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Articles 1411 - 1440 of 12361
Full-Text Articles in Food Science
Village-Level Processing Of Pangi (Pangium Edule Reinw.) Seeds By The Obu Manuvu Improves The Edibility And Level Of Some Nutritional Factors [Research Note], Rovi Gem E. Villame-Gayagas, Jennifer P. Fronteras, Maria Christna D. Nacar, Aaron P. Lorilla, Pedro A. Alviola Iv
Village-Level Processing Of Pangi (Pangium Edule Reinw.) Seeds By The Obu Manuvu Improves The Edibility And Level Of Some Nutritional Factors [Research Note], Rovi Gem E. Villame-Gayagas, Jennifer P. Fronteras, Maria Christna D. Nacar, Aaron P. Lorilla, Pedro A. Alviola Iv
The Philippine Agricultural Scientist
Pangi (Pangium edule Reinw) seed is known to be a poisonous material. However, it becomes safe for consumption after processing. This study determined the effect of village-level processing by the Obu Manuvu community of Marilog District, Davao City, Philippines on the antinutrient and nutritional composition of Pangi seeds. Processing methods involved washing with running water for about 15 s, boiling in water for 30 min, and soaking in flowing water in a nearby river overnight. Results showed that after processing, the levels of antinutrients such as cyanogenic glycosides and oxalates were reduced significantly (p < 0.05) by 99.15% and 78.23%, respectively. Further, the tannin content was also significantly reduced by 96.15%. The crude fat content significantly increased (p < 0.05) by about 54%. Crude ash and fiber decreased, while protein did not change significantly (p < 0.05). Minerals such as calcium and zinc increased (p < 0.05) by 221.43% and 64.39%, respectively while the iron and manganese levels remained unaffected. Findings of the study suggested that the processing method by the Obu Manuvu effectively reduces the level of antinutrients, thereby improving the edibility and safety of Pangi seeds. Further, the processing method improves the level of some nutrients, specifically crude fat, calcium, and zinc.
Effect Of Onion Peel Bioactive Compounds On Gut Microbiome Of Obese Adults, Saad Al-Din Sifat
Effect Of Onion Peel Bioactive Compounds On Gut Microbiome Of Obese Adults, Saad Al-Din Sifat
Graduate Theses and Dissertations
Obesity, a pervasive global health concern, involves a complex interplay between genetic factors, dietary patterns, and the gut microbiota. Onion peels are rich in polyphenols and known for their antioxidant properties. However, the effects of in-vitro digested onion peel extract has not been investigated thus far. This study therefore assesses the effects of digested bioactive compounds from onion peels, emphasizing gut microbiota shift and metabolites. Onion peel extract (OPE), digested onion peel extract (DOPE), and solid-phase-extracted digested onion peel extracts (SPE-DOPE) were analyzed for total phenolic content (TPC) and antioxidant activity. SPE-DOPE exhibited the highest TPC and antioxidant activity. Fecal …
Solar Cooking Solutions For Haiti, Isaac Mergner
Solar Cooking Solutions For Haiti, Isaac Mergner
Graduate Theses and Dissertations
This study focuses on enhancing the efficiency of solar cooking through the use of solar cookers and heat retention boxes. The research involved testing various cooking vessels and lids in a solar cooking experiment, with a specific focus on the performance of different materials and their heat retention capabilities. The experiment aimed to increase the efficiency of solar cookers, which are popular in developing nations due to their relatively low cost. The findings indicate that the combination of a solar cooker and a heat retention box can significantly improve the cooking process, particularly in areas with limited access to cooking …
Health Beneficial Effects Of Black Raspberry, Blueberry, And Blackberry Volatile Extracts In Lung And Colon, Inah Gu
Graduate Theses and Dissertations
