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Articles 421 - 450 of 10857
Full-Text Articles in Entire DC Network
Studies On The Sulfur Nutrition Of Forage Crops, S Ogata, K Kouno, S Kobayashi
Studies On The Sulfur Nutrition Of Forage Crops, S Ogata, K Kouno, S Kobayashi
IGC Proceedings (1977-2023)
Greenhouse experiments and field surveys were conducted (1) to evaluate the S-supplying capacity of soil in Chugoku area, and (2) to determine some diagnostic criteria by which S-status of plants can simply be assessed, and (3) to find out a critical S values in several forage crops. The results obtained are as in the following; 1) The S-supplying capacity of soil is estimated 5mgS/Kg in granite regosols and 58mgS/Kg in andosols. The S-supplying capacity of soil could not be estimated by only available-S content, but may be reliably estimated by total-S and the mineralization rate of organic matter. 2) Grassland …
Concentration Of Trace Elements In Grass On Shinshu High Land Area, H Danbara, H Arima, T Baba, T Matano, M Yamaguchi, T Kikuchi
Concentration Of Trace Elements In Grass On Shinshu High Land Area, H Danbara, H Arima, T Baba, T Matano, M Yamaguchi, T Kikuchi
IGC Proceedings (1977-2023)
About twenty kinds of trace elements in grass grown on Shinshu high land area were determined with non destructive activation analysis. These elements in grass will be taken by beef cattle as nutrients. Zinc and manganese were found remarkablly high concentration then copper came after. Cobalt and selenium such as important elements for physiology of cattle were not determined so high.
Herbage Dry Matter Yield And Nitrogen Content Of A Reproductive Growth According To Spring Management Case Of Permanent Meadows In The Pyrenees Mountains, M Duru
IGC Proceedings (1977-2023)
In mountains farming systems, the wintering is the principal constraint because hay stock by ewe is low and has poor feed value. The objective of this research is to show the effect of spring management (fertilization, grazing) on the reproductive growth. We measured herbage dry matter on three plots of different fertility levels (0.108 % - 0.045 % - 0.018 % P205 Dyer) at an altitude of 1250 m. We show that the net starting growth is afunction of the soil fertility level (we observed differences of a month between plots). Consequently, the grazing effect on the regrowth does not …
Effects Of Interactions Between Temperate And Phosphorus Supply On Growth And Critical Phosphorus Concentrations In Macroptilium Atropurureum Cv. Siratro, F W. Smith, C S. Andrew
Effects Of Interactions Between Temperate And Phosphorus Supply On Growth And Critical Phosphorus Concentrations In Macroptilium Atropurureum Cv. Siratro, F W. Smith, C S. Andrew
IGC Proceedings (1977-2023)
Effects of interactions between aerial temperature, root temperature, and phosphorus (P) supply on growth and critical P concentrations in the tropical legume Mecroptilium atropurpureum cv. Siratro have been studied in controlled environments. Maximum growth of siratro when supplied with adequate P was achieved at aerial temperatures of 30/25°C ( day/night) and 35/30°C when root temperatures were maintained at 30°C. Aerial temperatures of 25/20 °C severely restricted growth, particularly when a root temperature of 20°C was used. Neither aerial temperatures nor root temperatures had any discernible effect on the amount of P needed to be applied to obtain maximum yield. …
A Tentative For Appreciation Of The Nitrogen Nutrition Status In Grasses- Red Clover Mixtures Compared To Pure Stands, Noelle Amarger, A Mariotti, J Picard
