Literature Recommendations Research Articles

Interesting case of PIP joint fracture of Index finger

This case report provides you an example of PIP joint fracture of index finger mistreatment and the correct way to manage these kind of fractures, based on up to date literature recommendations.

Multicenter survey about leg length discrepancy and total hip arthroplasty: preoperative and intraoperative management

BackgroundWe created a multicenter survey for Italian orthopedic surgeons on how they approach leg length discrepancy (LLD) when dealing with primary total hip arthroplasty. Aim of the study was to show how surgeons manage LLD and follow the literature recommendations during clinical practice.MethodsThe survey was composed of 25 questions divided into four sections: 1—surgeon’s profile, 2—preoperative and 3—intraoperative evaluation, and 4—postoperative management. In this paper, we report results to answer Sects. 1 and 2. Absolute and relative frequencies of answers to Sects. 2 and 3 are reported. We divided the participants in subgroups based on the “surgeon’s profile” and evaluated difference in the answers given.ResultsAbsolute and relative frequencies demonstrate low agreement among participants in all phases of LLD management. We demonstrated a statistically significant difference based on the surgeon’s profile regarding these questions: radiographic measure of LLD depending on working experience, p = 0.008; digital planning based on surgeons’ age, p < 0.001, and workplace, p = 0.026; intraoperative anatomical landmarks based on numbers of procedures per year, p = 0.020; and use of intraoperative X-rays based on working experience, p = 0.002.ConclusionsLLD is a debated topic with no definitive recommendations. Many decisions still depend on tradition and surgeons’ preference.

P-451 Improvement and validation of a cost effective PGT-A test for the detection of aneuploidy, triploidy and mosaicism

Abstract Study question This study aims to validate a PGT-A platform to simultaneously sequence and genotype embryos to detect triploidy as well as high and low frequency mosaicism. Summary answer Previda Plus platform validation establishes the capability to concurrently identify aneuploidy, triploidy and mosaicism with high and low frequencies at a significantly reduced cost. What is known already Low pass sequencing platforms can identify with great accuracy monosomy and trisomy karyotypes from embryo biopsies by comparing DNA quantities across chromosomes, however, these platforms exhibit limitations in identifying triploidy since all chromosomes exhibit uniform concentration. Triploidy detection necessitates genotyping involving the detection of highly variable SNPs to distinguish different haplotypes. Intermediate copy number may represent putative mosaicism. Recent publications show that embryos with low-level mosaicism demonstrate comparable implantation rates to euploid embryos, therefore validating cut offs to differentiate between low-level and high-level mosaics from euploid and aneuploid embryos is necessary. Study design, size, duration To validate triploidy detection, we measured allele frequencies (AF) using a high frequency SNP panel. The SNP frequency profile of a diploid exhibits a mix of AF of 100% and 50%, while a triploid exhibits AF of 100%, 66%, and 33%. To validate mosaicism, cell lines that were diploid, trisomic, or monosomic for a specific chromosome were mixed in pairs in increments of 10% (From 0%:100% line-1:line-2, to 100%:0%) with multiple iterations of each combination. Participants/materials, setting, methods Fifteen cell lines (triploid or diploid) underwent amplification using a 384 highly variable SNP panel. Pooled SNP and PGT-A products underwent processing in a single sequencing workflow. Ploidy Scores (PS) were derived from the total number of SNPs, 66% and 33%, and cutoff values were established to discriminate between diploid and triploid. For mosaicism validation, thirteen different trisomic cell lines were mixed in 10% ratio increments with 15 different monosomic cell lines. Main results and the role of chance Amplified samples exhibited distinct separation in ploidy scores between diploidy (PS of 0.91 to 1.85), and triploidy samples (PS of 0.28 to 0.61) with no overlap of boxplots. Specificity, sensitivity, and accuracy were 100%. For mosaicism validation, mixing different ratios of cell lines featuring monosomy and cell lines for a trisomy for different chromosomes resulted in ratios of monosomy: disomy for one chromosome and trisomy: disomy for the other. We assessed 32 combinations of cell lines, each one in 10% increments of each cell line from 0:100% to 100%:0%. Mixes with 40% trisomy mosaicism exhibited a 2.35 median ploidy, while 50%, 60%, 70% and 80% mixes show 2.45, 2.50, 2.60, and 2.70, respectively. Mixes with 40% monosomy mosaicism exhibited a median ploidy of 1.6, while 50%, 60%, 70% and 80% mixes showed 1.50, 1.45, 1.35, and 1.25, respectively. The literature recommends considering &amp;lt;40% mosaicism as euploid and 80-100% as aneuploid, therefore, ploidy scores below 2.35 are deemed euploid, ploidy scores at or above 2.35, but below 2.6 (40%-60%), are classified as low level mosaic, and ploidy scores equal to or above 2.6, but below 2.7, are classified as high mosaic. Embryos equal to or above 2.8 (80%+) are considered aneuploid. Limitations, reasons for caution This test is not designed to screen for tetraploidy (92 XXYY) and has not undergone validation for it nor haploidy. Validation procedures solely utilized cell lines. Reanalysis of the remainder of embryos deemed triploid or high-rate mosaic using this validation results are currently underway. Wider implications of the findings This Previda Plus platform combined with proprietary chemistry provides a rapid, cost effective, and a streamlined workflow for aneuploidy, triploidy, and mosaicism for use in PGT-A of blastocysts biopsies. Trial registration number not applicable

