Miracle-dz/UniFAR-FTUs huggingface dataset:
Typical medullary breast carcinoma: Clinical outcomes and treatment results

Typical medullary breast carcinoma (T-MBC) accounts for less than 1% of all malignant breast neoplasms, and immu­nohistochemically is characteristic of “triple-negative” breast carcinoma. The purpose of this study was to describe the clinical characteristics and treatment results for patients with T-MBC treated at a single institution, and discuss the controversial aspects of this very rare form of breast cancer. Analyses was performed in 120 patients with T-MBC who were treated between 1970 and 2005. These cases represent 1.1% of all (11 270) patients treated for breast cancer during this period. According to TNM classification, 26 patients (21.6%) were in stage I, 80 patients (66.7%) in stage II and 14 (11.7%) in stage III of clinically advanced breast cancer. Involved axillary lymph nodes occurred in just 10 (8.3%) of the patients, and in all cases metastases were observed in 1–3 lymph nodes. All the patients un­derwent primary surgery. Radical mastectomies were performed on 98 (81.6%) patients, while the other 22 (18.4%) underwent breast-conserving surgery (BCS). Radiotherapy was performed in 36 patients (22 after BCS and 14 after mastectomy). Patients with nodal involvement (10 patients) received adjuvant chemotherapy, and 8 patients with hormone receptor expression received hormonotherapy with tamoxifen. The 10-year DFS rate was 90%. Out of 120 patients with T-MBC, only 4 (3.3%) died from this cancer. We showed that none of the population, neither clinical nor microscopic, had a statistically significant influence on the 10-year disease-free survival rate. Our results are similar to others presented in literature.
Spatial Integration of the Milk Market in Poland

The production of milk is an essential branch of agricultural production in Poland. There have been considerable changes in the milk market in Poland over the last 20 years (such as, e.g., the adjustment of the market to the EU requirements, which had an impact on the functioning of this market as well as its spatial integration. This research mainly aimed to assess the processes of spatial integration on the Polish milk market in the period 1999–2018. In order to process the material collected, the author applied the analysis of price differences, the analysis of correlation, the Johansen test of cointegration and the Granger causality test. As a result of the research conducted, it was found that there is a long-term balance between prices in various voivodeships in Poland. Moreover, the closer the voivodeships were to one another, the greater the co-variability of prices was between them. In addition, it was indicated which voivodeships were crucial from the point of view of the process of revealing and determining raw milk prices in Poland by two distinguished periods (1999–2008 and 2009–2018).
Customized CWT-CCA: Discovery of Prominent Persons in the Crime Network,

: In this paper, we propose a modiﬁed Cluster Walk Trap (CWT) approach combined with Closed Cycle Approach(CCA). The proposed method uses probability measure in a multimode network to evaluate group of persons involved in common crime and group of crime done by a common person thereby avoiding the difﬁculty of adjacency matrix. The usage of transitivity based on closed cycle in node identiﬁcation overcomes the problem of computational complexity with the increased number of nodes and edges. Based on the clustering coefﬁcient value, the inﬂuential nodes are classiﬁed as victim, suspect and witness. Experiments are conducted using the publicly available KONECT dataset and the simulation results show that the proposed approach is good in identiﬁcation of communities and inﬂuential nodes with improved degree of accuracy than the other approaches reported in the literature.
Cerebral venous thrombosis in inflammatory bowel disease

Patients with inflammatory bowel disease (IBD) have a higher risk of venous thrombosis compared with the general population. The most common sites of venous thrombosis in IBD patients are the deep veins of the legs, pulmonary system, and portal and mesenteric veins. However, cerebral venous thrombosis (CVT) is rarely associated with IBD. In patients with IBD complicated by CVT, favorable outcomes are possible with early diagnosis and appropriate treatment. However, when patients are not treated, the mortality rate can be as high as 50%. Here, we present a 32-year-old man with the complaints of headache and seizures earlier diagnosed with ulcerative colitis. A diagnosis of CVT was made based on imaging findings. Thromboembolism is an extraintestinal complication of IBD, more frequently venous thrombosis and pulmonary thromboembolism.
Dynamics of the Parameters of Platelet Hemostasis in Patients with Ischemic Stroke after Systemic Thrombolytic Therapy