A Tentative For Appreciation Of The Nitrogen Nutrition Status In Grasses- Red Clover Mixtures Compared To Pure Stands, Noelle Amarger, A Mariotti, J Picard
IGC Proceedings (1977-2023)
In our country it is commonly accepted at the level of extension services that growing forage grasses and legumes mixtures can offer to the farmers a good opportunity to achieve high dry matter yield and good quality feed at a lower rate of input than growing pure grass stands. This is supposed to be so due to combination of the chief advantages coming from each component as far as their chemical composition and feeding value, the influence of their root system on soil structure, their mineral nutrition characteristics, ... are concerned. A number of experiments have been done, the results …
Interspecific Differences In Sodium Nutrition Among Tropical Grasses, T Ando, Y Masaoka, K Matsumoto
Interspecific Differences In Sodium Nutrition Among Tropical Grasses, T Ando, Y Masaoka, K Matsumoto
IGC Proceedings (1977-2023)
In order to clarify interspecific differences in sodium (Na) accumulation and requirement, the following grasses were grown in the nutrient solution with 0-40 ppm Na for 4 weeks; Panicum coloratum (Coloured guineagrass: abbr. as CG, Kabulabula grass: KB and Makarikari grass: MK), P.maximum (green panic: GP and Guineagrass: GG), P. dichotomiflorum (fall panic: FP), Chloris gayana (Rhodes grass: RG), Echinochloa care-galli (Jananese millet: JM), Eleusine coracana ( African millet: AM) and Sorghum vulgare (Sorghum: SG). The ability to accumulate Na in shoots was ranked in the following order; KB and RG: high, GP and MK: intermediate, CG, GG, JM, …
Effect Of Drought On Leaf Senescence And Forage Quality Of Three Temperate Grasses, S Bittman, G M. Simpson, Z Mir
Effect Of Drought On Leaf Senescence And Forage Quality Of Three Temperate Grasses, S Bittman, G M. Simpson, Z Mir
IGC Proceedings (1977-2023)
This study was conducted to compare the effect of a period of drought on leaf senescence, protein yield and P concentration in smooth bromegrass (Bromus inermis Leyss.) (Br), crested wheatgrass (Agropyron cristatum (L.) Gaertn. spp. pectinatum (Bieb.) Tzvel.) (CW g) and Altai wildrye (Leymus angustatus (Trin.) Pilger) (Awr ). Susceptibility to drought in terms of leaf water potential, senescence, and nutritive quality, was greatest in CWg, intermediate in Br, and least in A Wr. Drought induced less sencence in vegetative than in floral tillers in CW g and Br; the ability of A Wr to maintain its quality …
Evaluation Of Orchardgrass And Alfalfa For Its Nutritive Value And Voluntary Intake By Neutral Detergent Analysis, T Ishiguri
IGC Proceedings (1977-2023)
A series of trials has been carried out over a ten-year period to determine the ad lib. intake and digestibility of clipped orchardgrass and alfalfa fed at several growth stages to wethers. Forage and feces were fractionated into cell wall (CW) and cell content (CC) with neutral detergent solution, moreover the digestibility and the digestible amount of CW, CC were determined. The changing amount of digestible dry matter (D DM) in grass and legume related to the amount of digestible CC and indigestible CW, whereas digestible CW was observed to have little relation.
orchardgrass varied little between the first cut …
Effect Of Cutting Barley (Hordeum Vulgare L.) And Wheat (Triticum Oestivum L.) On The Yield Of Grain And Straw With Special Reference To The Nutritive Value Of The Green Forage Cut, M S. Nowar, S Y. Sherif, G A. Abdel-Rahman, S N. Abdel-Baki, K M. El-Gindi