Berries are one of the most consumed fruits in our diet, and rich in dietary fiber, vitamins, minerals, polyphenols, and volatiles. Volatiles are responsible for the aroma of berries, and are widely used in food, perfumery, and cosmetic industries. However, the potential health beneficial effects of berry volatiles have not been extensively studied. Recently, we found that berry volatiles from cranberries, black and red raspberries, strawberries, blueberries, and blackberries have an anti-inflammatory effect on inflamed murine macrophage cells. Since inflammation can develop into many chronic diseases, and berry volatiles can be inhaled or consumed and pass through the lungs or …
Development Of An Intact Mass Spectrometry Method For The Detection And Differentiation Of Major Bovine Milk Proteins, Emily F. Harley-Dowell
Development Of An Intact Mass Spectrometry Method For The Detection And Differentiation Of Major Bovine Milk Proteins, Emily F. Harley-Dowell
Department of Food Science and Technology: Dissertations, Theses, and Student Research
The authentication of products with claims regarding protein sources or compositions is a challenge for traditional analytical methods, which generally lack the required specificity whole protein analysis can provide. For example, the establishment of milk as “A2” is achieved through genetic testing of cows before milk production, with no methods to authenticate milk products themselves. Establishment of A2 milk is completed through genetic testing of the cows before milk production, but with no methods to authenticate the milk products themselves. Intact protein mass spectrometry (MS) has the potential to directly authenticate protein products, including specific proteoform claims. The development of …
Developing Disinfection Strategies For Controlling Human Norovirus, Sars-Cov-2, And Clostridioides Difficile Endospores In Long-Term Care Facilities, Jinge Huang
All Dissertations
Long-term care facilities (LTCFs) provide an environment favorable for the transmission of three critical human pathogens: human norovirus (HuNoV), severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), and Clostridioides difficile. Given residents in LTCFs are susceptible to infections due to their advanced ages and compromised immune systems, effective environmental surface disinfection plays a crucial role in controlling the spread of human pathogens within these settings and, therefore, mitigates the risk of infections caused by these pathogens. This dissertation aimed to assess the efficacy of various types of disinfectants against two HuNoV surrogates [feline calicivirus (FCV) and Tulane virus (TuV)], two …
Expanding Recognition And Inclusion Of Animal-Free Organic Agriculture In The Sustainable Agriculture Movement, Mona Seymour
Expanding Recognition And Inclusion Of Animal-Free Organic Agriculture In The Sustainable Agriculture Movement, Mona Seymour
Urban and Environmental Studies Faculty Works
Animal-free organic agriculture resides at the margins of sustainable agriculture discourse, practice, and imaginaries, which center animal-based forms of farming. However, the concerns and goals of sustainable agriculture are overwhelmingly consistent with those of many forms of animal-free organic agriculture (AFOA), described as organic farming sans animal production, labor, and byproducts. Despite this sidelining, AFOA has great potential to contribute to a more robust sustainable agriculture movement. In order to emphasize the continuities between animal-based and animal-free sustainable agriculture, this Perspective identifies a number of key similarities between animal-free and animal-based sustainable farming, including mutual foci on soil health and …
The Effects Of Sous Vide Cooking And Cysteine Proteases On Instrumental And Sensory Textural Properties Of Lower Value Cuts Of Beef, Ian Smith
All Theses
Sous vide cooking has the potential to increase the value of lower quality cuts of beef. Understanding the textural properties following a cook-chill sous vide process is crucial to maximizing this potential. The use of enzymes may further increase the value of these products if able to positively alter the texture of the final product.
