scholarly journals Glioma Image Analysis to Accurately Classify Mgmt and Predict Drug Effectiveness

2021 ◽  
pp. 1-4
Author(s):  
Viraj Mehta ◽  
Keyword(s):  
Low Cost ◽  
Treatment Plan ◽  
Methylation Status ◽  
Cancer Drug ◽  
Invasive Treatment ◽  
Personalized Care ◽  
Drug Effectiveness ◽  
Mgmt Gene ◽  
Non Invasive ◽  
Increased Sensitivity

Glioblastoma multiforme is a deadly brain cancer with a median patient survival time of 18-24 months. A single biopsy cannot provide complete assessment of the tumor’s microenvironment, making personalized care limited. 50% of the patients do not respond to the anti-cancer drug Temozolomide(TMZ) because of the over-expression of MGMT gene. Epigenetic silencing of the MGMT gene by methylation results in decreased MGMT expression, resulting in increased sensitivity to TMZ, and longer survival. The purpose of this research is to use artificial intelligence (AI) to design a low cost methodology to determine the MGMT’s methylation status and suggest non- invasive treatment plan

scholarly journals The Effect of Radiotherapy on Head and Neck Cancer Cell Lines Following Exposure to Heat

2020 ◽  
Author(s):  
Ben Atkinson ◽  
Jamie Wilson
Keyword(s):  
Head And Neck ◽  
Treatment Plan ◽  
Genetic Disorder ◽  
Fanconi Anaemia ◽  
Invasive Treatment ◽  
Oral Epithelial Dysplasia ◽  
Squamous Cells ◽  
Non Invasive ◽  
Recombination Repair ◽  
Potentially Malignant

AbstractFanconi anaemia (FA) is a rare, recessive, genetic disorder characterised by a predisposition to cancer. Patients with FA are 700 times more likely to develop head and neck squamouscell carcinomas including oral epithelial dysplasia (OED), a potentially malignant disorder of the oral mucosa. This increased likelihood suggests that the molecular mechanism responsible for dysplastic transformation may involve defects in the FA pathway. In this study, the significance of ataxia telangiectasia and Rad3-related protein (ATR), which is responsible for homologous recombination repair (HRR), was investigated. ATR protects against mutations in both normal squamous cells and cancer cells by inducing HRR, and thus is associated with radiotherapy resistance. This investigation was designed to study the effects of heat on DNA repair specific to the FA pathway. Western blotting was carried out to determine whether heat affects the ATR pathway, followed by survival assays to determine the viability of cells after heat treatment and then compared to cells treated with a specific ATR inhibitor. This project aims to discover whether heat could be used as a non-invasive treatment to increase the sensitivity of tumour cells towards radiotherapy leading to an improved treatment plan for patients suffering from head and neck cancers.

scholarly journals Carbon Dioxide Laser Vulvovaginal Rejuvenation: A Systematic Review

Cosmetics ◽  
2021 ◽  
Vol 8 (3) ◽  
pp. 56
Author(s):  
Tassahil Messas ◽  
Achraf Messas ◽  
George Kroumpouzos
Keyword(s):  
Carbon Dioxide ◽  
Systematic Review ◽  
Laser Therapy ◽  
Carbon Dioxide Laser ◽  
Invasive Treatment ◽  
Erbium:Yag Laser ◽  
Non Invasive ◽  
Level I ◽  
Carbon Dioxide Co2

Genitourinary syndrome of menopause (GSM) causes significant symptomatic aggravation that affects the quality of life (QoL). Vulvovaginal atrophy (VVA), the hallmark of GSM, is managed with topical non-hormonal therapy, including moisturizers and lubricants, and topical estrogen application. Patients not responding/being unsatisfied with previous local estrogen therapies are candidates for a noninvasive modality. Carbon dioxide (CO2) laser therapy, especially the fractionated type (FrCO2), has drawn considerable attention over the past two decades as a non-invasive treatment for GSM. This systematic review describes the accumulated evidence from 40 FrCO2 laser studies (3466 participants) in GSM/VVA. MEDLINE, Scopus and Cochrane databases were searched through April 2021. We analyze the effects of FrCO2 laser therapy on symptoms, sexual function, and QoL of patients with GSM/VVA. As shown in this review, FrCO2 laser therapy for GSM shows good efficacy and safety. This modality has the potential to advance female sexual wellness. Patient satisfaction was high in the studies included in this systematic review. However, there is a lack of level I evidence, and more randomized sham-controlled trials are required. Furthermore, several clinical questions, such as the number of sessions required that determine cost-effectiveness, should be addressed. Also, whether FrCO2 laser therapy may exert a synergistic effect with systemic and/or local hormonal/non-hormonal treatments, energy-based devices, and other modalities to treat GMS requires further investigation. Lastly, studies are required to compare FrCO2 laser therapy with other energy-based devices such as erbium:YAG laser and radiofrequency.

scholarly journals The grades and freshness assessment of eggs based on density detection using machine vision and weighing sensor

