The nature of problem and claim management environment are well-defined.Very comprehensive literature revive is presented.An IML based novel DSS detecting fraud and abuse in healthcare insurance is developed.Unlike earlier studies, the system embraces all relevant actors and commodities.Real data are used for the evaluation and perform better results wrt previous studies. Detecting fraudulent and abusive cases in healthcare is one of the most challenging problems for data mining studies. However, most of the existing studies have a shortage of real data for analysis and focus on a very limited version of the problem by covering only a specific actor, healthcare service, or disease. The purpose of this study is to implement and evaluate a novel framework to detect fraudulent and abusive cases independently from the actors and commodities involved in the claims and an extensible structure to introduce new fraud and abuse types. Interactive machine learning that allows incorporating expert knowledge in an unsupervised setting is utilized to detect fraud and abusive cases in healthcare. In order to increase the accuracy of the framework, several well-known methods are utilized, such as the pairwise comparison method of analytic hierarchical processing (AHP) for weighting the actors and attributes, expectation maximization (EM) for clustering similar actors, two-stage data warehousing for proactive risk calculations, visualization tools for effective analyzing, and z-score and standardization in order to calculate the risks. The experts are involved in all phases of the study and produce six different abnormal behavior types using storyboards. The proposed framework is evaluated with real-life data for six different abnormal behavior types for prescriptions by covering all relevant actors and commodities. The Area Under the Curve (AUC) values are presented for each experiment. Moreover, a cost-saving model is also presented. The developed framework, i.e., the eFAD suite, is actor- and commodity-independent, configurable (i.e., easily adaptable in the dynamic environment of fraud and abusive behaviors), and effectively handles the fragmented nature of abnormal behaviors. The proposed framework combines both proactive and retrospective analysis with an enhanced visualization tool that significantly reduces the time requirements for the fact-finding process after the eFAD detects risky claims. This system is utilized by a company to produce monthly reports that include abnormal behaviors to be evaluated by the insurance company.

An interactive machine-learning-based electronic fraud and abuse detection system in healthcare insurance

Overview of cisplatin-induced neurotoxicity and ototoxicity, and the protective agents.

Acetylcholine (ACh) signaling underlies specific aspects of cognitive functions and behaviors, including attention, learning, memory and motivation. Alterations in ACh signaling are involved in the pathophysiology of multiple neuropsychiatric disorders. In the central nervous system, ACh transmission is mainly guaranteed by dense innervation of select cortical and subcortical regions from disperse groups of cholinergic neurons within the basal forebrain (BF; e.g., diagonal band, medial septal, nucleus basalis) and the pontine-mesencephalic nuclei, respectively. Despite the fundamental role of cholinergic signaling in the CNS and the long standing knowledge of the organization of cholinergic circuitry, remarkably little is known about precisely how ACh release modulates cortical and subcortical neural activity and the behaviors these circuits subserve. Growing interest in cholinergic signaling in the CNS focuses on the mechanism(s) of action by which endogenously released ACh regulates cognitive functions, acting as a neuromodulator and/or as a direct transmitter via nicotinic and muscarinic receptors. The development of optogenetic techniques has provided a valuable toolbox with which we can address these questions, as it allows the selective manipulation of the excitability of cholinergic inputs to the diverse array of cholinergic target fields within cortical and subcortical domains. Here, we review recent papers that use the light-sensitive opsins in the cholinergic system to elucidate the role of ACh in circuits related to attention and emotionally salient behaviors. In particular, we highlight recent optogenetic studies which have tried to disentangle the precise role of ACh in the modulation of cortical-, hippocampal- and striatal-dependent functions.

Illuminating the role of cholinergic signaling in circuits of attention and emotionally salient behaviors

There are concerns regarding appropriate use of antibiotics in dentistry practice. Data on dental antibiotic prescribing patterns by dentists is relatively limited. This nationwide study aimed to examine dentists’ antibiotic prescriptions in a diagnosis-based manner in Turkey. This retrospective study on utilization of systemic antibiotics for dental problems was based on the national health data of the dentists obtained from Prescription Information System between January 2013 and August 2015. Only those prescriptions containing single diagnosis and at least one systemic antibiotic were included in the study. Antibiotic prescribing was compared by diagnoses and expertise of dentists. A total of 9,293,410 antibiotics were detected in 9,214,956 prescriptions that contained “single diagnosis and at least one antibiotic.” The number of antibiotics per prescription was 1.01. “Periapical abscess without sinus” (28.1%), “dental examination” (20.7%), and “dental caries” (16.2%) were the three most common indications in which antibiotics were prescribed by dentists. While only 3.4% of antibiotics were prescribed upon the single and appropriate “cellulitis and abscess of mouth” diagnosis, the remaining 96.6% was prescribed for irrational/uncertain indications. Consistent in all diagnoses, “amoxicillin + enzyme inhibitor” (58.6%) was the mainly prescribed antibiotic. Analysis of the most preferred “amoxicillin + enzyme inhibitor” prescriptions by expertise of dentists showed significantly much higher prescription rates among Group A specialists and Group B specialists (67.0 and 67.8%, respectively) than those in unidentified dental practitioners (58.2%, p < 0.0001). This study showed that dentists prescribed antibiotics in an arbitrary and mostly unnecessary manner. In general, their antibiotic choices for examined diagnoses could be regarded as irrational. These results indicate the urgent need for improvement of rational antibiotic prescribing habits of dentists.

