Ghanaian teenager, who taught himself software programming, has designed a predictive analytics model using artificial intelligence to diagnose breast cancer.

19-year old Mustapha Diyanol Haqq from Kumasi drew inspiration from “seeing how the big tech companies used innovation to solve some of the world’s biggest problems.”

He subsequently decided to learn to code. “I looked online for any free courses that could help me develop coding skills and completed as many as I could,” he told SAP News.

Mustapha’s predictive model can tell if a breast cancer tumour is Malignant (Cancerous) or Benign (Not Cancerous). It can also predict if malignant cancer would reoccur over a period of time.

The model was tested “using breast cancer datasets containing over 500 samples of malignant and benign tumour cells available on the machine learning repository maintained by the University of California, Irvine,” according to Tech TV Africa.

Recounting how access to the internet was a problem for him, Mustapha said: “We don’t have a good Internet connection where we live, so I had to walk kilometres to an Internet café where I could access free online coding courses.

“Internet access is expensive, but thanks to the generous support of my parents – who made some sacrifices to give me a chance to complete a few online courses – I built sufficient coding skills to start developing solutions to some of the problems affecting our community.”

Mustapha Diyanol Haqq. Pic Credit: Instagram

His parents have been very instrumental in his success because they’ve had to make sacrifices to enable him to afford the internet charges while he learned to code.

“Our continent does not enjoy the fixed-line infrastructure of our more developed peers, and mobile Internet can be expensive. For me to afford the Internet cafes where I learned to code, my parents had to make sacrifices. Global companies can play an invaluable support role by investing in providing Internet access to our communities to support us as we get ready for a digital future,” he added.

Young Mustapha hopes his model will help women across Africa. “I used my knowledge of coding and machine learning to develop a model for diagnosing breast cancer, which I hope to release freely to communities across Africa.”

The self-taught inventor is not only interested in developing models for detecting breast cancer but also intends to tackle the problems of hunger and food security in Africa.

“Africa relies heavily on smallholder farmers to meet its food production needs. However, much of the produce from farms are spoilt before it reaches the markets in the cities. I’m currently working on a machine learning and AI model that can help reduce post-harvest losses and ensure the work our farmers do translates into food security for our communities.”

Pic Credit: Africa.com

Mustapha recently became Youth Ambassador for Africa Code Week 2019, an annual, continent-wide digital literacy programme that has engaged over 4.1 million youth in 37 African countries since 2015.

“Being appointed Youth Ambassador for ACW 2019 is a dream come true and a unique opportunity to inspire change on a global platform, encouraging young talent across the continent to learn digital skills and code the change they want to see in their community,” he said.

According to Claire Gillissen-Duval, Director of EMEA Corporate Social Responsibility and Africa Code Week Global Lead at SAP, “Mustapha overcame major challenges, and his amazing journey has the power to inspire many. As a young innovator and change-maker, his mentorship and guidance will be crucial as we strive to empower an entire generation and strengthen teaching capacity in ICT education among African communities.”

Mustapha is, at the moment, an instructor for Ghana Code Club. Along with some friends, they have established coding clubs in several communities, where they teach both kids and adults to code.

The young inventor believes that his innovation if modified, could be used by doctors globally to diagnose breast cancer.

View this post on Instagram

INTRODUCING OBJECT AI; an object recognition app. Meet the second team. It's an all boy team. This group built an app that uses Artificial Intelligence (Computer Vision) to recognize any given object. The goal is to help people with vision problems identify objects around them easily to avoid casualties ( your question, how can a vision impaired person use this app, that's where the UX lessons helped). The app allows you to take a photo, then it recognizes the object in the photo, then pronounces the name of the object in a human voice(Speech Synthesis). As part of enhancing the user experience of the app, they added a cool feature, you shake your phone and it translates the name of the object to a different language. Isn't this super cooool?!!! We're gradually transforming Ghana, the once called Gold Coast to Tech Coast. Where local talents will be harnessed for the growth of our country and continent at large. The app will soon be available on the Google Playstore.

