Deep learning classification of drug-related problems from pharmaceutical interventions issued by hospital clinical pharmacists during medication prescription review: a large-scale descriptive retrospective study in a French university hospital.

Objectives: Pharmaceutical interventions are proposals made by hospital clinical pharmacists to address sub-optimal uses of medications during prescription review. Pharmaceutical interventions include the identification of drug-related problems, their prevention and resolution. The objective of this study was to exploit a newly developed deep neural network classifier to identify drug-related problems from pharmaceutical interventions and perform a large retrospective descriptive analysis of them in a French university hospital over a 3-year period.

Clinical risk assessment of modelled situations in a pharmaceutical decision support system: a modified e-Delphi exploratory study.

Background: Pharmaceutical decision support systems (PDSSs) use reasoning software to match patient data to modelled situations likely to cause drug-related problems (DRPs) or adverse drug events. To aid decision-making, modelled situations must be linked to well-defined systemic clinical risks.

Aim: To obtain expert consensus on the level of clinical risk for patients associated with each modelled situation that could be addressed using a PDSS.

Safety and efficacy of colchicine in crystal-induced arthritis flare in 54 patients with severe chronic kidney disease.

Introduction: Colchicine, commonly used in gout flare, is contraindicated in severe chronic kidney disease (CKD) (estimated glomerular filtration rate <30 mL/min). However, in this context, there are few alternatives, and colchicine use persists. We evaluated the tolerance of colchicine and its efficacy in patients with severe CKD.

Deep learning application to automated classification of recommendations made by hospital pharmacists during medication prescription review.

Purpose: Recommendations to improve therapeutics are proposals made by pharmacists during the prescription review process to address suboptimal use of medicines. Recommendations are generated daily as text documents but are rarely reused beyond their primary use to alert prescribers and caregivers. If recommendation data were easier to summarize, they could be used retrospectively to improve safeguards for better prescribing.

Using machine learning or deep learning models in a hospital setting to detect inappropriate prescriptions: a systematic review.

Objectives: The emergence of artificial intelligence (AI) is catching the interest of hospital pharmacists. A massive collection of health data is now available to train AI models and hold the promise of disrupting codes and practices. The objective of this systematic review was to examine the state of the art of machine learning or deep learning models that detect inappropriate hospital medication orders.

Description of three new species of Myrmeleon Linnaeus, 1767 from West Africa (Neuroptera: Myrmeleontidae).

Three antlion species, Myrmeleon croceus n. sp., Myrmeleon foucarti n.

Multimodal Remote Home Monitoring of Lung Transplant Recipients during COVID-19 Vaccinations: Usability Pilot Study of the COVIDA Desk Incorporating Wearable Devices.

: Remote patient monitoring (RPM) of vital signs and symptoms for lung transplant recipients (LTRs) has become increasingly relevant in many situations. Nevertheless, RPM research integrating multisensory home monitoring in LTRs is scarce. We developed a novel multisensory home monitoring device and tested it in the context of COVID-19 vaccinations.

Do proton pump inhibitors alter the response to immune checkpoint inhibitors in cancer patients? A meta-analysis.

Introduction: Gut microbiota can significantly affect the effectiveness of immune checkpoint inhibitors (ICIs) in cancer patients. Recently, antibiotics were shown to decrease survival rate of patients treated by ICIs. Proton pump inhibitors (PPIs) can indeed modulate microbiota's diversity, therefore altering ICIs response.

Firefighter Stress Monitoring: Model Quality and Explainability.

A cognitive and physical stress co-classification effort started with acquisition of a training dataset and generation of machine learning models from 17 heart rate variability parameters. Accuracy was improved with multilayer perceptron models and tested on 85 firefighters in a cage maze. A specific platform acquired a dataset with better label accuracy providing a second model.

A case of hepatitis induced by herbal medicine in non-small cell lung cancer patient treated by a combination of immunotherapy and chemotherapy.

Introduction: Consumption of complementary and alternative medicine (CAM) is widely described in cancer patient. However, their composition is not clearly defined and the proofs of safety or effectiveness are quite low. We reported here the case of a CAM-induced hepatitis.

New records of Phlaeothripinae from New Caledonia, with the description of a new species of Adraneothrips Hood (Thysanoptera, Phlaeothripidae).

Four species of phlaeothripines are newly recorded and illustrated from New Caledonia: Adraneothrips moundi n. sp., Baenothrips cf.

Pennathrips (Thysanoptera: Thripidae), a new panchaetothripine genus from New Caledonia.

The Pacific island of New Caledonia is located about 1500km East of Australia just north of the Tropic of Capricorn. It has a rich endemic flora involving more than 5000 plant species (Endemia.nc 2021; Guillaumin 1948), but the only account of the Thysanoptera fauna apart from some new species descriptions is a check-list of 44 genera and 68 species (Bournier Mound 2000).

Relative frequency of drug-induced sleep disorders for 32 antidepressants in a large set of Internet user reviews.

Study Objectives: It is known that antidepressant drugs can induce sleep disorders in patients, but little data exist about high or low-risk molecules. The aim was to study the frequency of antidepressant drug-induced sleep disorders (DISD) by molecule.