The first research objective was to use instrumental texture analysis to evaluate potential relationships between enzymatic treatments and sous vide processing time of lower value cuts of beef. Three cuts were evaluated: infraspinatus (top blade), semitendinosus (eye of round), and beef tongue. Infraspinatus and semitendinosus …
Development Of A User-Friendly Shelf-Life Model To Evaluate The Suitability Of Sustainable Materials In Roasted And Ground Coffee Fractional Packs, Matthew Baxley
All Theses
Roasted and ground coffee is a shelf stable product yet quite sensitive to oxidative staling. A consumer acceptance-based shelf-life modeling system was proposed with intent for the rapid determination of suitable coffee packages. This model requires as input the oxygen consumption rate (OCR) of the coffee, barrier values of packages, and the size of the packaging. Within the time period tested, it was shown that this model accurately predicted the oxygen uptake of coffee over time. Four bio-based packaging systems with barrier layers including mPLA, mPE, mcellophane, and paper were compared against a control (mPET). These materials displayed a range …
Effect Of Storage Temperatures And Home Refrigeration Systems On The Shelf Life Of Frozen Desserts, Natalie Sinclair
Effect Of Storage Temperatures And Home Refrigeration Systems On The Shelf Life Of Frozen Desserts, Natalie Sinclair
All Theses
The effect of storage temperature over 12 weeks was studied using dairy and non-dairy frozen desserts. Research was conducted to determine if higher freezer temperatures affect frozen dessert quality to reduce energy use associated with lower freezer temperatures. Samples were analyzed for ice crystal pore size using micrographs, grittiness by a trained sensory panel and weight loss during storage. Ice crystal size was determined using scanning electron microscopy and grittiness was measured on a 5-point ranking scale, with 1 being least gritty and 5 being most gritty. Weight loss was determined by measuring sample weights before and after the 12-week …
Thawing And Storage Effects On Quality Of Plant-Based Sausage Patties, Dakota Cook
Thawing And Storage Effects On Quality Of Plant-Based Sausage Patties, Dakota Cook
All Theses
Maintaining sausage analogue quality during a thawing process and storage is important for increasing consumer satisfaction. Following new trends and prevalence of plant-based meats and a flexitarian diet, two experiments were conducted to test how thawing methods (experiment 1) and storage temperatures (experiment 2) affect meat analogue quality. For Experiment 1, Jimmy Dean Original Sausage Patties Made with Pork & Turkey, Morningstar Veggie Original Patties and Beyond Sausage Original Patties were purchased pre-frozen and subsequently thawed in one of three ways: 1. thawed at 4°C for 24 hours, 2. thawed at room temperature (22°C±2°C) for 4 hours and 3. thawed …
Delineating The Impact Of Vascular Smooth Muscle Cell Abca1/G1 And Mir-33a Expression On Atherosclerosis, Olanrewaju Oladosu
Delineating The Impact Of Vascular Smooth Muscle Cell Abca1/G1 And Mir-33a Expression On Atherosclerosis, Olanrewaju Oladosu
All Dissertations
Atherosclerotic cardiovascular disease is the leading cause of mortality worldwide due to being the predominant factor in heart attack and stroke deaths. Atherosclerotic cardiovascular disease is caused by cholesterol accumulating in arteries. It is historically thought that the cell type most responsible for causing atherosclerosis via excessive cholesterol accumulation is intimal monocyte-derived macrophages. However, macrophage-like cells (MLC) of vascular smooth muscle cell (VSMC) origin have now been proposed as another cell type to trigger atherosclerosis, since VSMC cholesterol accumulation results in these cells to trans-differentiate into a MLC phenotype. Three major genes involved in cholesterol metabolism are ABCA1, ABCG1, and …
Enhancing Efficiency Of The Nutrition Education For Utah Refugees, Habiba Ali Nur
Enhancing Efficiency Of The Nutrition Education For Utah Refugees, Habiba Ali Nur
All Graduate Theses and Dissertations, Fall 2023 to Present
Refugees face many challenges related to obtaining and preparing adequate and culturally acceptable and desirable foods in their resettlement communities. These challenges often lead to risk of food insecurity and chronic diseases. A review of literature identified the existing delivery strategies and highlighted the need for nutrition education tailored to the refugees’ conditions. This study identified some of the barriers that refugees face, including the English language, transportation, finding items in grocery stores, availability of ingredients and equipment needed for cooking, affordability of food and budgeting. It also highlighted participants’ preference for having nutrition education.