Effect Of Cutting Barley (Hordeum Vulgare L.) And Wheat (Triticum Oestivum L.) On The Yield Of Grain And Straw With Special Reference To The Nutritive Value Of The Green Forage Cut, M S. Nowar, S Y. Sherif, G A. Abdel-Rahman, S N. Abdel-Baki, K M. El-Gindi
IGC Proceedings (1977-2023)
It was intended to study the possibility of cutting green barley (Hordeum vulgare L.) and wheat (Triticum aestivum L.) before obtaining grains. The grains of the two crops were sown in broadcasting. Half of the cultivated area of both crops were cut manually at 30 cm plant height, while the others were left as controls. Two digestibility trials using 3 fistulated castrated Ossimi rams were carried on the green forage cut of barley and wheat. The obtained results are summarized as follow:
1. The values of in vitro disappearance, in vivo digestion coefficients (except EE), nutritive value (SV, …
Evaluation Of Grain Sorghum As A Silage Crop, R L. Smith, K K. Bolsen
Evaluation Of Grain Sorghum As A Silage Crop, R L. Smith, K K. Bolsen
IGC Proceedings (1977-2023)
Three experiments were conducted to determine the nutritive value and yield potential of grain sorghum cultivars harvested as whole-plant silage. A commercial yellow endosperm grain sorghum was harvested at late-dough and hard-grain stages of maturity. Each silage was fed unprocessed and processed through a roller mill to steers in growth and digestion trials. A yield study compared five cultivars of grain sorghum and one forage sorghum, each harvested at three stages of matuirity (milk to early dough, late-dough, and hard-grain). Processing the silages significantly improved steer gains and feed efficiencies. There was a nonsignificant increase in silage DM digestibility due …
Effects Of Mono-Oligo Saccharides And Lignin On The Digestibility In Sorghum And Corn Culm, S Kumai, R Fukumi, K Taji
Effects Of Mono-Oligo Saccharides And Lignin On The Digestibility In Sorghum And Corn Culm, S Kumai, R Fukumi, K Taji
IGC Proceedings (1977-2023)
This research was undertaken to clarify relationship between digestibility and chemical composition of sorghum and corn culm and futhermore, to find higher nutritive strains among sorghums. Experimental samples used were 21 sorghum culms and 13 corn ones at the silage stages. Samples were analysed mono, oligo saccharides (MOSD), organic cellular contents (OCC), organic cell wall (OCW), organic a (Oa), organic b (Ob), acid detergent fiber (ADF), acid detergent lignin (AD-L) and acid detergent silica (AD-silica), and estimated in vitro dry matter digestibility (IVDMD).
Composition And Nutritive Value Of Diets Selected By Sheep And Goats On Four Pasture Types, E C. Prigge, D B. Mpiri, W B. Bryan
Composition And Nutritive Value Of Diets Selected By Sheep And Goats On Four Pasture Types, E C. Prigge, D B. Mpiri, W B. Bryan
IGC Proceedings (1977-2023)
Esophageally fistulated sheep (Ovis aries) and goats (Capra hircus) were compared in relation to the composition and nutritive value of ingesta collected by grazing four pasture types. The pasture types are described as Improved Pasture, Unimproved Pasture, Unimproved Pasture with Low Scrub and High Scrub. The scrub consisted mainly of hawthorne (Crataegus sp.) and blackberry (Rubus sp.). Samples of herbage and esophageal extrusa were visually separated into four forage classes (legumes, grass, forbs/browse and dead material). A significant (P < .01) animal species x type of pasture interaction was evident in regard to the preference for the various forage classes. The goats consumed much larger proportions of browse than the sheep on the pastures containing scrub. Few differences were evident between goats and sheep in nutritive value of the ingesta within pasture type.
