Engineering Commons^™

Multimode Point Spectroscopy For Food Authentication, Sayed Asaduzzaman, Nicholas Mackinnon, Hossein Kashani Zadeh

SDSU Data Science Symposium

Enhancing food quality measurement is a necessity to guarantee food safety and adherence to health regulations. Current methods involve lab testing which are time-consuming, costly, destructive and require skilled workers. Spectroscopy has the potential to overcome these challenges. This study employs a multi-mode point spectroscopy method to distinguish food products according to their spectral characteristics,. The system records fluorescence, excited at 365 and 405 nm, visible-near infrared (Vis-NIR) and short-wave infrared (SWIR) spectra. The three main subjects of the study are olive oil, milk, and honey. Samples were kept in a transparent cell culture pot, and Gray and White Spectralon …

Session 12: Active Learning To Minimize The Possible Risk From Future Epidemics, Kc Santosh

SDSU Data Science Symposium

In medical imaging informatics, for any future epidemics (e.g., Covid-19), deep learning (DL) models are of no use as they require a large dataset as they take months and even years to collect enough data (with annotations). In such a context, active learning (or human/expert-in-the-loop) is the must, where a machine can learn from the first day with minimum possible labeled data. In unsupervised learning, we propose to build pre-trained DL models that iteratively learn independently over time, where human/expert intervenes only when it makes mistakes and for only a limited data. In our work, deep features are used to …

2d Respiratory Sound Analysis To Detect Lung Abnormalities, Rafia Sharmin Alice, Kc Santosh

SDSU Data Science Symposium

Abstract. In this paper, we analyze deep visual features from 2D data representation(s) of the respiratory sound to detect evidence of lung abnormalities. The primary motivation behind this is that visual cues are more important in decision-making than raw data (lung sound). Early detection and prompt treatments are essential for any future possible respiratory disorders, and respiratory sound is proven to be one of the biomarkers. In contrast to state-of-the-art approaches, we aim at understanding/analyzing visual features using our Convolutional Neural Networks (CNN) tailored Deep Learning Models, where we consider all possible 2D data such as Spectrogram, Mel-frequency Cepstral Coefficients …

South Dakota State University : Research 2020, Division Of Research And Economic Development

Research: South Dakota State University

[Page] 2 New respirator design to capture, kill coronavirus
[Page] 3 SDSU scientists to examine how coronavirus infects cells
[Page] 4 State diagnostic lab fulfills need for human COVID-19 testing
[Page] 5 Isaacson to help develop tribal palliative care programs
[Page] 6 Sun Grant funding fuels bioprocessing research
[Page] 8 Prairie AquaTech exporting high-protein feed ingredient
[Page] 11 New connection makes building repair fast, cost-effective
[Page] 12 Record-setting wildfire season drastically increases emissions
[Page] 14 Engineering study examines sunflower stem growth
[Page] 15 State Poet Laureate unveils ‘South Dakota in Poems'
[Page] 16 Reineke receives NIH grant to help eradicate …

The Journal Of Undergraduate Research: 2019

The Journal of Undergraduate Research

This is the complete issue of the South Dakota State University Journal of Undergraduate Research, Volume 17.

South Dakota State University : Research Fall 2019, South Dakota State University

Research: South Dakota State University

[Page] 2 Curcumin formulation on its way to health product market
[Page] 4 Flexibility key to forging research partnership with Kodo Kids
[Page] 6 Researcher examines hope among children in Flint, Michigan
[Page] 7 Plant pathologist battles stem canker
[Page] 8 Removing ‘Typhoid Marys’ restores health of Custer bighorn sheep herd
[Page] 10 Breeder, food scientist help improve quality of oats, increase local production
[Page] 13 SDSU, community leaders explore new ways to drive research, partnerships
[Page] 14 SDSU, community leaders explore new ways to drive research, partnerships
[Page] 16 Engineering builds business connections through Research Park
[Page] 17 Research …

Chronic Risk And Disease Management Model Using Structured Query Language And Predictive Analysis, Mamata Ojha