Were examined 89 patients with ischemic stroke (IS) (mean age 58.54 (55.05, 64.73)), 42 of them with systemic thrombolytic therapy (TLT) (mean age 64.26 )60.58; 68,06)) and 47 patients with IS without TLT (54,52 (47,48, 60,83)). In the subgroup of moderate severity (from 7 to 14 points in NIHSS) included 13 patients after TLT, of severe severity (more than 15 points for NIHSS) included 29 patients after TLT. The determination of platelet hemostasis was carried out by the method of Born and O'Brien with the determination of aggregation, sizes of platelet aggregates for adrenaline, Ð°denosine diphosphate (ADP), ristomycin, spontaneous aggregation and fibrinogen concentrations on days 1, 7 and 14. Clinical evaluation of the severity of the condition was carried out according to the NIHSS scale. Specific features of changes in platelet hemostasis in inducers (adrenaline, ristomycin, ADP) in patients with IS after TLT at 1, 7 and 14 days in comparison with the indices of patients without TLT and their relationship with the dynamics of neurologic deficit, which allow to clarify the features of the vascular flow process, its forecast.
Pengaruh Desinfeksi Energi Microwave Terhadap Kekuatan Transversal Resin Akrilik Polimerisasi Panas

Disinfectant by microwave energy is highly recommended as a solution to solve the problem of chemical disinfection on denture bases. One of the denture base materials is heat cured acrylic resin. Aim, to evaluate the effect of disinfectant by microwave energy with different time on the transversal strength of heat cured acrylic resin. 30 plates (n = 6) of heat cured acrylic resin with size 65x10x2,5 mm were divided into 5 groups (control; and microwave energy disinfected for 2, 4 , 6, and 8 minutes with 650 Watts of power). Transversal strength test was carried out using Torsee's Electronic System Universal Testing Machine with a test speed of 0.1 mm / second, and a load cell of 50 kgf. Data analyzed using one-way ANOVA and LSD pos hoc. Results, there were significant differences in the transverse strength among all groups (p <0.05). Mean values of all groups were 103.59 ± 0.66 MPa; 112.02 ± 2.10 MPa; 117.48 ± 1.73 MPa; 125.46 ± 2.25 MPa; and 135.89 ± 1.56 MPa respectively. Conclusion, the longer it is disinfected by microwave energy, the higher the transversal strength of heat cured acrylic resin.
Discovering Meaningful Pattern of Undergraduate Students Data using Association Rules Mining

—Association rules mining is a technique in data mining to discovering a meaningful pattern of data. The main objective of this research is to identify undergraduate students data and to get the profile and insight from the past data. It will have a benefit for improvement in academic activity in the future. This research has two phases. The first phase is preprocessing data, and the second phase is analyzing and measurement data using the Apriori Algorithms. The data preprocessing stage is done by cleaning data from noise and transforming data into the specified parameters. We use four feature/variable data, namely length of study duration, length of thesis duration, and Grade Point Average (GPA), and English proficiency score. The results of this research are variables of English proficiency score, Grade Point Average (GPA), and length of study duration having relations in student data.
NREM consolidation and increased spindle counts improve age-related memory impairments and hippocampal representations