Leaching Effects On Composition And Digestibility Of Leaf And Stem Of Alfalfa And Red Clover, Michael Collins
Leaching Effects On Composition And Digestibility Of Leaf And Stem Of Alfalfa And Red Clover, Michael Collins
IGC Proceedings (1977-2023)
Rainfall during field drying of legume hay reduces both yield and nutritive value of the forage. An experiment was conducted to evaluate leaching effects on composition of dry leaf and stem tissue of alfalfa (Medicago sativa L.) and red clover (Trifolium pratense L.). Leaching increased neutral detergent fiber, acid detergent fiber, cellulose and acid detergent lignin concentrations in every case although leaf increased more. Stem tissue of red clover differed less from leaf in fiber composition than did leaf and stem of alfalfa. Leaching did not significantly affect nitrogen concentration but decreased in vitro true digestibility of both …
Intake Of Grassland - Hay By Dairy Cows And Its Potential Meet Requirements Of Maintenance And Milk Production, J P. Dulphy, C Beranger, D Micol
Intake Of Grassland - Hay By Dairy Cows And Its Potential Meet Requirements Of Maintenance And Milk Production, J P. Dulphy, C Beranger, D Micol
IGC Proceedings (1977-2023)
There have been few recent studies on the use of grass-hays by dairy cows, probably as a result of the importance given to studies on silage. Therefore 9 grass-hays, harvested in good conditions, were prepared and fed to dairy cows. With a CP content of 133 g/kg DM and an O.M. digestibility of 64.4%, the intake of these hays was 2.07 % of live weight (12.65 kgDM/animal/day). Their energy supply was sufficient to cover the maintenance needs of the cows, and a mean theoretical daily production of 8.1 kg of milk. The real production was 20.1 kg, and the difference …
An Expert Nirs Forage System, John S. Shenk, M O. Westerhaus
An Expert Nirs Forage System, John S. Shenk, M O. Westerhaus
IGC Proceedings (1977-2023)
Near infrared spectroscopy (NIRS) has become an accepted technique to analyze the nutritive value of forage and feedstuffs. Recent advancements have been made in developing universal calibration equations that can be transferred from instrument to instrument. This advancement has made it possible to use NIRS as the analytical component of expert system software in conjunction with livestock feeding models. The software is flexible to provide information for research, extension, and industry applications. The incorporation of NIRS into an expert system promises to make possible new advancements in efficiency of livestock production.
Development Of A National Alfalfa Quality Assessment Procedure In The United States, V L. Marble, W C. Templeton
Development Of A National Alfalfa Quality Assessment Procedure In The United States, V L. Marble, W C. Templeton
IGC Proceedings (1977-2023)
Only a small fraction of the U.S. hay crop is evaluated for nutritive properties. Various states have developed alfalfa hay quality prediction systems based on chemical analysis. Confusion among users has resulted from nonuniformity among systems. Additional factors causing concern include: increased awareness among producers of higher income from the sale of high quality hay; increased demand among dairymen for a prediction system compatible with ration formulation; recognition of the inadequacy and nonuse of U.S. federal hay grades; increased movement of alfalfa hay across state borders; and lack of agreement on duplicate samples sent to different laboratories. After formation of …
Adaptation Of The Inra System Of Determination And Expression Of The Nutritive Value Of Forages To The Tropical Conditions In The Caribbean Island, A Xande, R Garcia-Trujillo
Adaptation Of The Inra System Of Determination And Expression Of The Nutritive Value Of Forages To The Tropical Conditions In The Caribbean Island, A Xande, R Garcia-Trujillo
IGC Proceedings (1977-2023)
This program have undertaken a series of trials of systematic measure of nu tritive value on the tropical forages. The choice of the calculation and of the way of expression of energetic and nitrogen values required comparation measures in different systems as well as attempts in alimentation before adopting the new french INRA system of energy (UFL-UFV) and of the protein value (POI). The general results of this study is a preamble to the diffusion of the table of nutritive value of the tropical forages. For this purpose 450 samples of forages have been analysed on sheep in cage of …
Combination Of Irreversible Electroporation And Clostridium Novyi-Nt Bacterial Therapy For Colorectal Liver Metastasis, Zigeng Zhang, Guangbo Yu, Qiaoming Hou, Farideh Amirrad, Sha Webster, Surya M. Nauli, Jianhua Yu, Vahid Yaghmai, Aydin Eresen, Zhuoli Zhang