Electronic Theses and Dissertations

Individuals with chronic conditions are the ones who use health care most frequently and more than 50% of top ten causes of death are chronic diseases in United States and these members always have health high risk scores. In the field of population health management, identifying high risk members is very important in terms of patient health care, disease management and cost management. Disease management program is very effective way of monitoring and preventing chronic disease and health related complications and risk management allows physicians and healthcare companies to reduce patient’s health risk, help identifying members for care/disease management along …

A Scale Space Local Binary Pattern (Sslbp) – Based Feature Extraction Framework To Detect Bones From Knee Mri Scans, Jinyeong Mun

Electronic Theses and Dissertations

The medical industry is currently working on a fully autonomous surgical system, which is considered a novel modality to go beyond technical limitations of conventional surgery. In order to apply an autonomous surgical system to knees, one of the primarily responsible areas for supporting the total weight of human body, accurate segmentation of bones from knee Magnetic Resonance Imaging (MRI) scans plays a crucial role. In this paper, we propose employing the Scale Space Local Binary Pattern (SSLBP) feature extraction, a variant of local binary pattern extractions, for detecting bones from knee images. The proposed methods consist of two phases. …

Research: South Dakota State University, Spring 2017, Christie Delfanian, Emily Weber

Research: South Dakota State University

Pharmacy researcher investigates how aspirin kills cancer cells [page] 1
Problem-solving, cornerstone of SDSU research [page] 2
Fluid flow model evaluates clotting risk in new stent graft design [page] 2
Sanford research project inspires graduate student [page] 3
Experience key to nurses' comfort in communicating with terminally ill patients [page] 4
Nondigestible starch feeds gut microbes, reduces inflammation [page] 5
Researchers investigate workings if antibody therapeutics [page] 6
DNA, RNA sequencing available in campus to researchers statewide [page] 7
QUBIC-R software helps researchers model, visualize gene expression networks [page] 8
Scientists assess survival of swine viruses in imported feed ingredients …

Optimized Multilayer Perceptron With Dynamic Learning Rate To Classify Breast Microwave Tomography Image, Chulwoo Pack

Electronic Theses and Dissertations

Most recently developed Computer Aided Diagnosis (CAD) systems and their related research is based on medical images that are usually obtained through conventional imaging techniques such as Magnetic Resonance Imaging (MRI), x-ray mammography, and ultrasound. With the development of a new imaging technology called Microwave Tomography Imaging (MTI), it has become inevitable to develop a CAD system that can show promising performance using new format of data. The platform can have a flexibility on its input by adopting Artificial Neural Network (ANN) as a classifier. Among the various phases of CAD system, we have focused on optimizing the classification phase …

Enhanced Breast Cancer Classification With Automatic Thresholding Using Support Vector Machine And Harris Corner Detection, Mohammad Taheri

Electronic Theses and Dissertations

Image classification and extracting the characteristics of a tumor are the powerful tools in medical science. In case of breast cancer medical treatment, the breast cancer classification methods can be used to classify input images as benign and malignant classes for better diagnoses and earlier detection with breast tumors. However, classification process can be challenging because of the existence of noise in the images, and complicated structures of the image. Manual classification of the images is timeconsuming, and need to be done only by medical experts. Hence using an automated medical image classification tool is useful and necessary. In addition, …

Assessing The Near-Wall Hemodynamics In The Left Coronary Artery Using Cfd, John Junior Asiruwa

Electronic Theses and Dissertations

The objective of this thesis is to computationally investigate the flow mechanics and the near-wall hemodynamics associated with the different take-off angles in the left coronary artery of the human heart. From this study, we will be able to evaluate if the increase in the take-off angles of the left coronary artery will significantly increases or decrease the likelihood of plaque (atherosclerosis) buildup in the left coronary artery bifurcations. This study quantifies the effects of the varying take-off angles on the branches along the left anterior descending (LAD) of the left coronary artery using computational fluid dynamics (CFD) simulations. The …

Research: South Dakota State University, Fall 2016, Christine Delfanian, Emily Webber

