RayBiotech
RayBiotech
  • Видео 42
  • Просмотров 881 068
K-Clustering [Biostatistics & Machine Learning]
RayBiotech Blog: www.raybiotech.com/learning-center/category/biostatistics-bioinformatics/
K-means clustering is a popular unsupervised machine learning algorithm used for partitioning a dataset into K distinct, non-overlapping clusters. It aims to group similar data points together and to keep dissimilar points apart. This algorithm is widely used in various fields, including data mining, pattern recognition, image segmentation, and more.
Key Concepts of K-means Clustering:
Centroid: Each cluster is represented by a centroid, which is the mean of all data points assigned to that cluster.
Cluster Assignment: Data points are assigned to the cluster with the nearest centroid based on a distanc...
Просмотров: 80

Видео

Wilcoxon Rank Sum
Просмотров 345 месяцев назад
RayBiotech Blog: www.raybiotech.com/learning-center/category/biostatistics-bioinformatics/ The Wilcoxon rank sum test, also known as the Mann-Whitney U test, is a non-parametric statistical test used in biostatistics to compare the distribution of two independent groups. It is particularly valuable when the assumptions required for parametric tests, such as the t-test, are not met, such as when...
Random Forest Model [Biostatistics & Machine Learning]
Просмотров 575 месяцев назад
RayBiotech Blog: www.raybiotech.com/learning-center/category/biostatistics-bioinformatics/ Random Forest is a powerful machine learning algorithm widely used in biostatistics for predictive modeling and feature selection. It operates by constructing a multitude of decision trees during training and outputs the mode of the classes (classification) or mean prediction (regression) of the individua...
Logistic Regression [Biostatistics & Machine Learning]
Просмотров 295 месяцев назад
RayBiotech Blog: www.raybiotech.com/learning-center/category/biostatistics-bioinformatics/ In the realm of disease research within biology, logistic regression serves as a fundamental machine learning algorithm for predictive modeling and understanding the relationship between various factors and disease outcomes. It's particularly valuable in scenarios where the outcome of interest is binary, ...
Hierarchical Clustering [Biostatistics & Machine Learning]
Просмотров 1015 месяцев назад
RayBiotech Blog: www.raybiotech.com/learning-center/category/biostatistics-bioinformatics/ Hierarchical Clustering [Biostatistics & Machine Learning] Hierarchical clustering is a popular machine learning technique used for grouping similar data points into clusters. Unlike other clustering algorithms like K-means, hierarchical clustering doesn't require the number of clusters to be predefined. ...
RayPlex® Cytometric Bead Arrays (CBA) [Webinar]
Просмотров 2598 месяцев назад
RayPlex® Multiplex Bead-Based Arrays: www.raybiotech.com/arrays-products/rayplex-cytometric-bead-arrays RayPlex cytometric bead arrays are compatible with most standard flow cytometers that are equipped with blue and red lasers capable of detecting fluorescence in the phycoerythrin (PE) and allophycocyanin (APC) channels, respectively. This webinar is courtesy of Italian Distributor Prodotti Gi...
RayBiotech [Proteomic Specialists]
Просмотров 10 тыс.Год назад
Accelerating Protein-Based Insights Since 2001. By delivering cutting-edge array technologies, high-performance single protein analysis tools, and quality-focused services, RayBiotech speeds up our customers’ success. RayBiotech's mission is to provide cutting-edge array technologies that accelerate the discovery of disease-related protein biomarkers and key factors, the identification of new d...
Measuring Proteins [ELISA, IQELISA, SIMOA}
Просмотров 374Год назад
White Paper: www.raybiotech.com/elisa-immunopcr-simoa-article-download-form Technology Platforms: ELISA: www.raybiotech.com/elisa-kits/ Immuno-PCR: www.raybiotech.com/elisa-kits-products/immuno-pcr-iqelisatm SIMOA: www.raybiotech.com/cro-services/simoa-single-molecule-protein-detection/ Speaker: Brittany: www.linkedin.com/in/bmpope/ The basic design principle of ELISA depends on the stability a...