Fracture sonography-review of literature and current recommendations.

Over a span of more than two years, a collaborative expert group consisting of 9 professional societies has meticulously crafted the S2e guideline on fracture sonography. This publication encapsulates the essential insights pertaining to specific indications. A thorough and systematic literature search, covering the period from 2000 to March 2021, was conducted across PubMed, Google Scholar, and the Cochrane Database of Systematic Reviews, complemented by an evaluation of bibliographies. Inclusion criteria encompassed randomized controlled clinical trials, observational clinical trials, meta-analyses, and systematic reviews, while guidelines, conferences, reviews, case reports, and expert opinions were excluded. The SIGN grading system (1999-2012) was applied to assess evidence, and resultant SIGN tables were presented to the expert group. Specific recommendations for the application of fracture sonography were then derived through unanimous consensus after detailed discussions. Out of the initial pool of 520 literature sources, a meticulous screening and content assessment process yielded 182 sources (146 clinical studies and 36 meta-analyses and systematic reviews) for evaluation. The comprehensive analysis identified twenty-one indications that substantiate the judicious use of fracture sonography. Ultrasound emerges as a pragmatic and user-friendly diagnostic method, showcasing feasibility across a diverse range of indications.

Variation in the Pullout Capacity according to the Tilt and Misorientation of a Floating Offshore Wind Turbine Suction Anchor Using Geometric Method

In this study, geometric calculation was performed to investigate the influence of the combined effect of tilt and misorientation on the pullout capacity of suction anchor used in floating offshore wind turbine. When considering the combined effect of tilt and misorientation, it was observed that they do not proportionally affect the pullout capacity but rather influence each other relatively. Criteria considering both tilt and misorientation are not provided in existing literature or DNV recommendation. Therefore, based on the comprehensive results of this study, a proposed decrease in pullout capacity within 3% is suggested.

Огляд та порівняльний аналіз перспективних систем індивідуального дозиметричного контролю для АЕС України

Individual dosimetric monitoring (IDM) of external exposure of the personnel of nuclear power facilities is a key element of the radiation protection system, is traditionally within the responsibility of NPP radiation safety shops and is carried out by appropriately equipped IDM laboratories. The equipment of the IDM at NPPs, which was commissioned in the mid-2000's, is coming to the end of its life cycle and the issue of equipment replacement is on the agenda now. New IDM systems that will operate for the next 10 - 15 years should meet modern requirements, take into account global trends in radiological protection and the latest developments of IDM instrumentation, while the choice of new systems should be based on international and domestic experience, adequacy of dosimetric performance and operational practicality. The review is devoted to the comparison of the characteristics of the potent passive personal dosimetry systems considered for IDM of Ukrainian NPP personnel. Based on the analysis of literature data, international standards and recommendations, information from manufacturers and authors’ own practical experience, a generalization of information on existing and future IDM systems is carried out, a vision of the most optimal choice of systems for re-equipping laboratories for dosimetric monitoring of nuclear power plants good for the next decade is proposed.

