Co-sparse Non-negative Matrix Factorization

Non-negative matrix factorization, which decomposes the input non-negative matrix into product of two non-negative matrices, has been widely used in the neuroimaging field due to its flexible interpretability with non-negativity property. Nowadays, especially in the neuroimaging field, it is common to have at least thousands of voxels while the sample size is only hundreds. The non-negative matrix factorization encounters both computational and theoretical challenge with such high-dimensional data, i.e., there is no guarantee for a sparse and part-based representation of data. To this end, we introduce a co-sparse non-negative matrix factorization method to high-dimensional data by simultaneously imposing sparsity in both two decomposed matrices. Instead of adding some sparsity induced penalty such as l1 norm, the proposed method directly controls the number of non-zero elements, which can avoid the bias issues and thus yield more accurate results. We developed an alternative primal-dual active set algorithm to derive the co-sparse estimator in a computationally efficient way. The simulation studies showed that our method achieved better performance than the state-of-art methods in detecting the basis matrix and recovering signals, especially under the high-dimensional scenario. In empirical experiments with two neuroimaging data, the proposed method successfully detected difference between Alzheimer's patients and normal person in several brain regions, which suggests that our method may be a valuable toolbox for neuroimaging studies.

Design, Simulation, Implementation and Measurement of Respiration Rate by Strain Gauge Sensor and Induction Method

The human body has vital parameters such as respiration, heart rate, and body temperature. Respiratory rate (RR) is a parameter that expresses the rate of respiration per minute. Respiratory activities play an essential role in human life. The rate of respiration has a particular range, which is 14-18 cycles per minute for a healthy and normal person at rest. The oxygen in the blood enters the body during respiration and is expelled as carbon dioxide in return. Any problems with breathing may pose a serious health risk. An abnormal breathing pattern indicates serious illnesses such as cardiac arrest and hospitalization in the intensive care unit (ICU) and when it falls below a certain limit, it indicates a loss of consciousness. This is why it is so imperative to develop devices and methods measuring respiration rates.

Relief in Ignorance, Shattered Subjectivity: A Lacanian Reading of Subjectivity in Anton Chekhov’s “The Bet”

This paper provides a psychoanalytical account of subjectivity. It engages in a Lacanian reading of subjectivity in Anton Chekhov’s “The Bet” (1889), whose protagonist, the lawyer, illustrates Jacques Lacan’s ideas about subjectivity and the subject. In the story, the lawyer develops a fragmented sense of subjectivity and experiences alienation from the society and all its allegedly logical and supposedly eternal norms, as well as loss and lack in his very being. The story reveals that subjectivity is unstable and constructed within and through language and that remaining a normal person, from the society’s perspective, requires not pondering over and beyond the language, but remaining stuck in it and never suspecting its authenticity and reliability. By contemplating whether the society’s ideologies are everlasting and what are or might be over them, the lawyer expects the society’s ideologies to bring bliss to human and thereby he develops hatred and despise towards them all. The ideas of Jacques Lacan about the development of subjectivity in the course of the mirror stage and the oedipal crisis are drawn upon.

Rural opioid treatment program patient perspectives on take-home methadone policy changes during COVID-19: a qualitative thematic analysis

