{"id":75,"date":"2025-07-26T02:47:51","date_gmt":"2025-07-26T02:47:51","guid":{"rendered":"https:\/\/telemedicine.medicmind.tech\/medicmind\/?page_id=75"},"modified":"2025-07-28T03:21:56","modified_gmt":"2025-07-28T03:21:56","slug":"tutorial","status":"publish","type":"page","link":"https:\/\/www.medicmind.tech\/medicmind\/tutorial\/","title":{"rendered":"Tutorial"},"content":{"rendered":"\n<div class=\"wp-block-cover\" style=\"min-height:266px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-contrast-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-x-large-font-size\">Getting Started Tutorial<\/p>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size\">Learn how you can create your own deep learning convolutional neural network here<\/p>\n\n\n\n<div class=\"wp-block-cover is-light\" style=\"min-height:385px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-base-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-medium-font-size\"><strong>Deep Learning <\/strong><br>Deep learning is part of a broader family of machine learning methods based on artificial neural networks<br><br>Learning can be supervised, semi-supervised or unsupervised<br><br>Most of what you will be doing here with MedicMind is supervised and semi-supervised learning<br><br>We highly recommend you download a copy of the user manual below&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/storage.googleapis.com\/production-ipage-v1-0-8\/648\/283648\/Kw5K1eyi\/5d747468b47d47b3bf5b27dbbeafa74d?fileName=MedicMind%20User%20Instruction%20Manual%20Sept%202018.pdf\">User Manual<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"946\" height=\"1024\" src=\"https:\/\/telemedicine.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/x-946x1024.jpg\" alt=\"\" class=\"wp-image-88 size-full\" srcset=\"https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/x-946x1024.jpg 946w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/x-277x300.jpg 277w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/x-768x832.jpg 768w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/x.jpg 1000w\" sizes=\"auto, (max-width: 946px) 100vw, 946px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"has-x-large-font-size\">Getting Started<\/p>\n\n\n\n<p class=\"has-medium-font-size\">First go to the MedicMind URL at https:\/\/ai.medicmind.tech<br><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-medium-font-size\">Then login or create an account.&nbsp;<br><br>If you do not have an account, click on &#8220;Get Started&#8221;.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/ai.medicmind.tech\">Sign In<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\" style=\"grid-template-columns:auto 59%\"><div class=\"wp-block-media-text__content\">\n<p class=\"has-x-large-font-size\">Setting Up An Account<\/p>\n\n\n\n<p class=\"has-medium-font-size\">You can choose your login name and create an account filling in the prompt and text boxes within the page or pop-up link<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-medium-font-size\">Once the information is completed, you can click &#8220;Create account&#8221;<\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"828\" src=\"https:\/\/telemedicine.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/y.jpg\" alt=\"\" class=\"wp-image-90 size-full\" srcset=\"https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/y.jpg 1000w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/y-300x248.jpg 300w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/y-768x636.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile is-image-fill-element\" style=\"grid-template-columns:48% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"528\" src=\"https:\/\/telemedicine.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/p.png\" alt=\"\" class=\"wp-image-92 size-full\" style=\"object-position:0% 50%\" srcset=\"https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/p.png 1000w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/p-300x158.png 300w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/p-768x406.png 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"has-x-large-font-size\">Demo Classifier<\/p>\n\n\n\n<p class=\"has-medium-font-size\">After logging in the classifier page allows you to create a new classifier or use an existing &#8216;Diabetic Macular Oedema&#8217; demo<br><br>This demo cannot be modified but can be used for evaluation<br><br>To test an image for Oedema click on the &#8216;Diabetic Macular Oedema&#8217; folder and an evaluate folder is displayed on the right<br><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-medium-font-size\">Click on the &#8216;evaluate&#8217; the classifier and upload your own Oedema image to get an Oedema score<br><br>Refer to step evaluate section for more information<br><br>The graphs at the bottom show accuracy, specificity, sensitivity and loss vs training time and will be discussed further in step evaluate<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Getting Started<\/h2>\n\n\n\n<p class=\"has-medium-font-size\">Step 1<\/p>\n\n\n\n<p class=\"has-medium-font-size\">From creating account to trialing your demo neural network.&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Part 1 MedicMind Develop your AI (Getting Started)\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/9xJJmcSv798?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile is-image-fill-element\" style=\"grid-template-columns:49% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"685\" src=\"https:\/\/telemedicine.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/z.jpg\" alt=\"\" class=\"wp-image-100 size-full\" style=\"object-position:50% 50%\" srcset=\"https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/z.jpg 1000w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/z-300x206.jpg 300w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/z-768x526.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"has-x-large-font-size\">Selecting the Type of Classifier<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Medicmind has three types of classifiers:<br><br>1. Grading classifier<br>2. Labeled classifier<br>3. Multi class classifier<br><br>When deciding on which classifier to use, ask yourself the following question &#8211;&nbsp;Are you classifying by type or by amount?