Bolt-bearing behavior of hybrid CFRP-steel laminates at low temperature

Hybrdization of CFRP with steel sheets enhances bolt-bearing performance. At room temperature, bearing strength is reported to increase while minimum edge and width distances decrease. To assess if this advantage persists under low temperature conditions, bolt-bearing tests following AITM 1-0009 are conducted at 23°C and −55°C. Various monolithic and hybrid configurations with different metal content and joint geometries are examined. Furthermore, ultrasound scanning and optical microscopy of the fracture plane is conducted. Hybridizing composites notably improves bearing capacity. However, the reinforcement effect is less pronounced at low temperatures compared to room temperature. The reduction in minimum edge and width distances with metal hybridization largely depends on the composite ply stacking, challenging general literature recommendations. Regarding damage mechanisms in the joints, fractography indicates that introduction of steel sheets relieves composite plies, isolates damage, and enhances load-bearing capacity through additional bending stiffness and significant plastic deformation of the metal.

RefAI: a GPT-powered retrieval-augmented generative tool for biomedical literature recommendation and summarization.

Precise literature recommendation and summarization are crucial for biomedical professionals. While the latest iteration of generative pretrained transformer (GPT) incorporates 2 distinct modes-real-time search and pretrained model utilization-it encounters challenges in dealing with these tasks. Specifically, the real-time search can pinpoint some relevant articles but occasionally provides fabricated papers, whereas the pretrained model excels in generating well-structured summaries but struggles to cite specific sources. In response, this study introduces RefAI, an innovative retrieval-augmented generative tool designed to synergize the strengths of large language models (LLMs) while overcoming their limitations. RefAI utilized PubMed for systematic literature retrieval, employed a novel multivariable algorithm for article recommendation, and leveraged GPT-4 turbo for summarization. Ten queries under 2 prevalent topics ("cancer immunotherapy and target therapy" and "LLMs in medicine") were chosen as use cases and 3 established counterparts (ChatGPT-4, ScholarAI, and Gemini) as our baselines. The evaluation was conducted by 10 domain experts through standard statistical analyses for performance comparison. The overall performance of RefAI surpassed that of the baselines across 5 evaluated dimensions-relevance and quality for literature recommendation, accuracy, comprehensiveness, and reference integration for summarization, with the majority exhibiting statistically significant improvements (P-values <.05). RefAI demonstrated substantial improvements in literature recommendation and summarization over existing tools, addressing issues like fabricated papers, metadata inaccuracies, restricted recommendations, and poor reference integration. By augmenting LLM with external resources and a novel ranking algorithm, RefAI is uniquely capable of recommending high-quality literature and generating well-structured summaries, holding the potential to meet the critical needs of biomedical professionals in navigating and synthesizing vast amounts of scientific literature.

Inappropriate Laboratory Testing: Significant Waste Quantified by a Large-Scale Year-Long Study of Medicare and Commercial Payer Reimbursement.

Laboratory testing, beyond what is essential for managing health, is considered low-value care, posing patient risks and wasting resources. Measuring excess testing on a national level is crucial to identify waste and optimize healthcare resource allocation for maximum impact. To measure inappropriate laboratory testing and its cost across Medicare and many US commercial payers. A retrospective analysis on 2019 claims data measured the frequency of 4 commonly used laboratory tests among 64 million individuals with Medicare and 168 million with commercial insurance. Tests included 25-hydroxy vitamin D, prostate-specific antigen, lipid panel, and hemoglobin A1c. Clinical guidelines, medical literature, and payer recommendations were used to determine appropriate testing frequencies. Costs of excessive testing were calculated using the 2019 clinical lab fee schedule. A targeted analysis of 2022 data confirmed 2019 trends. Analysis of ∼84 million tests from ∼1 billion outpatient test claim records revealed that 7% to 51% of tests exceeded recommended frequencies, with some egregious overuse: for example hemoglobin-A1c or prostate-specific antigen every week. The conservative cost estimate for 4 excess tests surpassed $350 million. This extensive study, involving 232 million people, found that 14.4 million of 60.5 million individuals (23.8%) tested had undergone excessive laboratory testing, with likely little benefit and possible harm. Extrapolating findings to all laboratory testing suggests that Medicare alone may have incurred direct excess expenses from $1.95 to $3.28 billion in 2019, without factoring the hidden costs of excessive testing (eg, downstream care). Addressing unnecessary testing is crucial to lowering costs and redirecting resources for greater patient benefit.