Serial Dilutions [Biotech Precision]
Просмотров 566Год назад
More Tips in Sample Preparations: www.raybiotech.com/research-topics/sample-collection-preparation Brittany: www.linkedin.com/in/bmpope/ Achieving precision with serial dilutions is of utmost importance in scientific research and laboratory experiments. Serial dilutions involve the stepwise dilution of a substance to create a series of concentrations for analysis or experimentation. Whether it'...
Sealing the plate [qPCR]
Просмотров 968Год назад
The RayBiotech Immuno-Quantitative ELISA (IQELISA™) is an immuno-PCR assay that combines the specificity and ease of use of an ELISA with the sensitivity of real-time PCR. This detection platform results in an assay that is simultaneously familiar and cutting edge. Compared to traditional ELISA, IQELISA™ enables the use of only 1/10th the sample volume while also providing 10x more sensitivity....
Proteome Analysis [Multiplex Array Technology]
Просмотров 299Год назад
Proteome Analysis [Multiplex Array Technology]
Biomarker Identification [Overcoming challenges]
Просмотров 2382 года назад
Biomarker Identification [Overcoming challenges]
Multiplex ELISA [Microarray / Cytokine Array]
Просмотров 1,5 тыс.2 года назад
Multiplex ELISA [Microarray / Cytokine Array]
Membrane Array [How-to Handle when Multiplexing]
Просмотров 1,8 тыс.2 года назад
Membrane Array [How-to Handle when Multiplexing]
IQELISA™ [Good Laboratory Practice Guide]
Просмотров 3,5 тыс.2 года назад
IQELISA™ [Good Laboratory Practice Guide]
Cytometric Bead Arrays (CBA) with RayPlex®
Просмотров 1,2 тыс.2 года назад
Cytometric Bead Arrays (CBA) with RayPlex®
Immuno PCR with IQELISA® [Why you may need it]
Просмотров 115 тыс.2 года назад
Immuno PCR with IQELISA® [Why you may need it]
ELISA [Full Training Video]
Просмотров 63 тыс.2 года назад
ELISA [Full Training Video]
ELISA [How It Works]
Просмотров 17 тыс.2 года назад
ELISA [How It Works]
Multiplex ELISA [How-to do it with the Quantibody array]
Просмотров 2,5 тыс.2 года назад
Multiplex ELISA [How-to do it with the Quantibody array]
Principal Component Analysis Explained
Просмотров 37 тыс.2 года назад
Principal Component Analysis Explained
RayBiotech Services
Просмотров 1462 года назад
RayBiotech Services
T test and ANOVA Explained
Просмотров 46 тыс.2 года назад
T test and ANOVA Explained
Identifying the Right Antibody Array for Your Research
Просмотров 4512 года назад
Identifying the Right Antibody Array for Your Research
What is an Antibody Array?
Просмотров 2,4 тыс.2 года назад
What is an Antibody Array?
COVID-19 IgM/IgG Rapid Test
Просмотров 525 тыс.4 года назад
COVID-19 IgM/IgG Rapid Test
What does it take to understand cancer?
Просмотров 3144 года назад
What does it take to understand cancer?
Glass Slide Microarray Technique Video
Просмотров 11 тыс.5 лет назад
Glass Slide Microarray Technique Video
Ultrasensitive Biomarker Testing Service - Simoa™
Просмотров 8 тыс.9 лет назад
Ultrasensitive Biomarker Testing Service - Simoa™
Antibody Arrays Used in Research
Просмотров 5 тыс.10 лет назад
Antibody Arrays Used in Research

Комментарии

  • @shayrachahat
    @shayrachahat 2 месяца назад

    Mam can you give any tips to cut the wells perfectly without any mistakes

    • @RayBiotech
      @RayBiotech 2 месяца назад

      RayBiotech's sandwich ELISA kits are pre-coated 96-well strip plates. If you would like to split up your plate testing, each strip includes 8 wells so you can easily split it up in groupings of 8.

  • @sreeramkumar1241
    @sreeramkumar1241 2 месяца назад

    Thank you for information

  • @yalcinpisil
    @yalcinpisil 3 месяца назад

    I already ordered your peptide array kit. When we use overnight incubation, despite using adhesive plastic strips, could the slide drying risk? what do you recommend?