Research: South Dakota State University

CONTENTS:

Cattle primary host for new influenza virus [page] 1
Statisticians evaluate probability models for crime scene evidence [page] 2
Beef reproduction research to increase sperm, embryo survival [page] 4
Chemicals in ice core reveal climate-changing events [page] 6
New pediatric drug delivery method uses corn, milk proteins [page] 8
Strategic application key to biochar application [page] 8
Outstanding Scholars:
Collaborative projects brings pioneer women to life [page] 9
Nurses to learn substance abuse intervention technique [page] 9
Dietitian targets weight management, goal-setting to improve health [page] 10
Photovoltaic group helps Pakistani scientists harness sun's energy [page] 10
New capabilities …

Research: South Dakota State University, Spring 2016, Christie Delfanian, Emily Weber

Research: South Dakota State University

CONTENTS:

Genome Researcher investigate impact of L1 jumping genes [Page] 2
CRP funds important resource for hunters [Page] 3
Nurse-researchers help health-care facilities develop, improve tobacco-free policies [Page] 3
MS: Exercise scientist improves movement, quality of life for MS patients [Page] 5
Plant scientists defend South Dakota crops against diseases [Plant] 7
Investigating influenza D virus earns doctoral student scholarship [Page] 9
Steel shavings trap phosphorous, protecting water quality [Page] 10

Research: South Dakota State University, Fall 2015, Christie Delfanian, Emily Weber

Research: South Dakota State University

CONTENTS:

Pine Ridge Elders to educate peers about wills, advanced care planning [Page] 2
Diversity: Teaching diverse learners requires responsiveness to students' needs [Page] 3
Renaissance writers address social values still relevant today [Page] 5
Forest fire expert helps Indonesians assess carbon emissions [Page] 7
Diagnostic tests key to controlling swine virus [Page] 9
Experience, networking fuel wastewater filtration research [Page] 9
Breast-feeding friendly climate benefits businesses, communities [Page] 10
Dairy scientist harness power of milk protein [Page] 11
Pharmacists' study helps prevent antibiotic-induced kidney failure [Page] 11
Plants exchange carbohydrates for nitrogen, phosphorus from mycorrhizal fungi [Page] 12

Research: South Dakota State University, Spring 2015, Christie Delfanian

Research: South Dakota State University

CONTENTS:

Cyanide: Prototype detects cyanide poisoning in 70 seconds [Page] 2
Grapes: Plant scientists help improve cold-hardy grape varieties, develop local wine industry [Page] 3
Plant-derived compound may reduce cancer recurrence, spread [Page] 5
Imagining tool targets degenerative diseases [Page] 5
Nutrient-gene interaction research inspires Nelson Scholarship winner [Page] 6
Bridge girder: Improved bridge girder design can save taxpayers money [Page] 7
Microgrids help integrate renewables, maintain power flow [Page] 9
Tobacco: Nursing researchers document positive effects of tobacco-free policies [Page] 10
Rehab Counseling: rehabilitation counselors improve lives of disabled clients [Page] 11
Vocational rehab support puts asthmatic on university …

The Journal Of Undergraduate Research: Volume 13

The Journal of Undergraduate Research

This is the complete issue of the South Dakota State University Journal of Undergraduate Research, Volume 13.

Research: South Dakota State University, Winter 2014, Christie Delfanian, Eric Landwehr

Research: South Dakota State University

CONTENTS:

Weeds influence gene expression, growth in corn [Page] 2
Graduate research targets childhood obesity [Page] 3
Transmammary drug delivery system for early-stage breast cancer may reduce side effects [Page] 5
Biochemical pathways may be key to scab resistance [Page] 7
New filtration system saves water, money for City of Sioux Falls [Page] 8
Doulas ease stress, increase satisfaction with the birthing experience [Page] 9
Structure lab evaluates strength, durability of structural components [Page] 10
Device gives sunflower producers reprieve from combine fires [Page] 12
Graduate scholarship winner works on renewable energy storage [Page] 12