<br><br>Classifying by class: whether an image is a dog or cat is classifying by type and is known as classifying by class<br><br>Classifying by amount\/grade: how full a glass of water is, or the level of haemoglobin in a patients face or retinal grade<br><br>When classifying by class use the multiclass classifier. When classifying by grade choose between the grading classifier or labeled classifier.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Using the graded classifier<\/h2>\n\n\n\n<p>Part 2<\/p>\n\n\n\n<p class=\"has-medium-font-size\">By default the grading classifier has two grades, positive and negative. More can be added as required. For example a medium grade can be created with a value of 0.5. To add more grades so such as &#8216;normal&#8217;, &#8216;medium&#8217; or &#8216;high&#8217; click on &#8216;Add new bin&#8217; Enter the bin name such as &#8216;medium&#8217; and enter the value of the bin and then click &#8216;create bin&#8217;. Change the names of the existing bins, such as changing &#8216;negative&#8217; to &#8216;low&#8217;, by clicking on the bin. In the page above the grade &#8216;negative&#8217; can be changed to &#8216;low&#8217; in the rename box. It can also be used to change the value of the bin too. Click the &#8216;rename&#8217; button.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Part 2 MedicMind Using the Graded Classifier\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/ukT671xClrE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Part 3 MedicMind Using the Multilabel classifier\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/TF-oflWBbjI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Labeled classifier<\/h2>\n\n\n\n<p>Part 3<\/p>\n\n\n\n<p class=\"has-medium-font-size\">The second type of classifier is the labeled classifier. Instead of dragging images into grades of different values, there is a single directory of images with a CSV file or text file containing the grade of each image. Create a labeled classifier by clicking on &#8216;Create Labeled classifier&#8217; on the classifier page. To upload a dataset a zip file with multiple images with a text file listing an amount for each image can be uploaded. The images can also be dragged individually and add a CSV file added separately. Click on the &#8216;images&#8217; icon to upload images. For more information on data sets for labeled classifiers go to Step 3. Once 100 images have been uploaded click on &#8216;run classifier&#8217; like in the grading classifier to begin training.&nbsp;<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-style-default is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:400px\">\n<h2 class=\"wp-block-heading\">Multiclass classifier<\/h2>\n\n\n\n<p>Part 4<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Part 4 MedicMind Using the Multiclass Classifier\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/mIN3C32aMcw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Part 5 MedicMind Using the Yolo (You Only Look Once)\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/kQI1PYHxcYg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h2 class=\"wp-block-heading\">YOLO (You Only Look Once)<\/h2>\n\n\n\n<p>Part 5<\/p>\n\n\n\n<p class=\"has-medium-font-size\">A real-time object detection system.&nbsp;<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-cover is-light\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" class=\"wp-block-cover__image-background wp-image-17 size-large\" alt=\"\" src=\"https:\/\/telemedicine.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/background-1024x576.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/background-1024x576.jpg 1024w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/background-300x169.jpg 300w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/background-768x432.jpg 768w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/background-1536x864.jpg 1536w, https:\/\/www.medicmind.tech\/medicmind\/wp-content\/uploads\/2025\/07\/background.jpg 1959w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\" style=\"background-color:#939898\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-large-font-size\"><\/p>\n\n\n\n<div class=\"wp-block-cover aligncenter is-light wp-duotone-111111-ffffff-1\" style=\"border-width:22px;border-radius:0px;margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0;min-height:247px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-base-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-container-core-cover-is-layout-5b71b291 wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-x-large-font-size\">User Manual and Instruction<\/p>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size\">Learn more about MedicMind deep learning convolutional network<br><br>Download the manual now<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/storage.googleapis.com\/production-ipage-v1-0-8\/648\/283648\/Kw5K1eyi\/27b67716952348bdb796de38a85ae5b9?fileName=MedicMind%20User%20Instruction%20Manual%20Sept%202018.pdf\">Read More<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Getting Started Step 1 From creating account to trialing your demo neural network.&nbsp; Selecting the Type of Classifier Medicmind has three types of classifiers: 1. Grading classifier2. Labeled classifier3. Multi class classifier When deciding on which classifier to use, ask yourself the following question &#8211;&nbsp;Are you classifying by type or by amount? Classifying by class: [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-75","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.medicmind.tech\/medicmind\/wp-json\/wp\/v2\/pages\/75","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.medicmind.tech\/medicmind\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.medicmind.tech\/medicmind\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.medicmind.tech\/medicmind\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.medicmind.tech\/medicmind\/wp-json\/wp\/v2\/comments?post=75"}],"version-history":[{"count":13,"href":"https:\/\/www.medicmind.tech\/medicmind\/wp-json\/wp\/v2\/pages\/75\/revisions"}],"predecessor-version":[{"id":128,"href":"https:\/\/www.medicmind.tech\/medicmind\/wp-json\/wp\/v2\/pages\/75\/revisions\/128"}],"wp:attachment":[{"href":"https:\/\/www.medicmind.tech\/medicmind\/wp-json\/wp\/v2\/media?parent=75"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}