    • @RayBiotech
      @RayBiotech 3 месяца назад

      We recommend covering the slide during the overnight incubation. Both steps are done together. For more questions about your specific kit, please contact technical support. The information can be found on our website under "contact us." Please provide the kit catalog number during your correspondence to facilitate communication.

  • @rahuldevbaroi5020
    @rahuldevbaroi5020 3 месяца назад

    Mam you are very beautiful 😍

  • @yar_muneeb
    @yar_muneeb 3 месяца назад

    Clear Explanation

  • @ueduok2400
    @ueduok2400 4 месяца назад

    Great tutorial, thanks. Now, let's get into the lab, asap.

  • @marksanda9786
    @marksanda9786 4 месяца назад

    The best explanation of PCA that I have ever heard, hands down.

  • @Sharkanypart
    @Sharkanypart 5 месяцев назад

    thank you, it's informative, but the audio quality is just terrible

    • @RayBiotech
      @RayBiotech 5 месяцев назад

      Glad it was helpful! :) We appreciate your feedback and will take it into consideration.

  • @zamrangotgame3474
    @zamrangotgame3474 6 месяцев назад

    U r cute

  • @zbs8334
    @zbs8334 7 месяцев назад

    Yall hiring MLS?

    • @RayBiotech
      @RayBiotech 6 месяцев назад

      To see our job openings, check out our website. www.raybiotech.com/careers#open-position

  • @sanjaykumar-ew6mb
    @sanjaykumar-ew6mb 8 месяцев назад

    Awesome presentation thanks a lot there dear madam ❤❤

  •  8 месяцев назад

    Thank you for references

  • @ranjanpal7217
    @ranjanpal7217 9 месяцев назад

    Amazing explanation

  • @chicanicajfcp
    @chicanicajfcp 9 месяцев назад

    Wrong! The maximum number of PC's are min(n-1, k). In the example you had 10 samples and 40 attributes. The answer should be <= 9 and usually a lot fewer meaningful components. If you have two samples they can always be represented as a line and with 3 samples a plane with no loss of information, same is valid for higher dimensions. Regardless of the number of samples, the number of PC's can never exceed the original number of variables.

    • @RayBiotech
      @RayBiotech 9 месяцев назад

      Thanks for the comment! Yes the last PC will be trivial or nearly 0 when n<k, though PCA will still returning the n PCs. It is correct that there will be n-1 reporting no-trivial PC when n<k.

  • @alexbelay8197
    @alexbelay8197 9 месяцев назад

    tnx but what about 24 -well plate filling format sample, blank and standard

    • @RayBiotech
      @RayBiotech 9 месяцев назад

      For our ELISA kits, we use 96 well plates and a volume incubation of 100uL. If referring to running 24 wells in 3 strips, the conditions are the same. If you're referring to a full 24 well plate then development and use can be accomplished with 1mL per well volume.

  • @Matt_Stark
    @Matt_Stark 10 месяцев назад

    Fantastic video. Well organized and explained.

  • @HenryMarsden-bx6ml
    @HenryMarsden-bx6ml 10 месяцев назад

    Frequency of what...?

    • @RayBiotech
      @RayBiotech 10 месяцев назад

      The frequency depends on your experiment. For us, it's protein expression levels.

  • @diegorodney3960
    @diegorodney3960 11 месяцев назад

    Hello! How volume sample is needed for measure one cytokine (in one membrane's well)?

    • @RayBiotech
      @RayBiotech 11 месяцев назад

      Hello! The number of cytokines measured depends on the array. Antibody spots are evenly printed on the membrane. The number of measured targets can range from 5 - 507. The experimental run volume for membrane arrays is 1mL per sample. We recommend a dilution factor of at least 2-fold. This leaves you with a maximum volume requirement of 500uL per sample.

  • @j.larrycampbell8195
    @j.larrycampbell8195 11 месяцев назад

    Thank you very much, @RayBiotech, for providing this excellent description of PCA!

  • @dinahlachama7808
    @dinahlachama7808 Год назад

    Thank you so much for this!