Age-related changes in sleep patterns have been linked to cognitive decline. Specifically, increasing age is associated with increasing fragmentation of sleep and wake cycles. However, it remains unknown if improvements in sleep architecture can ameliorate cellular and cognitive deficits. We evaluated how changes in sleep architecture following sleep restriction affected hippocampal representations and memory in young and old mice. After training in a hippocampus- dependent object/place recognition task, control animals were allowed to sleep ad libitum, while experimental animals underwent 5 hours of sleep restriction (SR). Interestingly, old SR mice exhibited successful object/place learning comparable to young control mice, whereas young SR and old control mice did not. Successful learning correlated with the presence of two hippocampal cell types: 1) “Context” cells, which remained stable throughout training and testing, and 2) “Object” cells, which shifted their preferred firing location when objects were introduced to the context and moved during testing. As expected, EEG analysis revealed more fragmented sleep and fewer spindles in old controls than young controls during the post-training sleep period. However, following the acute SR session, old animals exhibited increased consolidation of NREM and increased spindle count, while young mice only displayed changes in REM bout length. These results indicate that consolidation of NREM sleep and increases in spindle count serve to ameliorate age-related memory deficits and allow hippocampal representations to adapt to changing environments. eTORC Blurb Age-related cognitive decline is associated with poor sleep quality. This study shows that acute sleep restriction serves to improve memory, hippocampal representations, and sleep quality in old mice, having the opposite effect in young animals. These findings indicate that improving sleep quality may mitigate age-related cognitive decline. Highlights Acute sleep restriction improves memory in old mice, but adversely affects young ones Acute sleep restriction makes hippocampal representations more flexible in old mice Acute sleep restriction improves sleep quality and increases spindle count in old mice Acute sleep restriction decreases hippocampal flexibility in young mice
An Exploration of Charge Nurse Decision-Making Related to the Nurse-Patient Assignment on Adult Medical-Surgical Inpatient Units

ABSTRACT AN EXPLORATION OF CHARGE NURSE DECISION-MAKING RELATED TO THE NURSEPATIENT ASSIGNMENT ON ADULT MEDICAL-SURGICAL INPATIENT UNITS Colin Plover Julie Sochalski, PhD, RN, FAAN Statement of the Problem: In adult inpatient medical-surgical settings, the nurse-patient assignment serves as a strategy to organize the delivery of nurse-patient care. How nurse-patient care is organized through the nurse-patient assignment affects both nurse and patient outcomes, yet no best practice method of developing the nurse-patient assignment exists. Current literature demonstrates limited investigations of charge nurse reflections on their decision-making related to the nurse-patient assignment. Charge nurse perspectives are important because charge nurses drive the decision-making through which patient care is allocated. Despite their integral role, little is known about charge nurse perspectives on the process of the development of the nurse-patient assignment, what factors charge nurses consider and how they consider them when allocating patient care. Procedure and Methods: A qualitative descriptive approach was chosen and a semi-structured interview guide was used to conduct interviews with 18 charge nurses across four medical-surgical units. Attention was paid to the process of patient care allocation through the nurse-patient assignment, the factors which charge nurses found to be the most and least important, and how they prioritize these factors in their decision-making process. Results: The interviews revealed both common and divergent practices with respect to charge nurses’ process of developing the nurse-patient assignment, the factors that they considered, and how they considered these factors when making patient care allocation decisions. These common and divergent practices were identified by themes and sub-themes respectively. Themes identified how all charge nurses described processes of gathering information involving the application of frameworks with shared aims through which they synthesized specific factors in common ways to develop an assignment that aligned with a common constellation of goals. Sub-themes identified variation with respect to where charge nurses sourced their information, the factors they considered, their strategies for considering factors, how they considered factors, factor terminology and their specific goals. Conclusions: The insight this investigation provides into charge nurse development of the nurse-patient assignment has implications for practice environments that include ways to inform research which may serve to improve patient safety, nurse outcomes and the efficiency and cost effectiveness with which patient care is organized and delivered. Degree Type Dissertation This dissertation is available at ScholarlyCommons: https://repository.upenn. edu/edissertations/2533 Degree Name Doctor of Philosophy (PhD) Graduate Group Nursing First Advisor Julie Sochalski
JDNet: A Joint-Learning Distilled Network for Mobile Visual Food Recognition