Assessment of products of anaerobic fermentation of organic raw material from poultry last by microbiological indicators

The product of anaerobic microbiological transformation of bird droppings is a liquid suspended product (digestate), the composition of which is characterized by new chemical features acquired due to the activity of anaerobic microorganisms. This process takes place in biogas plants, and as a result of methane fermentation of bird droppings, biogas and residues of organic raw materials are formed, which are used as fertilizer. The international practice of using digestate as an organic fertilizer or soil improver for the farm’s own needs is similar to classic composts and does not require sanitary and microbiological certification, but there are voluntary certification standards, as well as various industry guidelines on the quality of organic fertilizers. The work analyzes international and national sanitary microbiological standards regarding digestates, products of processing by-products of animal husbandry and organic substances for application to the soil, in particular Regulation (EU) 2019/1009 of the European Parliament and the Council of June 5, 2019 «On establishing rules for placing fertilizers on the market EU», DSTU 7527:2014 «Poultry droppings. Technologies of biological processing. General requirements», DSTU 7938:2015 «Organic fertilizers. Agronomic requirements for the quality of fertilizers for use in organic production». Information from scientific articles, standards of individual countries and guidelines of international voluntary certification bodies regarding the assessment of digestate applied to the soil as an organic fertilizer or soil improver is summarized. It has been established that mandatory sanitary microbiological characteristics for such substances are Salmonella bacteria (Salmonellas spp.) and Escherichia spp. bacteria, as well as the standards of some countries and scientific literature recommend determining Coliform bacteria and Streptococ-cus faecalis bacteria, the presence of which indicates the possible presence of potentially dangerous strains of microorganisms. With the use of laboratory equipment, the granulation conditions of the solid fraction of the digestate were optimized to obtain granulated organic fertilizer from the sludge of the biogas plant. A microbiological analysis of granulated digestate from a biogas plant on bird droppings was carried out in order to establish its compliance with the sanitarybacteriological requirements for organic fertilizers. The presence of pathogens of infectious diseases in poultry droppings and the presence of phytopathogens in grain, which is used for the preparation of premixes, increases their probable migration into the composition of organic fertilizer in case of improper methane fermentation with violation of temperature and exposure conditions. Microbiological analysis of granulated digestate showed the absence of Salmonellas spp. and Escherichia spp. bacteria in the studied samples, but a high number of mold fungi 1.2·104±7.25·102 CFU/g was found, which may be a consequence of storage wet raw materials. In order to prevent microbiological contamination during the storage and transportation of raw materials and organic fertilizers, a necessary condition is compliance with sanitary requirements for all technological processes, starting from the conditions of keeping and feeding animals to the conditions of storage of finished products and application to the soil. The content of harmful microorganisms in the digestate of biogas plants operating on bird droppings or animal manure without litter or the addition of plant residues and chemicals depends mainly on the quality of the droppings and water. The quality of raw materials affects the quality of the digestate and is determined by the sanitary-epidemiological condition of animals and premises, microbiological contamination of feed, pre-treatment of raw materials for loading to the biogas plant. It was established that the granular digestate from bird droppings meets the requirements of Ukrainian standards DSTU 7527:2014 regarding organic fertilizers from poultry droppings and DSTU 7938:2015 regarding organic farming, which allows for further substantiation of optimal application technologies. To control the secondary bacterial contamination of organic raw materials during the storage process, the effectiveness of the use of commercial biological preparations was evaluated. The perspective of using commercial microbial preparations, in particular MycoHelp, to control mold fungi of the genus Penicillum spp. in the technologies of processing by-products of agriculture into organic fertilizers and preventing spoilage of finished products during storage.

Symposium review: high altitude travel with pulmonary vascular disease.