Background In the United States, methadone for opioid use disorder (OUD) is highly regulated. Federal agencies announced guidelines in March 2020 allowing for relaxation of take-home methadone dispensing at opioid treatment programs (OTPs) to improve treatment access and reduce COVID-19 transmission risk during the public health emergency. We explored patient perspectives at three OTPs serving rural communities on how take-home policy changes were received and implemented and how these changes impacted their addiction treatment and recovery. Methods We completed semi-structured individual qualitative interviews in 2 phases: (1) August–October 2020 and (2) November 2020–January 2021 (total n = 46), anticipating possible policy changes as the pandemic progressed. We interviewed patients with OUD enrolled at 3 rural OTPs in Oregon. Participants received varying take-home methadone allowances following the COVID-19-related policy changes. All interviews were conducted via phone, audio-recorded, and transcribed. We conducted a thematic analysis, iteratively coding transcripts, and deductively and inductively generating codes. Results The 46 participants included 50% women and 89% had Medicaid insurance. Three main themes emerged in the analysis, with no differences between study phases: (1) Adapting to changing OTP policies throughout the pandemic; (2) Recognizing the benefits, and occasional struggles, with increased take-home methadone dosing; and (3) Continuing policies and procedures post-pandemic. Participants described fears and anxieties around ongoing methadone access and safety concerns prior to OTP policy changes, but quickly adapted as protocols soon seemed “natural.” The majority of participants acknowledged significant benefits to increased take-homes independent of reducing COVID-19 infection risk including feeling “more like a normal person,” improved recovery support, reduced time traveling, and having more time with family and for work. Looking to a post-pandemic future, participants thought some COVID-19-related safety protocols should continue that would reduce risk of other infections, make OTP settings less stressful, and result in more individualized care. Conclusions As the pandemic progressed, study participants adapted to rapidly changing OTP policies. Participants noted many unanticipated benefits to increased take-home methadone and other COVID-19 protocols including strengthened self-efficacy and recovery and reduced interpersonal conflict, with limited evidence of diversion. Patient perspectives should inform future policies to better address the ongoing overdose epidemic.

Comparison of pancreatic fat content measured by different methods employing MR mDixon sequence

Objective To compare the reliability of different methods for measuring fat content of pancreas by MR modified Dixon(mDixon) Sequence and accurately evaluate pancreatic fat in as simple a way as possible. Methods This is a retrospective study, 64 patients were included in this study who underwent abdominal MR scan that contained the mDixon sequence from June 2019 to May 2020(Included 7 patients with type 2 diabetes and 4 patients with impaired glucose tolerance (IGT), they were admitted to hospital through the obesity clinic set up by endocrine department, all of them were initially diagnosed and untreated). All of the 64 patients were scanned in 3.0T MR (Philips Ingenia II) due to their condition, 10–34 slice pancreas images were obtained, which were different from each other. Three different methods of measurement were employed by two observers using Philips Intellispace Portal software: (1) All images (whole-pancreas) measurement, the whole-pancreatic fat fraction (wPFF) was calculated by software. (2) Interval slices measurement, that is half-pancreatic slices fat fraction (hPFF) measured in the same way, fat fraction obtained by the interlayer assay was calculated. (3) As usual, the fat content of pancreatic head, body and tail fat was measured respectively, and in order to improve credibility, we also measured head、 body and tail in every layer, and its average value was taken. The elapsed time of the above different measurement methods was recorded. Intra-group correlation coefficient (ICC) was used to analyze the consistency of the measured data within and between observers. T-tests and Friedman tests were applied to compare the difference of measured values among groups. Results No matter in normal person or diabetic or IGT, hPFF has shown good stability (ICChPFF = 0.988), and there was no significant difference compared with wPFF. But the average fat percentage composition of head, body and tail were significantly different from wPFF and hPFF (P < 0.01). At the same time, compared with normal person, pancreatic fat content in IGT and diabetic patients showed progressive significance(P<0.05). Conclusion The distribution of pancreatic fat is not uniform, the method of measuring half pancreas by interlayer data collection can reflect the fat content of the entire pancreas, this suggests that measuring 50% of the pancreas is sufficient, this method effectively saves time and effort without affecting the results, which may have a better clinical application prospect.

Study of Eosinophil Count in Nasal and Peripheral Blood Smear Compare with Serum IgE Level in Children with Allergic Rhinitis

Introduction: Allergic rhinitis is one of the most common respiratory diseases. Patient with allergic rhinitis may have elevated level of serum IgE and eosinophil than normal person. Nasal smear eosinophil count is a simple test as well as noninvasive, can be repeated and inexpensive method for diagnosis of allergic rhinitis. Objective: To assess the eosinophil count in nasal smear as an alternative diagnostic test for children with allergic rhinitis. Methods: This cross-sectional study was conducted at the Department of Laboratory medicine and Paediatrics, BSMMU, Dhaka from September 2019 to August 2020 in 120 children (Age up to 18 years both sex). Diagnosed patients of allergic rhinitis according to ARIA-WHO guideline with history and clinical feature who fulfilled the inclusion criteria were selected as study population. After taking informed written consent blood and nasal secretion of allergic patient were drawn for serum IgE and eosinophil count. Nasal smears for eosinophil were stained using Giemsa stain and observed eosinophil under light microscope. Peripheral blood eosinophil count was estimated by hematology auto-analyzer (SYSMEX-XN 2000) and rechecked manually. The serum total IgE level was performed based on sandwich principle of ELISA. Results: The serum IgE level, nasal smear eosinophil count and blood eosinophil count were found increased with severity of allergic rhinitis, which was statistically significant (p<0.001). Pearson’s correlation coefficient test revealed significant positive correlation between nasal smear eosinophil count with serum IgE (r= +.656, p<0.001) and blood absolute eosinophil count (r= +.415, p<0.001). Conclusion: Nasal smear eosinophil count was significantly raised alone with absolute eosinophil count and serum IgE level with the severity of allergic rhinitis in children.