  • @mobeenshaik9164
    @mobeenshaik9164 Год назад

    Nice

  • @risausa4796
    @risausa4796 Год назад

    Thanks for this video.

  • @nextagro
    @nextagro Год назад

    Shouldn't it have done in a sterile conditions under a laminar flow?

    • @RayBiotech
      @RayBiotech Год назад

      Whether you need a laminar flow hood for your ELISA experiment depends on various factors. ELISA involves handling sensitive samples and requires aseptic conditions to prevent contamination. If you're working with infectious agents, cell cultures, or potentially hazardous substances, a laminar flow hood is essential to maintain a sterile environment and protect both the experiment and the researcher. Additionally, a laminar flow hood aids in preventing cross-contamination between samples and ensures accurate results. However, if your ELISA experiment involves only non-infectious and non-hazardous materials, a well-maintained and clean laboratory bench typically suffices. This video assumes a well maintained and clean laboratory environment is used to run the experiment and does not demonstrate handling infectious material. Ultimately, the decision should consider the experiment's complexity, potential risks, and adherence to best laboratory practices.

  • @408_mohitpanchal2
    @408_mohitpanchal2 Год назад

    Is it direct or indirect or compittive or sandwich elisa? pleasetell me.

    • @RayBiotech
      @RayBiotech Год назад

      This is a sandwich ELISA. We offer a large catalog of other ELISA types on our webpage. We don't have video content for them yet.

  • @nikitaslittlelife
    @nikitaslittlelife Год назад

    Use mic please

    • @RayBiotech
      @RayBiotech Год назад

      We admit our microphone could be better. Thank you for bearing with us as we pilot this project. Did you find the visuals and subtitles helpful? We are open to hearing what more we could do to help demonstrate this technique. Feel free to email info@raybiotech.com for more video requests.

  • @eramfatima7619
    @eramfatima7619 Год назад

    Why can't we pippette out the liquid? Why to we have to dab it onto tissue paper?

    • @RayBiotech
      @RayBiotech Год назад

      Pipette washing is a common practice and a widely acceptabled way to remove liquid. Many labs will use a clean pipette tip hooked up to a vacuum to suction out liquid. When doing so, please tilt the plate at an angle and be careful not to scrape the bottom of the well with the pipette tip. It's best if an experienced team member demonstrates this technique prior to a new user attempting it for the first time. If this is not possible, then it is best to blot on tissue paper to ensure all liquid is removed. The goal is to remove all liquid while maintaining the integrity of each well during the removal step.

  • @alicemalveira594
    @alicemalveira594 Год назад

    Not easy

    • @RayBiotech
      @RayBiotech Год назад

      What kind of additional information or demonstration do you think would make it easier?

  • @christiann8036
    @christiann8036 Год назад

    Does RayBioTeach provide a software for analysis of the array in determining the darkness of each spot, or will a software like imagej be suffice for that operation.

    • @RayBiotech
      @RayBiotech Год назад

      There are two free densitometry softwares available to use with the image files produced from scanning (L-Series or C-series) Image-J: imagej.nih.gov/ij/index.html Image Studio Lite: www.licor.com/bio/products/software/image_studio_lite/ We provide an excel analysis tool that helps analyze the data once it's extracted. Check out the documents tab on this kit -> www.raybiotech.com/human-cytokine-array-c5-aah-cyt-5

  • @MrFunkyWarrior
    @MrFunkyWarrior Год назад

    You cannot confirm a null hypothesis

  • @jayashreelaxmekuppuswami8600

    How does it compare to western blotting????

    • @RayBiotech
      @RayBiotech Год назад

      Both ELISA and Western blot use antibodies to detect proteins. ELISAs require an antibody pair where both antibodies detect the target protein to provide a signal. A western separates proteins by size and uses one antibody to detect the protein and another antibody to detect that antibody. The ELISA and IQELISA technique uses a 96-well platform that is typically more user friendly and allows more sample throughput per experiment. Additionally, quantitative data can be obtained on a routine basis with ELISA and IQELISA whereas with the western blot it can be more demanding.

  • @kfyra5
    @kfyra5 Год назад

    So fun!!!