Rational use of medicine in dentistry: do dentists prescribe antibiotics in appropriate indications?

Aims: Based on concerns about safety and efficacy, international authorities have either advised against the use of cough and cold medication or considering such action. We aimed to systematically review the evidence for the effectiveness and safety of cough and cold medicines in children. Methods: We conducted a systematic review to identify studies relating to the use of products to treat symptoms of the common cold, influenza or allergic rhinitis, and relating to poisoning or toxicity from unintentional ingestion or overdose in children ( Language: en

/pdf/restricting-cough-and-cold-medicines-in-children-38w5nzylaa.pdf

Restricting cough and cold medicines in children

In this study, it was aimed to investigate the utilization of antibiotics at various health care facilities. Photocopies of 1250 prescriptions which were containing antibiotics and written out in primary health care facilities (PHCFs), public hospitals (PHs), private hospitals and university hospitals in 10 provinces across Turkey, were evaluated by some drug use indicators. The number of drugs per prescription was 3.23 ± 0.92 and it was highest in PHCFs (3.34 ± 0.84), (p < 0.05). The cost per prescription was 33.3 $, being highest in PHs while being lowest in PHCFs (38.6 $ and 28.2 $ respectively). Antibiotic cost per prescription was 16.7 $ and it was also highest and lowest in PHs and PHCFs respectively (p < 0.05). The most commonly prescribed group of antibiotics was “beta-lactam antibacterials, penicillins” (29.2%) while amoxicillin/clavulanic acid was the most commonly prescribed antibiotic (18.1%). Sixty-one percent of the antibiotics prescribed for acute infections was generics; among facilities being highest in PHCFs (66.5%) and among diagnosis being highest in acute pharyngitis. In general, the duration of antibiotic therapy was approximately 7 days for acute infections. Although much more drugs were prescribed in PHCFs than others, it was found to be in an inverse proportion with both the total cost of prescriptions and the cost of antibiotics. Broad-spectrum antibiotics, beta-lactamase combinations in particular, were considered to be more preferable in all health care facilities is also notable. These results do serve as a guide to achieve the rational use of antibiotics on the basis of health care facilities and indications.

Assessment of antibiotic prescribing at different hospitals and primary health care facilities

Objective: Irrational pharmacotherapy is a widespread health care problem, and knowing the prescription practices of physicians at an institutional level can present solutions. This study aimed to investigate whether physicians’ prescribing patterns showed differences at the level of the health care institution. Materials and Methods: Photocopies of 3201 prescriptions written at primary health care centers (PHCs), public hospitals, private hospitals, and university hospitals (UHs) were collected from 10 provinces in Turkey. The prescriptions were evaluated according to prescribing indicators, and the details of drug utilization were compared for different health care institutions. Results: The average number of medicines per prescription was 2.83, and the highest average was noted in PHCs (2.96). The average cost per prescription was US $51.57, and the highest average cost was found in UHs (US $166.10). The most frequently prescribed drug group was different among health care institutions. With the excep tion of UHs, the “cold-cough medicines” were the most frequently prescribed medicines at all of the institutions. Thirty-nine percent of the prescriptions included antibiotics. Conclusion: Despite the similarities between the distributions of diagnoses on prescriptions by health care institutions, the contents of the prescriptions showed differences. The high levels of prescrip tions for “cold-cough medicines,” whose use is widely debated, and the widespread tendency of physicians to prescribe antibiotics suggest that there is a growing need for disseminating the principles of rational pharmacotherapy. Furthermore, institutional differences must be considered when conducting rational pharmacotherapy programs.

Prescribing practices of physicians at different health care institutions.

