in the control or prevention of such disease. This study examined the knowledge and perception of urinary bladder cancer among 104 local dye workers in Ghana (Kumasi, Koforidua and Somanya). Methods A well-structured questionnaire was used to measure participants’ knowledge and perception towards bladder cancer. Forty out of the 104 participants were recruited to provide their urine samples for cytomorphological study. Thin smears were prepared and stained with Papanicolaou stain. Respondents were selected based on clinical history and working experience. Result The response rate to the questionnaires was 100% of the 104 respondents interviewed. The respondents had a mean age of 26 years. Overall, about 10% of the respondents in this study had good knowledge levels on bladder cancer and 16% had good perception of the disease. There was a significant correlation between knowledge and educational level of the participants (p < 0.001). Report of the cytomorphological study indicates that none of the samples of the participants screened had cancerous cells. Conclusion The findings suggest that level of knowledge about bladder cancer among local dye workers in this study was low, while their level of perception was just above average.


Healthcare ◽  
2021 ◽  
Vol 9 (5) ◽  
pp. 592
Author(s):  
Shamoukh Alshahrani ◽  
Abrar Alshuaibi ◽  
Malak Alkhaldi ◽  
Pradeep Koppolu

Aim: The present study aims to evaluate the perception and awareness of interdental aids in different regions of Saudi Arabia. Methods: A cross-sectional questionnaire-based study was conducted, in order to evaluate the perception and knowledge of patients towards oral hygiene products among the population of the Kingdom of Saudi Arabia. In total, 812 out of 1124 participants responded and completed the survey (response rate 72.2%). The data were collected using a self-administered structured questionnaire in English and Arabic. All statistical analyses were carried out using the SPSS 20 software. p < 0.05 was used to indicate statistical significance. Results: A total of 812 participants responded, of which 486 participants (60%) declared using a toothpaste and toothbrush for cleaning their teeth. The cohort consisted of 274 (34%) females who brushed twice daily, while 96 (33%) males brushed their teeth once a day and 18% of the participants did not even brush once a day. The results indicated that 332 (64%) female participants and 174 (60%) male participants had perception and knowledge of the use of dental floss or any other device to clean between their teeth, while 174 (48.50%) male participants and 174 (49.10%) female participants cleaned their tongue with the same brush, rather than using a tongue scrubber or any other aids. Conclusion: The total awareness of interdental aids in Saudi Arabia is unsatisfactory, as demonstrated by the participants not being conscious or informed about the maintenance of their oral health. A majority of participants did not report adopting basic techniques, such as tongue brushing. This study reveals that no interdental aids were used by 16% of the participants. Thus, it is crucial to develop an effective educational program which emphasizes oral healthcare in this population.


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