Pulmonary arterial hypertension and chronic thromboembolic pulmonary hypertension are the main precapillary forms of pulmonary hypertension (PH) summarized as pulmonary vascular diseases (PVD). PVDs are characterized by exertional dyspnoea and oxygen desaturation, and reduced quality of life and survival. Medical therapies improve life expectancy and physical performance of PVD patients, of whom many wish to participate in professional work and recreational activities including traveling to high altitude. The exposure to the hypobaric hypoxic environment of mountain regions incurs the risk of high altitude adverse events (AEHA) due to severe hypoxaemia exacerbating symptoms and further increase in pulmonary artery pressure, which may lead to right heart decompensation. Recent prospective and randomized trials show that altitude-induced hypoxaemia, pulmonary haemodynamic changes and impairment of exercise performance in PVD patients are in the range found in healthy people. The vast majority of optimally treated stable PVD patients who do not require long-term oxygen therapy at low altitude can tolerate short-term exposure to moderate altitudes up to 2500m. PVD patients that reveal persistent severe resting hypoxaemia ( <80% for >30min) at 2500m respond well to supplemental oxygen therapy. Although there are no accurate predictors for AEHA, PVD patients with unfavourable risk profiles at low altitude, such as higher WHO functional class, lower exercise capacity with more pronounced exercise-induced desaturation and more severely impaired haemodynamics, are at increased risk of AEHA. Therefore, doctors with experience in PVD and high-altitude medicine should counsel PVD patients before any high-altitude sojourn. This review aims to summarize recent literature and clinical recommendations about PVD patients travelling to high altitude.

The Relationship Between Urban Environment and Childhood Asthma: A Systematic Literature Review

This article aims to review the literature on the link between urban environment and childhood asthma with the outdoor air quality as the intervening variable. Our systematic literature review of 234 articles in Scopus, WOS, and PubMed databases returned 51 relevant research articles. Findings show that particular environments have detrimental effects on outdoor air quality, which in turn have a negative impact on childhood asthma. A larger number of studies focused on the relationship between traffic-related air pollution and childhood asthma. The results of this review inform researchers about the gaps in the literature and outline recommendations for future research.

Barriers against data sharing for Disaster Risk Reduction (DRR) at borders

Data sharing is a major driver to disaster Risk Reduction (DRR), which is essential to cross-border regions’ resilience. However, sharing data for DRR at borders remains challenging and a limited spectrum of regions have been significantly progressing on this path. While the literature recommends that cross-border regions and organizations settle data ecosystems, studies also evidence that ecosystems face difficulties in developing sustainable rules for data sharing. A better understanding of the impediments of data sharing in cross-border DRR ecosystems is therefore necessary and remains missing in the literature. This research, based on a qualitative and collaborative design, is a work in progress focusing on the Italian-French border. Based on 24 qualitative interviews and archive analysis, we have identified four major challenges that organizations need to overcome to support data sharing for DRR at borders. First, cross-border DRR actors struggle harmonizing their perspectives over their common environment, whether it is environmental or data-related. Second, they face persistent elements of fragmentation, particularly reinforced at frontiers. Third, these organizations meet the challenge of building a sustainable bond of trust between one another about data. Fourth, they lack data maturity, thus impeding good use of data within the ecosystem. Our findings contribute to a more situated understanding of data sharing at borders and call for more consideration of the border settings from practitioners that participate in data sharing.

A numerically robust and stable time–space pseudospectral approach for multidimensional generalized Burgers–Fisher equation

We study the pseudospectral discretization of a nonlinear multidimensional generalized Burgers–Fisher equation. The main objective of this study is to establish that the implementation of the pseudospectral method in time holds equal importance to its application in space when addressing nonlinearity. Typically, the literature recommends using a large number of grid points in the temporal direction to ensure satisfactory outcomes. However, the fact that we obtained excellent accuracy with a relatively small number of temporal grid points is a notable finding in this study. The Chebyshev–Gauss–Lobatto (CGL) points serve as the foundation for the recommended method. By applying the proposed method to the problem, a system of algebraic equations is obtained, which is subsequently solved using the Newton–Raphson technique. We have conducted stability analysis and error estimation for the proposed method. Different researchers’ considerations on test problems have been explored to illustrate the robustness and practicality of the approach presented. The results obtained using the proposed method demonstrate a high level of accuracy, surpassing the existing solutions by a significant margin.