Cisplatin is a widely used antineoplastic agent in the treatment of various cancers. Peripheral neuropathy is a well-known side effect of cisplatin and has potential to result in limiting and/or reducing the dose, decreasing the quality of life. Thus, effective treatments are needed. Agmatine is an endogenous neuromodulator that has been shown to exert antiallodynic effects in various animal studies. The first aim of this study was to investigate the in vitro effects of agmatine on cisplatin-induced neurotoxicity. Primary cultures of dorsal root ganglia (DRG) which are the primary target of drug injury were prepared. DRG cells were incubated with cisplatin (100, 200, 500 μm). Then, agmatine (10, 100, 500 μm) was administered with the submaximal concentration of cisplatin. Cisplatin caused concentration-dependent neurotoxicity, and agmatine did not alter this effect. The second aim was to investigate the effects of agmatine on cisplatin-induced peripheral neuropathy in rats and the influence of nitric oxide synthase (NOS) inhibitor, L-NAME, in this effect. Female Sprague Dawley rats received intraperitoneal saline (control), cisplatin (3 mg/kg), cisplatin+agmatine (100 mg/kg), or cisplatin+agmatine+L-NAME (10 mg/kg) once a week for 5 weeks. The mechanical allodynia, thermal hyperalgesia [corrected], and tail clip tests were performed, and DRG cells and sciatic nerves were analyzed. Agmatine and agmatine+L-NAME combination attenuated CIS-induced mechanical allodynia and degeneration in DRG cells and sciatic nerves. However, L-NAME did not potentiate the antiallodynic or neuroprotective effect of agmatine. These findings indicate that agmatine co-administration ameliorates cisplatin-induced neuropathy and may be a therapeutic alternative.

Agmatine co‐treatment attenuates allodynia and structural abnormalities in cisplatin‐induced neuropathy in rats

Euterpe oleracea (EO) includes a large number of polyphenolic compounds such as phenolics, flavonoids, and anthocyanins that have antioxidant activities. E. oleracea was suggested to ease the oxidative stress and inflammation in brain cells. Our aim was to analyze the effects of E. oleracea on learning and memory. Seventy-two (250 ± 25 g) male Wistar albino rats were used for this study. The groups consisted of control, EO100 mg/kg, EO300 mg/kg, scopolamine 1.5 mg/kg, mecamylamine 7.5 mg/kg, combinations of scopolamine with EO100 mg/kg, EO300 mg/kg, and rivastigmine 1.5 mg/kg; and mecamylamine combined with EO100 mg/kg. Before the start of the study, E. oleracea doses were provided once a day for a period of 15 days and for a 6-day experimental period. Thirty minutes after intraperitoneal scopolamine and mecamylamine injections, gastrogavage was applied to each group. Ninety minutes after the drug treatments, locomotor activity and Morris water maze tests were performed. Rats were killed and each hippocampus was used for the quantification of acetylcholine (Ach). Statistical analyses were calculated using one-way and two-way analyses of variance (ANOVA), and a value of P < .05 was considered significant. In groups EO100 mg/kg and EO300 mg/kg the results did not show any significant changes on learning and memory compared with the control group. Mecamylamine and scopolamine enhanced the latency for the escape platform, and decreased the time spent in escape platform quadrant when the memory tests were applied in reference to the control value of P < .05. Scopolamine and mecamylamine combinations of EO100 mg/kg, EO300 mg/kg, and rivastigmine were proven to improve the memory. There was significant difference between the first and fifth days of the learning tests in all the groups, but no significant difference occurred between the groups. Ach levels in hippocampi supported all memory tests. We suggest that E. oleracea made no alterations on learning and memory, but still improved nicotinic and muscarinic receptor-mediated and impaired memory just as rivastigmine.

Effects of Euterpe oleracea to Enhance Learning and Memory in a Conditioned Nicotinic and Muscarinic Receptor Response Paradigm by Modulation of Cholinergic Mechanisms in Rats

Cisplatin is a widely used antineoplastic agent in the treatment of various cancers. Peripheral neuropathy is a well-known side effect of cisplatin and has the potential to result in limiting and/or reducing the dose, decreasing the quality of life. Unfortunately, the mechanism for cisplatin-induced neuropathy has not been completely elucidated. Currently, available treatments for neuropathic pain (NP) are mostly symptomatic, insufficient and are often linked with several detrimental side effects; thus, effective treatments are needed. Cannabinoids and agmatine are endogenous modulators that are implicated in painful states. This review explains the cisplatin-induced neuropathy and antinociceptive effects of cannabinoids and agmatine in animal models of NP and their putative therapeutic potential in cisplatin-induced neuropathy.

Basak Donertas

Papers

Assessment of antibiotic prescribing at different hospitals and primary health care facilities

Prescribing practices of physicians at different health care institutions.

Agmatine co‐treatment attenuates allodynia and structural abnormalities in cisplatin‐induced neuropathy in rats

Effects of Euterpe oleracea to Enhance Learning and Memory in a Conditioned Nicotinic and Muscarinic Receptor Response Paradigm by Modulation of Cholinergic Mechanisms in Rats

Cannabinoids and agmatine as potential therapeutic alternatives for cisplatin-induced peripheral neuropathy