To overcome these challenges, the …
Understanding The Impact Of Physicochemical Modifications On The Cold Gelling Behavior Of Micellar Casein Concentrate Dispersions, Nathan Pougher
Understanding The Impact Of Physicochemical Modifications On The Cold Gelling Behavior Of Micellar Casein Concentrate Dispersions, Nathan Pougher
All Graduate Theses and Dissertations, Fall 2023 to Present
When skim milk is filtered via microfiltration, the amount of casein (one of the major milk proteins) in solution can be concentrated. When casein content is high enough (>15%), the solution forms a gel at cold temperatures. With growing trends in the food industry towards simplistic ingredient labels, commonly used gums and stabilizers in the dairy industry are becoming less preferred. In the future, there is potential for the gelling properties of micellar casein to be applied to dairy products as a thickener or stabilizer, but the mechanism behind gel formation isn’t understood well. In this study, the gel …
Impact Of Moisture Content And Composition On Flow Properties Of Dairy Powders, Katelynn Palmer
Impact Of Moisture Content And Composition On Flow Properties Of Dairy Powders, Katelynn Palmer
All Graduate Theses and Dissertations, Fall 2023 to Present
Milk protein concentrate (MPC) and isolate (MPI), and milk permeate powder (MPP) are functional dairy powder products that are used in food applications worldwide. It is critical that environmental factors and physical powder characteristics during production and storage are controlled. When dairy powders are exposed to non-ideal conditions (high moisture, varying temperatures,) they can quickly become very sticky, and clumpy. When powders become sticky, their ability to easily flow is reduced. As a result, processing and storing the powders effectively and sustainably becomes very difficult.
In the first study, an analysis method was created to test the general flow behavior …
Understanding The Pizza Baking Properties Of Low Moisture Part Skim (Lmps) Mozzarella Cheese, Anjali Verma
Understanding The Pizza Baking Properties Of Low Moisture Part Skim (Lmps) Mozzarella Cheese, Anjali Verma
All Graduate Theses and Dissertations, Fall 2023 to Present
Mozzarella cheese is expected to melt, stretch, release free oil and exhibit browning and blistering when baked on pizza. This research aimed to investigate the effects of different starter cultures (based on lactose and galactose utilizing ability) and calcium levels on the functionality of Mozzarella cheese when baked on pizza. Four combinations of starter cultures using S. thermophilus (STI 06)-control, Lac+ Gal+ L. helveticus (LH 32), and Lac- Gal+ adjunct culture L. helveticus (LH 7995) were used to make the cheese samples. Various tests were conducted over a seven-week period to evaluate their baking properties. The …
Oxalic Acid: A Blooming Organic Acid For Postharvest Quality Preservation Of Fresh Fruit And Vegetables, Mahmood Ul Ul Hasan, Zora Singh, Hafiz Muhammad Shoaib Shah, Jashanpreet Kaur, Andrew Woodward, Eben Afrifa-Yamoah, Aman Ullah Malik
Oxalic Acid: A Blooming Organic Acid For Postharvest Quality Preservation Of Fresh Fruit And Vegetables, Mahmood Ul Ul Hasan, Zora Singh, Hafiz Muhammad Shoaib Shah, Jashanpreet Kaur, Andrew Woodward, Eben Afrifa-Yamoah, Aman Ullah Malik
Research outputs 2022 to 2026
Oxalic acid (OA) is a unique organic acid that commonly occurs in plants with distinct functions in modulating metabolic processes. To date, the role of OA has primarily been studied in the deactivation of copper-containing preservatives, detoxification of aluminium toxicity and remediation of organic pollutants. During the last two decades, OA has been considered as an antioxidant compound with focus on its potential to enhance crop yield, improve fruit quality, boost nutritional profile, and delay postharvest senescence in fruit and vegetables. It has been established that pre- and postharvest OA application delays ripening and senescence by down-regulating physiological processes such …
The Evaluation Of Feed Additives On Reducing Enteric Methane Production From Cattle, Reba L. Colin
The Evaluation Of Feed Additives On Reducing Enteric Methane Production From Cattle, Reba L. Colin
Department of Animal Science: Dissertations, Theses, and Student Research
Environmental sustainability can be positively impacted by the inclusion of feed additives to reduce enteric methane production from cattle. Methane production can be affected by feed additives that either alter the rumen environment or act as methanogenesis inhibitors. A reduction in methane from cattle can contribute to meeting carbon neutrality.