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Supakorn Harnsoongnoen ◽  
Nuananong Jaroensuk
Keyword(s):  
Machine Vision ◽  
Vision System ◽  
Low Cost ◽  
Measuring System ◽  
Coefficient Of Determination ◽  
Water Displacement ◽  
Non Invasive ◽  
Future Potential ◽  
Non Destructive ◽  
Egg Freshness

AbstractThe water displacement and flotation are two of the most accurate and rapid methods for grading and assessing freshness of agricultural products based on density determination. However, these techniques are still not suitable for use in agricultural inspections of products such as eggs that absorb water which can be considered intrusive or destructive and can affect the result of measurements. Here we present a novel proposal for a method of non-destructive, non-invasive, low cost, simple and real—time monitoring of the grading and freshness assessment of eggs based on density detection using machine vision and a weighing sensor. This is the first proposal that divides egg freshness into intervals through density measurements. The machine vision system was developed for the measurement of external physical characteristics (length and breadth) of eggs for evaluating their volume. The weighing system was developed for the measurement of the weight of the egg. Egg weight and volume were used to calculate density for grading and egg freshness assessment. The proposed system could measure the weight, volume and density with an accuracy of 99.88%, 98.26% and 99.02%, respectively. The results showed that the weight and freshness of eggs stored at room temperature decreased with storage time. The relationship between density and percentage of freshness was linear for the all sizes of eggs, the coefficient of determination (R2) of 0.9982, 0.9999, 0.9996, 0.9996 and 0.9994 for classified egg size classified 0, 1, 2, 3 and 4, respectively. This study shows that egg freshness can be determined through density without using water to test for water displacement or egg flotation which has future potential as a measuring system important for the poultry industry.

Diagnostic accuracy and clinical management by realtime teledermatology. Results from the Northern Ireland arms of the UK Multicentre Teledermatology Trial

1998 ◽  
Vol 4 (2) ◽  
pp. 95-100 ◽  
Author(s):  
M A Loane ◽  
R Corbett ◽  
S E Bloomer ◽  
D J Eedy ◽  
H E Gore ◽  
...  
Keyword(s):  
Diagnostic Accuracy ◽  
Clinical Management ◽  
Low Cost ◽  
Treatment Plan ◽  
Management Plan ◽  
Face To Face ◽  
Management Plans ◽  
Video Link ◽  
The Uk ◽  
Management Recommendations

Diagnostic accuracy and management recommendations of realtime teledermatology consultations using low-cost telemedicine equipment were evaluated. Patients were seen by a dermatologist over a video-link and a diagnosis and treatment plan were recorded. This was followed by a face-to-face consultation on the same day to confirm the earlier diagnosis and management plan. A total of 351 patients with 427 diagnoses participated. Sixty-seven per cent of the diagnoses made over the video-link agreed with the face-to-face diagnosis. Clinical management plans were recorded for 214 patients with 252 diagnoses. For this cohort, 44 of the patients were seen by the same dermatologist at both consultations, while 56 were seen by a different dermatologist. In 64 of cases the same management plan was recommended at both consultations; a sub-optimum treatment plan was recommended in 8 of cases; and in 9 of cases the video-link management plans were judged to be inappropriate. In 20 of cases the dermatologist was unable to recommend a suitable management plan by video-link. There were significant differences in the ability to recommend an optimum management plan by video-link when a different dermatologist made the reference management plan. The results indicate that a high proportion of dermatological conditions can be successfully managed by realtime teledermatology.

Micromolding Fabrication of Biocompatible Dry Micro-Pyramid Array Electrodes for Wearable Biopotential Monitoring

2021 ◽  
Author(s):  
Marco Vinicio Alban ◽  
Haechang Lee ◽  
Hanul Moon ◽  
Seunghyup Yoo
Keyword(s):  
Large Scale ◽  
Low Cost ◽  
Skin Irritation ◽  
Electrode Impedance ◽  
Non Invasive ◽  
Solution Processes ◽  
Dry Electrodes ◽  
Array Electrode ◽  
Low Cost Manufacturing ◽  
Electromyography Signals

Abstract Thin dry electrodes are promising components in wearable healthcare devices. Assessing the condition of the human body by monitoring biopotentials facilitates the early diagnosis of diseases as well as their prevention, treatment, and therapy. Existing clinical-use electrodes have limited wearable-device usage because they use gels, require preparation steps, and are uncomfortable to wear. While dry electrodes can improve these issues and have demonstrated performance on par with gel-based electrodes, providing advantages in mobile and wearable applications; the materials and fabrication methods used are not yet at the level of disposable gel electrodes for low-cost mass manufacturing and wide adoption. Here, a low-cost manufacturing process for thin dry electrodes with a conductive micro-pyramidal array is presented for large-scale on-skin wearable applications. The electrode is fabricated using micromolding techniques in conjunction with solution processes in order to guarantee ease of fabrication, high device yield, and the possibility of mass production compatible with current semiconductor production processes. Fabricated using a conductive paste and an epoxy resin that are both biocompatible, the developed micro-pyramidal array electrode operates in a conformal, non-invasive manner, with low skin irritation, which ensures improved comfort for brief or extended use. The operation of the developed electrode was examined by analyzing electrode-skin-electrode impedance, electroencephalography, electrocardiography, and electromyography signals and comparing them with those measured simultaneously using gel electrodes.