Combination Of Irreversible Electroporation And Clostridium Novyi-Nt Bacterial Therapy For Colorectal Liver Metastasis, Zigeng Zhang, Guangbo Yu, Qiaoming Hou, Farideh Amirrad, Sha Webster, Surya M. Nauli, Jianhua Yu, Vahid Yaghmai, Aydin Eresen, Zhuoli Zhang
Pharmacy Faculty Articles and Research
Colorectal liver metastasis (CRLM) poses a significant challenge in oncology due to its high incidence and poor prognosis in unresectable cases. Current treatments, including surgical resection, systemic chemotherapy, and liver-directed therapies, often fail to effectively target hypoxic tumor regions, which are inherently more resistant to these interventions. This review examines the potential of a novel therapeutic strategy combining irreversible electroporation (IRE) ablation and Clostridium novyi-nontoxic (C. novyi-NT) bacterial therapy. IRE is a non-thermal tumor ablation technique that uses high-voltage electric pulses to create permanent nanopores in cell membranes, leading to cell death while preserving surrounding structures, and …
Antibacterial Potential Of Tapanuli Orangutan (Pongo Tapanuliensis) Food In Batang Toru Forest Against Escherichia Coli And Salmonella Typhi, Herna Febrianty Sianipar, Wahyu Widoretno, Luchman Hakim, Rezi Rahmi Amolia, Fatchiyah Fatchiyah
Antibacterial Potential Of Tapanuli Orangutan (Pongo Tapanuliensis) Food In Batang Toru Forest Against Escherichia Coli And Salmonella Typhi, Herna Febrianty Sianipar, Wahyu Widoretno, Luchman Hakim, Rezi Rahmi Amolia, Fatchiyah Fatchiyah
Karbala International Journal of Modern Science
Diarrhea is a common disease affecting orangutans, primarily caused by Escherichia coli and Salmonella typhi bacteria. To treat this disease, antibacterial food sources are essential as therapeutic agents for orangutans. The fruits consumed by Tapanuli orangutans include Campnosperma auriculatum, Agathis borneensis, Artocarpus heterophyllus, Castanopsis argantea, and Aglaia tomentosa. This study aims to examine the amino acid and phytochemical components with potential antibacterial properties in these five fruit species and their inhibitory effects on E. coli and S. typhi growth through cell lysis, observed using a Scanning Electron Microscope (SEM). The samples were tested for amino acids, phytochemicals, vitamin C content, …
Effects Of Plasma-Activated Water On Wheat: Germination And Seedling Development, Wafaa Abdulrazzaq Abdullah, Hadeel O. Ismael, Duaa A. Uamran, Hammad R. Humud
Effects Of Plasma-Activated Water On Wheat: Germination And Seedling Development, Wafaa Abdulrazzaq Abdullah, Hadeel O. Ismael, Duaa A. Uamran, Hammad R. Humud
Karbala International Journal of Modern Science
The food sector must contend with issues such as pathogen resistance to some of the available chemical agents, environmental pollution, and climate change to provide healthy food for livestock and people. The application of atmospheric pressure plasma jets (APPJs) is one potential solution for such problems. Plasma is appropriate for effective surface decontamination regarding food products and seeds, surface decontamination, and achieving improved agricultural production yields. The impact of plasma-activated water (PAW) produced by plasma jet discharge (PJD) system on in vitro-cultivated wheat seeds is examined in this work. For this aim, a plasma jet system was constructed with a …
A Cancer Education Needs Assessment: Informing Middle-Aged Female Patients About The Relationships Between Obesity And Women’S Health Concerns In The Reproductive System, Breast, And Endometrial Health, Batul Mirza
MUSC Theses and Dissertations
Obesity significantly impacts women’s health, particularly among middle-aged women, by increasing the risk of hormone-sensitive cancers such as breast, endometrial, and reproductive system cancers. This study examines the educational needs of this demographic group regarding obesity-related cancer risks and explores effective intervention strategies. Obesity-induced mechanisms – hormonal imbalances, chronic inflammation, and insulin resistance – drive cancer susceptibility, emphasizing the need for targeted health education. The study employs a qualitative design, which includes interviews with subject matter experts (SMEs) and surveys of middle-aged women. The goal is to assess awareness, perceived barriers, and preferred learning methods. Findings suggest that with many …
What Drives Weight Status Among Female University Students? A Machine Learning Analysis Of Sociodemographic, Dietary, And Lifestyle Determinants, Radwan Qasrawi, Abir Ajab, Leila Cheikh Ismail, Ayesha Al Dhaheri, Sharifa Alblooshi, Razan Abu Ghoush, Stephanny Vicuna Polo, Malak Amro, Suliman Thwib, Ghada Issa, Haleama Al Sabbah