Visual food recognition on mobile devices has attracted increasing attention in recent years due to its roles in individual diet monitoring and social health management and analysis. Existing visual food recognition approaches usually use large server-based networks to achieve high accuracy. However, these networks are not compact enough to be deployed on mobile devices. Even though some compact architectures have been proposed, most of them are unable to obtain the performance of full-size networks. In view of this, this paper proposes a Joint-learning Distilled Network (JDNet) that targets to achieve a high food recognition accuracy of a compact student network by learning from a large teacher network, while retaining a compact network size. Compared to the conventional one-directional knowledge distillation methods, the proposed JDNet has a novel joint-learning framework where the large teacher network and the small student network are trained simultaneously, by leveraging on different intermediate layer features in both network. JDNet introduces a new Multi-Stage Knowledge Distillation (MSKD) for simultaneous student-teacher training at different levels of abstraction. A new Instance Activation Learning (IAL) is also proposed to jointly train student and teacher on instance activation map of each training sample. Experimental results show that the trained student model is able to achieve a state-of-the-art Top-1 recognition accuracy on the benchmark UECFood-256 and Food-101 datasets at 84.0% and 91.2%, respectively, and retaining a 4x smaller network size for mobile deployment.
An Augmented-reality-based Warning Interface for Pedestrians: User Interface Design and Evaluation

Warning pedestrians of oncoming vehicles is very important for improving pedestrian safety. Due to the limitation of the pedestrian’s carrying ability, it is crucial to find an effective solution to present warnings to pedestrians correctly and effectively. There have been many studies focused on vehicle warning systems, but studies focusing on the graphic user interface of pedestrian warning systems are limited. An Augmented Reality (AR) user interface was developed based on user characteristics and use scenarios. The necessary warning information was presented using a User Interface (UI) through a combination of potential risks path and collision point. Participants feedbacks indicate that 88% of the participants can understand the design of the interface with minor confusion and 98% of the warning information in the interface can be understood easily. This design can further used for different AR warning for pedestrians.
Narcisismo e Comparação Social: uma Análise entre Estudantes de Ciências Contábeis

O ser humano possui características comportamentais que influenciam determinadas atitudes por ele adotadas. Uma dessas características é a forma como ele se enxerga em relação ao mundo e a outras pessoas. Quando os indivíduos tendem a achar que ser superior a outros os tornam especiais, pode-se observar que existem neles características narcisistas. E, para sustentarem a sua sensação de superioridade, os narcisistas utilizam as comparações com outros indivíduos. O objetivo desta pesquisa consiste em examinar a relação entre traços não patológicos de personalidade narcisista, autoestima elevada e as diferenças individuais na frequência de comparação social entre estudantes de graduação do curso de Ciências Contábeis da Universidade Federal de Minas Gerais. A coleta de dados foi realizada por meio de questionário aplicado a 176 estudantes, contemplando três escalas para mensurar traços não patológicos de personalidade narcisista, autoestima elevada e aspectos relacionados ao processo de comparação social. Chegou-se à conclusão de que indivíduos com níveis mais elevados de traços de personalidade narcisista apresentam, também, níveis mais elevados de autoestima. Em relação à autoestima e à comparação social, verificou-se que indivíduos que apresentam autoestima elevada tendem a realizar menos comparações sociais. Estes dois primeiros resultados convergiram com as discussões teóricas e resultados obtidos por estudos semelhantes.
Infective Organisms and their Changing Antibiotic Sensitivity Trends in Infections Occurring in Orthopaedics Implant Surgery

