Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 4

Search results for: Goutham Sivasuthan

4 Inguinal Hernia Preperitoneal Mesh and Internal Hernia with Caecal Volvulus

Authors: Daniel Tani, Goutham Sivasuthan, Reuben Ndegwa, Omar Mansour

Abstract:

We report a case of a caecal volvulus in a 52-year-old female who had an internal hernia from adhesions originating at the region of a previous inguinal hernia mesh repair. The patient described epigastric and right lower quadrant pain for the preceding two weeks that seemed to worsen with oral intake. She had previous laparoscopic preperitoneal hernia repairs with mesh bilaterally; the left in 2007 and the right in 2012. Further surgical history included an open Spigelian hernia repair with mesh in the left lower quadrant and a laparoscopic cholecystectomy 20 years earlier. In addition to this, she had had a colonoscopy done three months prior, which showed no masses or polyps. The patient was hemodynamically stable on review with a soft abdomen. The right lower quadrant was exquisitely tender with a rebound. There were no palpable masses. Blood tests revealed hemoglobin of 155 g/L, a white cell count of 8 x 109/L, and a C-reactive protein of 37 mg/L. A computed tomography scan with portal venous contrast demonstrated a mechanical small bowel obstruction with the terminal ileum and caecum looped around itself in a whirlpool appearance, and the colon collapsed distally. There was a trace of free fluid in the right paracolic gutter and no abdominal free air. Hernia meshes were visible in the inguinal orifices bilaterally and at the left lower quadrant. The mesh on the right inguinal canal appeared to be displaced intraperitoneally. The patient then underwent emergency diagnostic laparoscopy. Intraoperatively, there was a caecal volvulus caused by internal herniation underneath a thick band adhesion at the right iliac fossa. This band appeared to arise from the anterior abdominal wall just posterior to the right inguinal hernia preperitoneal mesh. There was no mesh or tacks exposed and there was no recurrent hernia. A right hemicolectomy was performed with a stapled side-to-side anastomosis. The postoperative course was uncomplicated, and she was discharged on day 6. At follow-up two weeks later, the patient was well and bowel function had returned to normal. Histopathology was negative for dysplasia or malignancy. Inguinal preperitoneal mesh has not been definitively linked to intraabdominal adhesion formation. There has been a study in 2016 that examined the formation of adhesions after ventral hernia repair as detected by MRI and laparoscopic correlation. However, this included intraperitoneal mesh, and the results were not stratified by mesh location. There was an overall 60% rate of adhesions after ventral hernia mesh. There has also been one case report in the literature that describes an adhesional small bowel obstruction that was attributed to a tack that had been placed during a laparoscopic inguinal hernia repair. In our case report, there was clearly a band adhesion from the preperitoneal mesh that had led to an internal hernia and caecal volvulus; however, whether the mesh had initiated the adhesion is uncertain. While inguinal hernia repair with mesh remains the gold standard, the formation of intra-abdominal adhesions may need to be a consideration in fixation techniques.

Keywords: internal hernia, inguinal hernia mesh, caecal volvulus, adhesion

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3 Damage Detection in Beams Using Wavelet Analysis

Authors: Goutham Kumar Dogiparti, D. R. Seshu

Abstract:

In the present study, wavelet analysis was used for locating damage in simply supported and cantilever beams. Study was carried out varying different levels and locations of damage. In numerical method, ANSYS software was used for modal analysis of damaged and undamaged beams. The mode shapes obtained from numerical analysis is processed using MATLAB wavelet toolbox to locate damage. Effect of several parameters such as (damage level, location) on the natural frequencies and mode shapes were also studied. The results indicated the potential of wavelets in identifying the damage location.

Keywords: damage, detection, beams, wavelets

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2 End-to-End Spanish-English Sequence Learning Translation Model

Authors: Vidhu Mitha Goutham, Ruma Mukherjee

Abstract:

The low availability of well-trained, unlimited, dynamic-access models for specific languages makes it hard for corporate users to adopt quick translation techniques and incorporate them into product solutions. As translation tasks increasingly require a dynamic sequence learning curve; stable, cost-free opensource models are scarce. We survey and compare current translation techniques and propose a modified sequence to sequence model repurposed with attention techniques. Sequence learning using an encoder-decoder model is now paving the path for higher precision levels in translation. Using a Convolutional Neural Network (CNN) encoder and a Recurrent Neural Network (RNN) decoder background, we use Fairseq tools to produce an end-to-end bilingually trained Spanish-English machine translation model including source language detection. We acquire competitive results using a duo-lingo-corpus trained model to provide for prospective, ready-made plug-in use for compound sentences and document translations. Our model serves a decent system for large, organizational data translation needs. While acknowledging its shortcomings and future scope, it also identifies itself as a well-optimized deep neural network model and solution.

Keywords: attention, encoder-decoder, Fairseq, Seq2Seq, Spanish, translation

Procedia PDF Downloads 98
1 Developing an Online Application for Mental Skills Training and Development

Authors: Arjun Goutham, Chaitanya Sridhar, Sunita Maheshwari, Robin Uthappa, Prasanna Gopinath

Abstract:

In alignment with the growth in the sporting industry, a number of people playing and competing in sports are growing exponentially across the globe. However, the number of sports psychology experts are not growing at a similar rate, especially in the Asian and more so, Indian context. Hence, the access to actionable mental training solutions specific to individual athletes is limited. Also, the time constraint an athlete faces due to their intense training schedule makes one-on-one sessions difficult. One of the means to bridge that gap is through technology. Technology makes individualization possible. It allows for easy access to specific-qualitative content/information and provides a medium to place individualized assessments, analysis, solutions directly into an athlete's hands. This enables mental training awareness, education, and real-time actionable solutions possible for athletes in-spite of the limitation of available sports psychology experts in their region. Furthermore, many athletes are hesitant to seek support due to the stigma of appearing weak. Such individuals would prefer a more discreet way. Athletes who have strong mental performance tend to produce better results. The mobile application helps to equip athletes with assessing and developing their mental strategies directed towards improving performance on an ongoing basis. When an athlete understands their strengths and limitations in their mental application, they can focus specifically on applying the strategies that work and improve on zones of limitation. With reports, coaches get to understand the unique inner workings of an athlete and can utilize the data & analysis to coach them with better precision and use coaching styles & communication that suits better. Systematically capturing data and supporting athletes(with individual-specific solutions) or teams with assessment, planning, instructional content, actionable tools & strategies, reviewing mental performance and the achievement of objectives & goals facilitate for a consistent mental skills development at all levels of sporting stages of an athlete's career. The mobile application will help athletes recognize and align with their stable attributes such as their personalities, learning & execution modalities, challenges & requirements of their sport, etc and help develop dynamic attributes like states, beliefs, motivation levels, focus etc. with practice and training. It will provide measurable analysis on a regular basis and help them stay aligned to their objectives & goals. The solutions are based on researched areas of influence on sporting performance individually or in teams.

Keywords: athletes, mental training, mobile application, performance, sports

Procedia PDF Downloads 191