A metabolism study was conducted to evaluate Alga 1.0, a product containing bromoform, fed to cattle to evaluate the effects on gas emissions. Treatments were (0, 69, or 103 g/d Alga 1.0) fed in a corn-based diet. Headbox-style indirect calorimeters were used to measure gas emissions. Feeding Alga 1.0 linearly …
Enhanced Wound Care Identification And Intervention, Melissa Faura Rd, Ldn, Rachel Geosits Ms, Rdn, Cnsc, Ldn, Ann Flickinger Ms, Rd, Ldn
Enhanced Wound Care Identification And Intervention, Melissa Faura Rd, Ldn, Rachel Geosits Ms, Rdn, Cnsc, Ldn, Ann Flickinger Ms, Rd, Ldn
Clinical Nutrition Service
No abstract provided.
A 2-Tiered Educational Program To Enhance Nutrition Knowledge, Confidence And Application Among Medical Residents, Kimberly Cephas Ms, Rd, Cnsc, Ldn, Jacqueline Labatch Rd, Cnsc, Ldn, Renee Selby Rd, Cnsc, Ldn
A 2-Tiered Educational Program To Enhance Nutrition Knowledge, Confidence And Application Among Medical Residents, Kimberly Cephas Ms, Rd, Cnsc, Ldn, Jacqueline Labatch Rd, Cnsc, Ldn, Renee Selby Rd, Cnsc, Ldn
Clinical Nutrition Service
No abstract provided.
Assessing The Barriers To Utilizing Length Boards In A Level Iv Neonatal Intensive Care Unit, Heather Kistler Rd, Csp, Ldn, Kristi L. Ruth Rd, Cnsc, Ldn, Laura Kurtz Ms, Rd, Ldn
Assessing The Barriers To Utilizing Length Boards In A Level Iv Neonatal Intensive Care Unit, Heather Kistler Rd, Csp, Ldn, Kristi L. Ruth Rd, Cnsc, Ldn, Laura Kurtz Ms, Rd, Ldn
Clinical Nutrition Service
No abstract provided.
Controlling Salmonella: Strategies For Feed, The Farm, And The Processing Plant, Tomi Obe, Timothy Boltz, Mike Kogut, Steven C. Ricke, Lasheda A. Brooks, Ken Macklin, Ashley Peterson
Controlling Salmonella: Strategies For Feed, The Farm, And The Processing Plant, Tomi Obe, Timothy Boltz, Mike Kogut, Steven C. Ricke, Lasheda A. Brooks, Ken Macklin, Ashley Peterson
Poultry Science Faculty Publications and Presentations
Controlling Salmonella in poultry is an ongoing food safety measure and while significant progress has been made, there is a need to continue to evaluate different strategies that include understanding Salmonella-poultry interaction, Salmonella-microbiota interactions, Salmonella genetics and response to adverse conditions, and preharvest and postharvest parameters that enable persistence. The purpose of this symposium is to discuss different strategies to consider from feed milling to the farm to the processing environment. This Poultry Science Association symposium paper is divided into 5 different sections that covers 1) immunological aspects of Salmonella control, 2) application of Salmonella genetics for targeted …
Nutritional-Environmental Trade-Offs In Potato Storage And Processing For A Sustainable Healthy Diet, Aubin Payne, Ebenezer M. Kwofie, Prince Agyemang, Jamie Baum
Nutritional-Environmental Trade-Offs In Potato Storage And Processing For A Sustainable Healthy Diet, Aubin Payne, Ebenezer M. Kwofie, Prince Agyemang, Jamie Baum
Biological and Agricultural Engineering Faculty Publications and Presentations
Over the last decade, poor diets and limited access to nutritious foods have been critical drivers of micronutrient deficiency in human health. However, food fortification at an industrialized scale in developed countries has helped eliminate deficiency-related diseases. In developing countries, fortified foods and biofortified materials have been delivered to nutrient-deficient communities. While these strategies have produced significant and acclaimed results, reports from the Food and Agricultural Organization suggest that over a quarter of the world’s population suffers from micronutrient deficiency. This implies that there are still declines in micronutrients in food products at different nodes along the food value chain …
Dan Sharp, Dan Sharp
Dan Sharp, Dan Sharp
Oral History Project (all interviews)
Dan Sharp is the child nutrition director in Grand Junction, Colorado.