Objective: To know about the various pathogens causing infection in Orthopaedic implant surgeries and their antibiotic sensitivities. Methods: This prospective study was conducted in Department of Orthopaedics, Khyber teaching Hospital, Peshawar, from January 2015 to December 2015. All patients having close fractures of long bones including humerus, radius/ulna, femur and tibia requiring open reduction and internal fixation ORIF were included. Patients data was noted on a preformed proforma. Patients were followed up to 6 months. Results: 30 patients out of 650 developed Surgical site infection were selected. 23 were male and 7 were female patients. Age range was from 5-75 years. Staph Aureus including Methicillin resistant Staph Aureus MRSA was most common cultured organism, followed by E Coli and pseudomonas. 23 cases yielded single organism, 5 cases yielded 2 organisms, 1 case yielded 3 organisms. There was no organism growth in one case. Conclusion: Staph aureus including MRSA is the main cause of surgical site infection in orthopedics implant surgery. Other bacteria like E. Coli may cause surgical site infection. Antibiotics should be prescribed according to culture and sensitivity reports.
Investigating the effect of metal powder recycling in Electron beam Powder Bed Fusion using process log data

Abstract Recycling metal powders in the Additive Manufacturing (AM) process is an important consideration in affordability with reference to traditional manufacturing. Metal powder recyclability has been studied before with respect to change in chemical composition of powders, effect on mechanical properties of produced parts, effect on flowability of powders and powder morphology of parts. However, these studies involve ex situ characterization of powders after many use cycles. In this paper, we propose a data-driven method to understand in situ behavior of recycled powder on the build platform. Our method is based on comprehensive analysis of log file data from various sensors used in the process of printing metal parts in the Arcam Electron Beam Melting (EBM) ® system. Using rake position data and rake sensor pulse data collected during Arcam builds, we found that Inconel 718 powders exhibit additional powder spreading operations with increased reuse cycles compared to Ti-6Al-4V powders. We substantiate differences found in in situ behavior of Ti-6Al-4V and Inconel 718 powders using known sintering behavior of the two powders. The novelty of this work lies in the new approach to understanding powder behavior especially spreadability using in situ log file data that is regularly collected in Arcam EBM® builds rather than physical testing of parts and powders post build. In addition to studying powder recyclability, the proposed methodology has potential to be extended generically to monitor powder behavior in AM processes.
Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition

The critical issue for fault diagnosis of wheel-set bearings in high-speed trains is to extract fault features from vibration signals. To handle high complexity, strong coupling, and low signal-to-noise ratio of the vibration signals, this article proposes a novel multibranch and multiscale convolutional neural network that can automatically learn and fuse abundant and complementary fault information from the multiple signal components and time scales of the vibration signals. The proposed method combines the conventional filtering methods and the idea of the multiscale learning, which can extend the breadth and depth of the feature learning process. Consequently, the proposed network can perform better. The experimental results on the wheelset bearing dataset demonstrate that the proposed method has better antinoise ability and load domain adaptability and can diagnose 12 fault types more accurately when compared with the five state-of-the-art networks.
Gender-responsive approaches for women in the United States

A large body of literature shows that there are dramatic differences between justice-involved men and women (Bloom and Covington 2008; Bloom et al. 2003, 2004; Browne et al. 1999; Chesney-Lind and Pasko 2004; Owen and Bloom 1995; Singer et al. 1995). The women are more likely to have co-occurring substance use disorders and mental health issues, to have chronic physical health issues, to be primary caretakers of minor children, and to be victims of intimate partner violence, as opposed to their male counterparts. Pregnant and postpartum women also require additional specialized treatment and care. Justice-involved women are also more likely than men to report extensive histories of trauma, including emotional, physical, and sexual abuse as children, adolescents, and adults (Langan and Pelissier 2001; ~essina et al. 2007; Pollock 2002).
Adjunctive Low-Dose Aspirin plus Omega-3 Fatty Acid versus Low-Dose Doxycycline on Chronic Periodontitis

Assistant Professor, Department of Periodontics, School of Dentistry, Khorasgan Islamic Azad University, Isfahan, Iran Dentist, Private Office, Isfahan, Iran Assistant Professor, Department of Restorative Dentistry, School of Dentistry, Khorasgan Islamic Azad University, Isfahan, Iran Assistant Professor, Department of Periodontics, School of Dentistry, Ahwaz University of Medical Sciences, Ahwaz, Iran