E-Commerce accompanied by Errand Mechanism for User Convenience

Nowadays many families are dealing with the problem of fast and energy-saving delivery of groceries. Also, they can't purchase products from different sellers of their choice in a single buy. Thus, to overcome these problems, we are going to make an application called "SAHAYAK-Simplicity of life". It is providing solutions based on vocal for local and errand methods. SAHAYAK is trying to connect local vendors & buyers on a single platform and to implement an errand method for any normal person who wants to deliver their nearest ones' ordered products can deliver. They earn credit points for such delivery which can be helpful for them in their future shopping. In SAHAYAK, the customer has a choice to select various products from their selected vendors and pay for them all together, the system will request those items to the respective sellers and collect & deliver them all together. Easy process to buy the groceries which customers want, don’t have to pay extra or pay differently at all places.

The Role of Retinol Binding Protein 4 (RBP4) in Prediction of Response to New Direct Acting Antiviral Drugs (DAAS) in Chronic Hepatitis C

Background Hepatitis c virus is global health burden and major health hazard in Egypt, since the virus is the etiological factor of chronic hepatitis that frequently progress to a cirrhosis and hepatocellular carcinoma (HCC). In addition to cirrhosis and hepatocellular carcinoma, HCV is thought to cause metabolic alterations, including steatosis, dyslipidemia, insulin resistance (IR), diabetes, obesity, and cardiovascular events. Objective To determine the value of RPB4 in the prediction of response to new DAAS treatment in chronic HCV infected patients and to correlate its level with the metabolic profile and fibrosis degree among chronic HCV Patients and Methods This study was Prospective cohort clinical study that was conducted at hepatology and virology outpatient clinic at Ain Shams University Hospital &Hepatology and virology outpatient clinic at Kafr –El Sheikh liver institute from January 2019 to October 2019 after informed consent. Results The present study showed that the best level of RBP4 in prediction of hepatic fibrosis stage 4 was ≤ 46 pg/ml and had sensitivity of 100% while the specificity was 66.67%.The positive predictive value was 50%while the negative predictive value was 100% and test accuracy was 80.5%. Conclusion Serum RBP4 was found to be higher in chronic hepatitis C naïve patients than normal person; there was significant reduction of RBP4 post treatment. Fibroscan showed marked reduction of fibrosis degree after treatment with Directly acting antiviral in both cirrhotic and noncirrhotic patients regardless the treatment regimen used with improved overall liver function tests, liver enzymes and platelet count in patients who reached SVR and maintained negative PCR after treatment.

Real Time Full Duplex Gesture Vocalizer for Mute People

Making a smart full Duplex interacting system of communication for Mute people. Using this system, normal people can communicate with Mute person by speaking in normal way and the mute person will be able to express what he/she wants to say. Hence the system is termed as full Duplex mode of communication system. When the system is used by mute person, input to the system will be the sign language and output will be in the form of audio(voice) that means the system will vocalize the gesture. When the system is used by normal person, input to the system will be his/her voice and output will be appropriate sign language image which will be understandable to the mute person. In this way this system helps to reduce the time consumption required to communicate between a normal and mute person. This proposed system aims to lower the barrier in communication.

On the question of the automatism of the functions of the spinal cord

The functions of the spinal cord are automatic in the embryo in a normal person; thus, knee flexion is easier with hip flexion. In animals with a less differentiated forebrain, it appears more clearly (for example, in a rabbit, flexion of one articulation gives rise to flexion in the other).