Features of nutritional support for dysphagia. The role of a speech therapist

Neurogenic oropharyngeal dysphagia remains a widespread complication of neurological diseases. Its prevalence in stroke patients reaches 50%, among patients with multiple sclerosis — 44%, with amyotrophic lateral sclerosis — 60%, after brain injury — 50%, with Parkinson’s disease — 84%. Neurogenic oropharyngeal dysphagia can lead to a decrease in food intake, development of malnutrition and dehydration, and can also be complicated by the development of aspiration pneumonia, followed by death. Currently, the detection of dysphagia in hospitalized patients is often carried out late or outside the algorithm, which significantly increases the risk of nutritional deficiency, decreased quality of life, and other complications when eating. A clinical study of the swallowing function at the earliest possible time of hospitalization avoids delays in diagnosis and timely determines the feeding tactics of a patient with neurogenic dysphagia. The assessment of the swallowing function should be carried out in the first hours of the patient’s hospitalization, and the main conclusion to be drawn from the results of a clinical study of the swallowing function is whether the patient can receive food through the mouth to satisfy nutritional needs. Despite the urgency of the problem of the development of nutritional deficiency in patients with dysphagia, there are few specific recommendations in the Russian literature on the stages of diagnosis, medical rehabilitation and nutritional support for this category of patients. This review is devoted to the analysis of the need for correct diagnosis and rehabilitation of patients with dysphagia and the impact of dysphagia on the quality of life and nutritional status of the patients.

Two Cases of Malpositioning of Internal Jugular Central Venous Catheters: A Review of Literature and Current Treatment Recommendations

Two Cases of Malpositioning of Internal Jugular Central Venous Catheters: A Review of Literature and Current Treatment Recommendations

Enabling reliable usability assessment and comparative analysis of medical software: a comprehensive framework for multimodal biomedical imaging platforms

PurposeA literature review reveals that, at the moment, all usability tests for Software as a Medical Device (SaMD) are designed in compliance with international standards but it also reveals a lack of formalization in the implementation and administration of such usability tests, which prevents the comparison of results from different tests for the same class of SaMD. This study aims to provide a reproducible usability testing framework for SaMD to establish a standardized protocol which can ensure repeatability and comparisons of similar SaMD for the visualization of medical images and data.MethodsThe devised protocol aligns with international standards and literature recommendations for usability and human factors engineering. It encompasses participant selection, testing environments, equipment setup for various testing methods (HDMI vs. wireless), and hardware interfaces (keyboard/mouse vs. touchscreen), as well as the roles of the required testers. The protocol consists of two distinct sections: exploratory tasks and specific scenarios, to assess software functions and real-life tasks, respectively. Effectiveness and efficiency are evaluated using video analysis and a custom Stopwatch software, while user satisfaction is measured through post-test questionnaires.ResultsThe usability testing protocol was applied to a Multimodal Biomedical Imaging Platform All-in-One software developed by Imaginalis S.r.l. (Sesto Fiorentino, Italy) for validation. The results of the usability testing protocol applied to the case-study software demonstrate good values of software’s effectiveness and efficiency, along with user satisfaction supporting the prior heuristic evaluation. The outcomes confirm the robustness, applicability, and reproducibility of the usability testing protocol, aligning with best practices.ConclusionsThe proposed usability testing framework enables reliable usability assessment and comparative analysis of medical software. Furthermore, the obtained results can serve as a reference for assessing other biomedical imaging platforms under development or ready for release.

Identification and management of preoperative anaemia in adults: A British Society for Haematology Guideline update.

This updated British Society for Haematology guideline provides an up-to-date literature review and recommendations regarding the identification and management of preoperative anaemia. This includes guidance on thresholds for the diagnosis of anaemia and the diagnosis and management of iron deficiency in the preoperative context. Guidance on the appropriate use of erythropoiesis-stimulating agents and preoperative transfusion is also provided.

Metodologias de ensino para atenção primária na graduação de medicina e fisioterapia: uma revisão sistemática

Primary Health Care enables an inclusive and efficient approach with universal health coverage to meet people's health needs. Thus, the aim of this review was to find out the teaching methods and educational tools, which do not involve contact with real patients, are used in the training of undergraduate medical and physical therapy students for primary care. The databases used were Education Resources Information Center and Pubmed with the studies published until November 21, 2019, in English, Spanish and Portuguese. Methods and tools used, they were divided into non-experiential, experiential and mixed. It was possible to present several teaching methods and educational tools used and their effectiveness; the profile of professionals for this practice scenario; the change in the training of professionals with a person-centered, not disease-centered, look; as well as, gaps on the topic in the literature and elaborate recommendations for future studies. This review presents teaching methods and educational tools, which do not involve contact with real patients and can contribute methodological strategies to enable students to practice.

Keyphrase-Based Literature Recommendation: Enhancing User Queries with Hybrid Co-citation and Co-occurrence Networks

Keyphrase-Based Literature Recommendation: Enhancing User Queries with Hybrid Co-citation and Co-occurrence Networks