Non-invasive intelligent monitoring system for fault detection in induction motor based on bio piezoelectric sensor using ANN

2022 ◽  
Author(s):  
Massine GANA ◽  
Hakim ACHOUR ◽  
Kamel BELAID ◽  
Zakia CHELLI ◽  
Mourad LAGHROUCHE ◽  
...  
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Induction Motor ◽  
Vibration Analysis ◽  
Low Cost ◽  
Piezoelectric Sensor ◽  
Integrated System ◽  
Easy Access ◽  
Non Invasive ◽  
Artificial Neural

Abstract This paper presents a design of a low-cost integrated system for the preventive detection of unbalance faults in an induction motor. In this regard, two non-invasive measurements have been collected then monitored in real time and transmitted via an ESP32 board. A new bio-flexible piezoelectric sensor developed previously in our laboratory, was used for vibration analysis. Moreover an infrared thermopile was used for non-contact temperature measurement. The data is transmitted via Wi-Fi to a monitoring station that intervenes to detect an anomaly. The diagnosis of the motor condition is realized using an artificial neural network algorithm implemented on the microcontroller. Besides, a Kalman filter is employed to predict the vibrations while eliminating the noise. The combination of vibration analysis, thermal signature analysis and artificial neural network provides a better diagnosis. It ensures efficiency, accuracy, easy access to data and remote control, which significantly reduces human intervention.

Contemporary Treatment for Central Serous Chorioretinopathy

2021 ◽  
Author(s):  
Mitova D
Keyword(s):  
Subretinal Fluid ◽  
Functional Results ◽  
Clinical Results ◽  
Long Term Results ◽  
Nanosecond Laser ◽  
Success Rates ◽  
Invasive Treatment ◽  
Non Invasive ◽  
Short And Long Term

Aim: To study the short-and long-term results of 2RT nanosecond laser treatment for CSC. To compare clinical results with those with AntiVEGF. Methods: Nanosecond laser (2RT, Ellex) was used. Patients were followed by BCVA, FAF, OCT, Angio-OCT. Results: 90% of the patient treated with 2RT had improvement of visual acuity and contrast sensitivity. 19 % [1] patients showed no improvement. 81% of the 2RT treated patients had total resorbtion of subretinal fluid against 60% treated with AntiVEGF. Functional results correlated with the atrophy of RPE in the macula. 46% (19 patients) had resolution on the first month, 23% [2]-on the third and 12% [3]-on the sixth month. The time of resolution shows no relation to the baseline pigment epithelial atrophy. Four patients presented with a recurrency of the disease in the follow-up period. 19% [1] were non responders. 60% of AntiVEGF treated eyes were responders and 40% were non responders. Those who responded to treatment needed between 3 and 10 injections. Conclusion: 2 RT is a non-invasive treatment modality with no adverse effects and high success rates.

scholarly journals Management of bladder stones: the move towards non-invasive treatment

2017 ◽  
Vol 26 (2) ◽  
pp. 128-33 ◽  
Author(s):  
Isaac A. Deswanto ◽  
Ari Basukarno ◽  
Ponco Birowo ◽  
Nur Rasyid
Keyword(s):  
Hospital Stay ◽  
Bladder Stone ◽  
Outpatient Basis ◽  
Invasive Treatment ◽  
Invasive Approach ◽  
Bladder Calculi ◽  
Bladder Stones ◽  
Non Invasive ◽  
Extracorporeal Shock Wave ◽  
Intracorporeal Lithotripsy

Background: Bladder stone accounts for 5% of all cases of urolithiasis. Bladder stones management has evolved over the last decades from open bladder surgery (sectio alta) to intracorporeal cystholithotripsy as well as extracorporeal shock wave lithotripsy (ESWL). ESWL presents to be a promising modality in the management of bladder calculi due to its simplicity and well tolerability. This study is thus conducted to present data on the safety and effectiveness of ESWL in the management of bladder stone patients.Methods: This is a retrospective study evaluating the medical records of 92 bladder calculi patients admitted to Cipto Mangunkusumo General Hospital (RSCM) from January 2011 to April 2015. Patient’s age, gender, type of stone and procedure being done, status of stone disintegration, length of hospital stay, and any complications that may occur are noted down and statistically analyzed using SPSS v. 20.Results: Majority of the patients underwent ESWL (49 out of 92, 53.3%). The stone free rates for ESWL, intracorporeal lithotripsy, and sectio alta are 93.9%, 97.0% and 100% respectively. One patient had to repeat ESWL. The ESWL group had the smallest stone size average compared to the intracorporeal lithotripsy and section alta group (2.5 cm±2.0 cm vs 4.8 cm±3.7 cm vs 7.4 cm±5.4 cm respectively). The ESWL sessions were conducted in the outpatient clinic, and thus no hospital stay was required.Conclusion: ESWL can be suggested as an effective non-invasive approach in the disintegration of bladder stone of ≤25 mm with a promisingly high stone-free rate (93.9%) Furthermore, ESWL can be performed on an outpatient basis with minimal complications.

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