Effect Of Different Pre-Growth Temperatures On The Survival Kinetics Of Salmonella Enterica And Listeria Monocytogenes In Fresh-Cut Salad During Refrigerated Storage, Avninder Kaur, Veerachandra K. Yemmireddy
Effect Of Different Pre-Growth Temperatures On The Survival Kinetics Of Salmonella Enterica And Listeria Monocytogenes In Fresh-Cut Salad During Refrigerated Storage, Avninder Kaur, Veerachandra K. Yemmireddy
School of Earth, Environmental, & Marine Sciences Faculty Publications
The effect of the pre-growth temperature of bacterial cultures on their subsequent survival kinetics in fresh-cut produce during refrigerated storage was investigated in this study. Three-strain cocktails of Listeria monocytogenes and Salmonella enterica, cultured at different growth temperatures (4, 21, and 37 °C) were inoculated on fresh-cut mixed salad and on individual produce in the mixed salad. The inoculated samples were stored at 4 °C and 80 ± 2% relative humidity (RH) for up to 72 h and the growth, survival, or death kinetics were determined at regular intervals. The results indicate that depending upon the type of pathogen …
Effect Of Different Pre-Growth Temperatures On The Survival Kinetics Of Salmonella Enterica And Listeria Monocytogenes In Fresh-Cut Salad During Refrigerated Storage, Avninder Kaur, Veerachandra K. Yemmireddy
Effect Of Different Pre-Growth Temperatures On The Survival Kinetics Of Salmonella Enterica And Listeria Monocytogenes In Fresh-Cut Salad During Refrigerated Storage, Avninder Kaur, Veerachandra K. Yemmireddy
School of Earth, Environmental, & Marine Sciences Faculty Publications
The effect of the pre-growth temperature of bacterial cultures on their subsequent survival kinetics in fresh-cut produce during refrigerated storage was investigated in this study. Three-strain cocktails of Listeria monocytogenes and Salmonella enterica, cultured at different growth temperatures (4, 21, and 37 °C) were inoculated on fresh-cut mixed salad and on individual produce in the mixed salad. The inoculated samples were stored at 4 °C and 80 ± 2% relative humidity (RH) for up to 72 h and the growth, survival, or death kinetics were determined at regular intervals. The results indicate that depending upon the type of pathogen tested, …
Exploring Pathways To Food Science Careers In Southern California: A Case Study In Food Science Career Development, Jeremy L. Hsu, Sarah Ahles, Lilian W. Senger, Anuradha Prakash
Exploring Pathways To Food Science Careers In Southern California: A Case Study In Food Science Career Development, Jeremy L. Hsu, Sarah Ahles, Lilian W. Senger, Anuradha Prakash
Food Science Faculty Articles and Research
Southern California is a diverse region that is home to a high concentration of food science companies, with an increasing demand for additional food scientists and technologists to join this workforce. Despite this abundance of food science companies and the high demand for jobs, there is currently a shortage in the number of qualified food scientists and technologists in the region. This shortage is also observed within higher education, with declining enrollments in the food science graduate and undergraduate programs across Southern California. Here, we conduct a case study to explore the factors that influence students from Southern California to …
Radiofrequency Inactivation Of Salmonella In Black Pepper And Dried Basil Leaves Using In-Package Steaming, Surabhi Wason, Rossana Villa-Rojas, Jeyamkondan Subbiah
Radiofrequency Inactivation Of Salmonella In Black Pepper And Dried Basil Leaves Using In-Package Steaming, Surabhi Wason, Rossana Villa-Rojas, Jeyamkondan Subbiah