Research: South Dakota State University, Fall 2014, Christie Delfanian, Dave Graves, Emily Weber

Research: South Dakota State University

CONTENTS:

Dietician seeks to reduce obesity among college-age students [Page] 2
Wind: Support for wind energy based in economic development [Page] 3
Berg leaves legacy of accomplishments [Page] 3
Soil: Improved soil condition increases moisture for crops [Page] 4
Microbial process increases soybean meal's protein power [Page] 5
Medgene develops vaccines using university technologies [Page] 6
BioSNTR funding boosts biotechnology in South Dakota [Page] 8
Scientists collaborate to combat avian influenza [Page] 8
Pharmacy students role-play as part of a health-care team [Page]10
Nursing research seeks to improve health care, reduce costs [Page 10]
Improving organic solar cell efficiency essential …

The Journal Of Undergraduate Research: Volume 12

The Journal of Undergraduate Research

This is the complete issue of the South Dakota State University Journal of Undergraduate Research, Volume 12.

Research: South Dakota State University, Winter 2013, Christie Delfanian, Matt Landwehr

Research: South Dakota State University

CONTENTS:

South Dakota expertise integral part of Landsat [Page] 1
West Nile: Researchers help public health officials combat West Nile virus [page] 2
Health care: arteries, corticosteroids, concussions, and preemies [Page] 4
Oilseeds [Page] 6
Undergraduate Research [Page] 8
Organ donation key to helping Native Americans on dialysis [Page] 10
Researchers meet challenge of increased competition: 2012 measurements [Page] 11

Research: South Dakota State University, Fall 2013, Chrisite Delfanian, Eric Landwehr

Research: South Dakota State University

CONTENTS:

Breaking Waves: Study of breaking waves relevant for lake shorelines [Page] 2
Poetic imagery rooted in research [Page] 3
Virus genome may hold key to better PRRS vaccine [Page] 4
Consumer survey examines savings behaviors, goals [Page] 4
Soybean meal may decrease fish production costs [Page] 5
Alternative fuel sources add value to SD products [Page] 6
International collaboration helps meet global demand for wheat [Page] 7
Commercialization requires big thinking [Page] 9
Young scientist develops software for cancer detection, image transmission [Page] 10
Nursing research to improve rural health care [Page] 11
New vaccine-delivery system targets influenza, cancer …

Team Science: Research 2012, University Office For Research, South Dakota State University

Research: South Dakota State University

CONTENTS:

Wheat [Page] 2
Nutrition [Page] 4
Health Sciences [Page] 5
Mathematics and Statistics [Page] 6
Biofuels [Page] 8
Photovoltaics [Page] 10
Mountain Lions [Page] 12
GISc Center of Excellence [Page] 14
By the Numbers [Page] 16

Building Spaces To Grow New Ideas: Research 2011, University Office Of Research, South Dakota State University

Research: South Dakota State University

CONTENTS:

Feeding the World [Page] 2
A Light on New Possibilities [Page] 4
Designing New Tools [Page] 6
Wellness Science [Page] 8
Renovating a Science Resource [Page] 10
Connect World Possibilities [Page] 12
Transfer Research [Page] 14

The Journal Of Undergraduate Research: Volume 09

The Journal of Undergraduate Research

This is the complete issue of the South Dakota State University Journal of Undergraduate Research, Volume 13.

The Journal Of Undergraduate Research: Volume 08

The Journal of Undergraduate Research

This is the complete issue of the South Dakota State University Journal of Undergraduate Research, Volume 8.

The Journal Of Undergraduate Research: Volume 07

The Journal of Undergraduate Research

This is the complete issue of the South Dakota State University Journal of Undergraduate Research, Volume 7.

The Journal Of Undergraduate Research: Volume 05

The Journal of Undergraduate Research

This is the complete issue of the South Dakota State University Journal of Undergraduate Research, Volume 5.

The Journal Of Undergraduate Research: Volume 03

The Journal of Undergraduate Research

This is the complete issue of the South Dakota State University Journal of Undergraduate Research, Volume 3.