Methods: 77,391 patient comments for 32 antidepressant drugs were collected from drug review websites and screened for DISD.

Statin (mis)use in older people: A cross-sectional study using French health insurance databases.

Purpose: To describe the occurrence of potential statin misuse, its characteristics and associated factors in older people.

Methods: A retrospective cross-sectional study was conducted in Alsace and Lorraine (France) using French health insurance databases. Study population comprised community-dwelling patients and nursing homes residents aged 80 and over, who received at least one statin prescription between January 1, 2017 to April 30, 2017 (N = 38 268).

emCopidothrips octarticulatus/em recorded from Tahiti, with first description of the male and larvae (Thysanoptera, Thripidae, Panchaetothripinae).

Heliothrips (Parthenothrips) octarcticulatus was originally described by Schmutz (1913) from Sri Lanka. Subsequently, Hood (1954) described from Taiwan a new genus and species Copidothrips formosus, and then Stannard and Mitri (1962) described a further new genus and species, Mesostenothrips kraussi, from Kiribati and Gibert Islands. Bhatti (1967, 1990), recognized that only a single genus and species was involved amongst these names, established the resultant synonymies, and recorded the species octarcticulatus from various localities between the Seychelles and five different Pacific Island groups.

Medication adherence and persistence among patients with non-small cell lung cancer receiving tyrosine kinase inhibitors and estimation of the economic burden associated with the unused medicines.

Background: Non-small cell lung cancer (NSCLC) is a leading cause of cancer deaths. Its treatment includes specific oral tyrosine kinases inhibitors (TKIs).

Objectives: To estimate adherence and persistence among patients receiving TKIs and to assess the economic burden of the unused medicines in Alsace (France).

Integrative taxonomy confirms that Gregarina garnhami and G. acridiorum (Apicomplexa, Gregarinidae), parasites of Schistocerca gregaria and Locusta migratoria (Insecta, Orthoptera), are distinct species.

Orthoptera are infected by about 60 species of gregarines assigned to the genus Gregarina Dufour, 1828. Among these species, Gregarina garnhami Canning, 1956 from Schistocerca gregaria (Forsskål, 1775) was considered by Lipa et al. in 1996 to be synonymous with Gregarina acridiorum (Léger 1893), a parasite of several orthopteran species including Locusta migratoria (Linné, 1758).

Enhancing the role played by clinical pharmacists in psychiatric settings to better integrate clinical psychopharmacology into the decision-making process.

The importance of clinical psychopharmacological knowledge for modern psychiatric care is both well-established and underdeveloped. Although psychiatric pharmacists are identified as experts in psychopharmacotherapy based on pharmacists' overall expertise in pharmacotherapy, in real-life health settings, such is not necessarily the case. As a matter of fact, (1) pharmacists' real expertise in pharmacotherapy is mainly seen as useful to patients (as part of therapeutic education), (2) pharmacists' practice methods are usually circumscribed to the framework of quality processes (e.

Dendrothripoides moundi (Thysanoptera, Thripidae), a new species from Madagascar.

The genus Dendrothripoides was originally described by Bagnall (1923) from India and is currently represented by five species (ThripsWiki 2020). Dendrothripoides innoxius (Karny) is widely distributed in the Oriental and Pacific regions; D. microchaetus Okajima is from the Philippines and Indonesian archipelago; D.

Prescribing practices of lopinavir/ritonavir, hydroxychloroquine and azithromycin during the COVID-19 epidemic crisis and pharmaceutical interventions in a French teaching hospital.

Objective: The aims of this study were to describe prescribing practices of lopinavir/ritonavir, hydroxychloroquine and azithromycin during the COVID-19 epidemic crisis (primary endpoint), then to characterise pharmaceutical interventions (PIs) targeted to these medications and evaluate the impact of these PIs on prescribers' practices (secondary end-points).

Methods: This retrospective observational study was carried out at the University Hospital of Strasbourg (France) from March to April 2020. The analysed population excluded patients from intensive care units but included all other adult patients with COVID-19 who received at least one dose of lopinavir/ritonavir combination, hydroxychloroquine or azithromycin, while inpatients.

The genus Holopothrips Hood, 1914 in Guadeloupe with descriptions of two new species (Thysanoptera, Phlaeothripidae).

After the revision of the genus Holopothrips provided by Lindner et al. (2018), the specimens of Holopothrips kept in the CIRAD/CBGP collection collected in Guadeloupe were re-examined. Two species previously identified as Holopothrips tenuis and Holopothrips sp.

Adherence to oral anticancer chemotherapies and estimation of the economic burden associated with unused medicines.

Background The list of oral and expensive chemotherapy agents has lengthened over the last few years and has created unique medication adherence concerns. In a real-life setting, patients often do not take their medications as prescribed. This pattern is associated with poor outcomes and increased health care costs.

Self-Powered Implantable Medical Devices: Photovoltaic Energy Harvesting Review.

Implantable technologies are becoming more widespread for biomedical applications that include physical identification, health diagnosis, monitoring, recording, and treatment of human physiological traits. However, energy harvesting and power generation beneath the human tissue are still a major challenge. In this regard, self-powered implantable devices that scavenge energy from the human body are attractive for long-term monitoring of human physiological traits.