Department of Food Science and Technology: Faculty Publications
Radiofrequency (RF) heating has been extensively studied for pasteurizing low‐moisture foods. Currently, bulk foods are treated with radiofrequency; potential cross‐contamination may occur during packaging of pasteurized products. As an alternative, in‐package RF processing was evaluated for Salmonella inactivation on black peppercorns and dried basil leaves and prevention of cross‐contamination during storage postprocessing. Inpackage steaming refers to the process in which the samples were heated in a steam vent package to generate and retain steam during the treatment. This treatment achieved good heating uniformity which could be because of the circulation of steam within the package. One‐way steam vent allowed the …
Conventional Solid-State Fermentation Impacts The White Lupin Proteome Reducing The Abundance Of Allergenic Peptides, Arineh Tahmasian, Roger Drew, James A, Broadbent, Angéla Juhász, Mitchell Nye-Wood, Michelle L. Colgrave
Conventional Solid-State Fermentation Impacts The White Lupin Proteome Reducing The Abundance Of Allergenic Peptides, Arineh Tahmasian, Roger Drew, James A, Broadbent, Angéla Juhász, Mitchell Nye-Wood, Michelle L. Colgrave
Research outputs 2022 to 2026
The demand for high-quality and sustainable protein sources is on the rise. Lupin is an emerging plant-based source of protein with health-enhancing properties; however, the allergenic potential of lupins limits their widespread adoption in food products. A combination of discovery and targeted quantitative proteome measurements was used to investigate the impact of solid-state fermentation induced by Rhizopus oligosporus on the proteome composition and allergenic protein abundances of white lupin seed. In total, 1,241 proteins were uniquely identified in the fermented sample. Moreover, the effectiveness of the solid-state fermentation in reducing the abundance of the tryptic peptides derived from white lupin …
A Novel Machine-Learning Framework Based On A Hierarchy Of Dispute Models For The Identification Of Fish Species Using Multi-Mode Spectroscopy, Mitchell Sueker, Amirreza Daghighi, Alireza Akhbardeh, Nicholas Mackinnon, Gregory Bearman, Insuck Baek, Chansong Hwang, Jianwei Qin, Amanda M. Tabb, Jiahleen Roungchun, Rosalee S. Hellberg, Fartash Vasefi, Moon Kim, Kouhyar Tavakolian, Hossein Kashini Zadeh
A Novel Machine-Learning Framework Based On A Hierarchy Of Dispute Models For The Identification Of Fish Species Using Multi-Mode Spectroscopy, Mitchell Sueker, Amirreza Daghighi, Alireza Akhbardeh, Nicholas Mackinnon, Gregory Bearman, Insuck Baek, Chansong Hwang, Jianwei Qin, Amanda M. Tabb, Jiahleen Roungchun, Rosalee S. Hellberg, Fartash Vasefi, Moon Kim, Kouhyar Tavakolian, Hossein Kashini Zadeh
Food Science Faculty Articles and Research
Seafood mislabeling rates of approximately 20% have been reported globally. Traditional methods for fish species identification, such as DNA analysis and polymerase chain reaction (PCR), are expensive and time-consuming, and require skilled technicians and specialized equipment. The combination of spectroscopy and machine learning presents a promising approach to overcome these challenges. In our study, we took a comprehensive approach by considering a total of 43 different fish species and employing three modes of spectroscopy: fluorescence (Fluor), and reflectance in the visible near-infrared (VNIR) and short-wave near-infrared (SWIR). To achieve higher accuracies, we developed a novel machine-learning framework, where groups of …