  • @lizlit3191
    @lizlit3191 Год назад

    I love this!!!😎❤️

  • @Sobchak2
    @Sobchak2 Год назад

    One of the clearest explanations on this subject, well done!

  • @anonymousentity5106
    @anonymousentity5106 Год назад

    Thanks! This is amazing!

  • @kuajaymie4304
    @kuajaymie4304 Год назад

    Can we touch the well when pipetting?

    • @RayBiotech
      @RayBiotech Год назад

      You may touch the ends of the well strips and the sides of the plate with gloved hands. To maintain a sterile working solution avoid touching the individual wells, even if you have gloves on. You can run liquid down the sides of the wells with a sterile pipette tip.

    • @408_mohitpanchal2
      @408_mohitpanchal2 Год назад

      @@RayBiotech Is it direct or indirect or compittive or sandwich elisa? pleasetell me.

    • @SittichaiAaron
      @SittichaiAaron Год назад

      @@408_mohitpanchal2 sandwich elisa

  • @arleneschuster6884
    @arleneschuster6884 Год назад

    ρгό𝔪σŞm 😑

  • @leolei9352
    @leolei9352 2 года назад

    Thanks for clear explanation

  • @vaibhav_uk
    @vaibhav_uk 2 года назад

    I THINK U NEED TO REVIEW YOUR P-VALUE DEFINITION

    • @alecambo
      @alecambo Год назад

      In think YOU are the one who needs to review the p-value definition

    • @andrewkobasko1672
      @andrewkobasko1672 Год назад

      @@alecambo well said

    • @sunnyyoda
      @sunnyyoda 21 день назад

      I think you are very rude and contribute absolutely nothing to this topic, and this video was perfectly done. She did an excellent job by explaining the concepts clearly

    • @vaibhav_uk
      @vaibhav_uk 21 день назад

      @@sunnyyoda this discussion is above your pay grade. if u don't understand stat, its fine but just don't go around commenting on issues whose fundamentals you are not aware of

  • @andrewramos1542
    @andrewramos1542 2 года назад

    𝚙𝚛𝚘𝚖𝚘𝚜𝚖 🏃

  • @uybungcojandericks.6225
    @uybungcojandericks.6225 2 года назад

    complicated

  • @suhasjadhav1610
    @suhasjadhav1610 2 года назад

    It is one of the most intuitive and crystal clear explanation of PCA concept in less than 10 minutes.

  • @tafarabute1483
    @tafarabute1483 2 года назад

    Good explanation

  • @hollyhammond904
    @hollyhammond904 2 года назад

    Hey could anyone help?? Ive just tested today as i was feeling awful last night (chills throwing up) and its got a faint line.. does this still count as positive??

    • @ruialexandre6197
      @ruialexandre6197 2 года назад

      Read the instructions. Faint line, no matter how faint, means positive . Speedy recovery.

  • @zenaidaesplana7862
    @zenaidaesplana7862 2 года назад

    What if positive and negative result how is that

  • @aar0nbyrn340
    @aar0nbyrn340 2 года назад

    CAN ANYONE HELP? i’ve had a positive test about a week ago, and i did a test today to see if i still have it, and it is the faintestttt line possible, does this still count as positive? it is barely visible

  • @grityin
    @grityin 3 года назад

    There is a chance of there being false negative due to testing to early or late. To prevent this, look at the right side at 2:31. If your test looks like this and ends up being negative after 30 mins, you have COVID 19.

  • @questieee
    @questieee 3 года назад

    I... got detected as pozitive.....

  • @liammartin3078
    @liammartin3078 3 года назад

    Oh man so i already get a swab test with my mom my result is negative not positive because i'm am not detected to covid 19 virus

  • @vpl4796
    @vpl4796 3 года назад

    Does it shows positive result for igG and igM after vaccinated?

  • @jonartuin332
    @jonartuin332 3 года назад

    Weakly positive in IgM wat is mean?

    • @NETWizzJbirk
      @NETWizzJbirk 3 года назад

      Means you are positive for active or recent COVID infection or had a tremendous response to the vaccine. Most folks are IgG only positive after vaccine or infection given time.