What Drives Weight Status Among Female University Students? A Machine Learning Analysis Of Sociodemographic, Dietary, And Lifestyle Determinants, Radwan Qasrawi, Abir Ajab, Leila Cheikh Ismail, Ayesha Al Dhaheri, Sharifa Alblooshi, Razan Abu Ghoush, Stephanny Vicuna Polo, Malak Amro, Suliman Thwib, Ghada Issa, Haleama Al Sabbah
All Works
Background: Obesity and underweight are increasingly common among young adult women, often resulting from complex interactions between diet, lifestyle, and socioeconomic factors. This study addresses that gap by applying machine learning to a wide range of behavioral, dietary, and demographic data. The main research question asks: What are the key factors influencing weight status among female university students, and how accurately can machine learning models identify them? We hypothesize that different factors are significantly associated with underweight, overweight, and obesity, and that machine learning can reliably detect these patterns. The aim is to identify the strongest predictors and support more …
A Rapid Method For Identifying Plant Oxidative Stress And Implications For Riparian Vegetation Management, Mizanur Rahman, Takashi Asaeda, Kiyotaka Fukahori, Md Harun Rashid, Hideo Kawashima, Junichi Akimoto, Refah Tabassoom Anta
A Rapid Method For Identifying Plant Oxidative Stress And Implications For Riparian Vegetation Management, Mizanur Rahman, Takashi Asaeda, Kiyotaka Fukahori, Md Harun Rashid, Hideo Kawashima, Junichi Akimoto, Refah Tabassoom Anta
School of Earth, Environmental, & Marine Sciences Faculty Publications
Native and invasive plants of the riverain region undergo a range of environmental stresses that result in excess reactive oxygen species (ROS). Hydrogen peroxide (H2O2) is a relatively stable and quickly quantifiable way among different ROS. The herbaceous species including Artemisia princeps, Sicyos angulatus, and Solidago altissima were selected. The H2O2 and photosynthetic pigment of leaves were measured, soil samples were analyzed to quantify macronutrients such as total nitrogen (TN), total phosphorus (TP), and soil moisture, and photosynthetic photon flux density (PPFD) was also recorded at different observed sites of Arakawa Tarouemon, Japan. The H2O2 concentration of S. altissima significantly …
Neurophysiology And Endocrine Responses To Hunger And Satiety Mechanisms: The Brain-Gut Crosstalk, Nour Shakir Rezaieg, Muthanna M. Awad
Neurophysiology And Endocrine Responses To Hunger And Satiety Mechanisms: The Brain-Gut Crosstalk, Nour Shakir Rezaieg, Muthanna M. Awad
Karbala International Journal of Modern Science
Background: Obesity is a main public health problem which substantially increases the risk of many diseases. The complex neural circuitry controls energy homeostasis and food consumption by the incorporation of hormonal and neural signals. Circulating hormones, in specific the gut hormones, have been found to be very important in appetite regulation. These hormones transfer energy situation signs to the brain throughout three principle paths: the circulation system, activation of the vagus nerve, and direct modification of main brain regions such as the hypothalamus and brainstem. The control of food eating is not exclusively dependent on the homeostatic processes, rather it …
Measuring And Mapping Spatial Distributions Of Soil Lead Concentrations Across An Urban-To-Rural Gradient In Chicagoland, Lulia Woldemicael, Andrea Stoeva
Measuring And Mapping Spatial Distributions Of Soil Lead Concentrations Across An Urban-To-Rural Gradient In Chicagoland, Lulia Woldemicael, Andrea Stoeva
DePaul Discoveries
Lead (Pb), a highly toxic chemical has found its way into many aspects of our communities through a plethora of different pathways such as paint, gasoline, and industrial activity. Exposure to lead poses harmful risks to all age groups as a higher blood lead level is associated with higher mortality. Although actions have been taken to eliminate lead from the atmosphere, it remains in the environment, especially accumulating in urban areas where the use of automobiles and highly industrialized landscapes are prevalent. This study examines the soil lead concentrations along an urban-to-rural gradient connecting Humboldt Park, Skokie, and Buffalo Grove, …
Healthcare Administration Within Free Medical Clinics And The Impacts On The Sustainable Development Goals, Saneywongse Le Mar
Healthcare Administration Within Free Medical Clinics And The Impacts On The Sustainable Development Goals, Saneywongse Le Mar
Goal 3: Good Health and Well-Being
No abstract provided.
Customizing Ai Strategies Across Multiple Generations, Matthew Harrer
Customizing Ai Strategies Across Multiple Generations, Matthew Harrer
Theses
This project investigates how artificial intelligence can help brands and marketers connect more effectively with Generation X, Millennials, and Generation Z. The literature review lays the groundwork that focuses on consumer behaviors and the integration of AI into digital marketing practices for each generation. The second part of the project involves a secondary data analysis of 21 recent marketing surveys and reports that explores topics related to trust, personalization, and social media. By integrating the findings into an insightful guidebook, marketers will be able to maximize these insights into clear actionable strategies.
Functional Time Transformation Model With Applications To Digital Health, Rahul Ghosal Ph.D., Marcos Matabuena, Sujit K. Ghosh
Functional Time Transformation Model With Applications To Digital Health, Rahul Ghosal Ph.D., Marcos Matabuena, Sujit K. Ghosh
Faculty Publications
The advent of wearable and sensor technologies now leads to functional predictors which are intrinsically infinite dimensional. While the existing approaches for functional data and survival outcomes lean on the well-established Cox model, the proportional hazard (PH) assumption might not always be suitable in real-world applications. Motivated by physiological signals encountered in digital medicine, we develop a more general and flexible functional time-transformation model for estimating the conditional survival function with both functional and scalar covariates. A partially functional regression model is used to directly model the survival time on the covariates through an unknown monotone transformation and …
Advancing Food Nutrition Estimation Via Visual-Ingredient Feature Fusion, Huiyan Qi, Bin Zhu, Chong-Wah Ngo, Jingjing Chen, Ee-Peng Lim
Advancing Food Nutrition Estimation Via Visual-Ingredient Feature Fusion, Huiyan Qi, Bin Zhu, Chong-Wah Ngo, Jingjing Chen, Ee-Peng Lim
Research Collection School Of Computing and Information Systems
Nutrition estimation is an important component of promoting healthy eating and mitigating diet-related health risks. Despite advances in tasks such as food classification and ingredient recognition, progress in nutrition estimation is limited due to the lack of datasets with nutritional annotations. To address this issue, we introduce FastFood, a dataset with 84,446 images across 908 fast food categories, featuring ingredient and nutritional annotations. In addition, we propose a new model-agnostic Visual-Ingredient Feature Fusion (VIF2 ) method to enhance nutrition estimation by integrating visual and ingredient features. Ingredient robustness is improved through synonym replacement and resampling strategies during training. The ingredient-aware …
Foodlmm: A Versatile Food Assistant Using Large Multi-Modal Model, Yuehao Yin, Huiyan Qi, Bin Zhu, Jingjing Chen, Yu-Gang Jiang, Chong-Wah Ngo
Foodlmm: A Versatile Food Assistant Using Large Multi-Modal Model, Yuehao Yin, Huiyan Qi, Bin Zhu, Jingjing Chen, Yu-Gang Jiang, Chong-Wah Ngo
Research Collection School Of Computing and Information Systems
Large Multi-modal Models (LMMs) have made impressive progress in many vision-language tasks. Nevertheless, the performance of general LMMs in specific domains is still far from satisfactory. This paper proposes FoodLMM, a versatile food assistant based on LMMs with various capabilities, including food recognition, ingredient recognition, recipe generation, nutrition estimation, food segmentation and multi-round conversation. To facilitate FoodLMM to deal with tasks beyond pure text output, we introduce a series of novel task-specific tokens and heads, enabling the model to predict food nutritional values and multiple segmentation masks. We adopt a two-stage training strategy. In the first stage, we utilize multiple …