A post shared by Black Architect (@diyaolhaqq) on

Source: Face2Face Africa

865 thoughts on “19-year-old self-taught Ghanaian programmer creates a system to predict and diagnose breast cancer

  1. Pingback: 3religious
  2. Pingback: 1travers
  3. Pingback: 3abyssinian
  4. Pingback: help tutor
  5. Pingback: uga dissertation
  6. Pingback: writing papers
  7. Pingback: best casino online
  8. Pingback: avira phantom vpn
  9. Pingback: buy vpn account
  10. Pingback: avast vpn review
  11. Pingback: dating online
  12. Pingback: senior dating
  13. Pingback: woman dating sites
  14. cialis 5 mg Crafted by hand in Madrid, Spain, each of the dildos in the Pride Collection is unique, sporting sleek black shafts, curved bodies for g-spot stimulation, and rounded bases perfect for strap-on or anal play

  15. cialis order online Luckily, the past couple of decades have opened the door for treatments such as generic cialis online that not only help with sexual performance, but also build on the spontaneity and connection couples would like to enjoy together

  16. Pingback: gay chat phone
  17. Pingback: gay geek chat
  18. Pingback: gay phont chat
  19. priligy walmart Lushniak served as Acting Surgeon General from July 2013 to December 2014 and was responsible for the release of the 50th Anniversary Surgeon General s Report on Smoking and Health and the first ever Surgeon General s Call to Action to Prevent Skin Cancer

  20. Then I thought, thus I pictured it to myself there is a wooden house here to the right, this I still remembered, to the left there were some additional ones safe cialis online Suitable carrier materials include but are not limited to a partially depolymerized alphacellulose carrier such as microcrystalline cellulose e

  21. rifapentine will decrease the level or effect of armodafinil by affecting hepatic intestinal enzyme CYP3A4 metabolism lasix for cats Most of these trials, incidentally, were stopped early and the aromatase inhibitors offered to all patients, as their superiority was judged, by independent reviewers, so great that it would be unethical to keep the control patients on tamoxifen

  22. This result underlines the need for economic studies that can obtain reliable data from primary sources on the true resource costs of cancer control interventions in developing countries lasix definition

  23. Hoda Kotb at the Breast Cancer Research Foundation s 2012 Hot Pink Party at the Waldorf Astoria New York on April 30, 2012 lasix for swelling Single oral doses of sildenafil up to 100 mg in healthy volunteers produced no clinically relevant effects on ECG 11, 12, 13, 14, 15, 16, 8, 9

  24. Pingback: write my paper co
  25. Pingback: buy cheap paper
  26. Мит 4: С тази риза ще изглеждате по-слаби.

    8 лесни и естествени начина за отслабване
    5 начина да изглеждате и да се
    чувствате по-добре за по-малко от две седмици
    Факт е, че мъжете и жените реагират по различен начин на отслабването.
    Проучването показва също, че когато правите
    упражнения по едно и също време всеки ден
    и не си позволявате да се отклонявате от пътя, можете не
    само да отслабнете, но и да задържите теглото си.

    “Когато отслабваме, може да се отървем от мастните клетки, но мастните клетки, които остават, ще бъдат по-малки и ще имат различен метаболитен състав”, казва Анабел Найт, д-р,
    MPH.
    Важно е да запомните, че един размер не е подходящ
    за всички, когато става въпрос за това как тялото ви реагира на отслабването.

    Например, ако сте били тип
    “кльощав дебелак”, отслабването ще
    ви даде малко повече дефиниция и може да създаде впечатление за по-тънка рамка.
    За някой, който има тип тяло, базиран на теглото, може да е по-лесно да отслабне, като свали телесните мазнини.

    “Ако просто търсите по-тънка фигура, може да откриете, че упражненията не допринасят много и че ще отслабнете повече просто като се храните добре и обръщате внимание на размера на порциите си”, казва Найт.

    “Ако се опитвате да намалите корема си, всъщност може да е по-добре за вас да работите за намаляване на тази област”,
    казва Найт. “В зависимост от типа на тялото ви, препоръчваме това да стане или с упражнения, или чрез диета (или комбинация от двете).”
    Мит 5: Упражненията са вредни за тялото ви.

    3 начина за намаляване на коремните мазнини само
    за 3 месеца
    Мит 6: Трябва да продължите да пиете вода на всяка цена.

    Ключът е да пиете вода през целия ден, а не на
    огромни глътки – съществува мит, че
    пиенето на вода утолява апетита.
    Обратното е вярно.
    “Ако пиете много вода, вероятно пиете и много калории, които ви помагат да останете сити”,
    казва Бейсингър.
    Вместо да пиете големи чаши вода или висококалорични напитки,
    за да предотвратите глада, контролирайте приема на калории с малки количества през целия
    ден.
    Също така не е необходимо да пиете повече от
    един галон вода

    Here is my webpage: reduslim таблетки

  27. 39,665 indian first night videos village fucking nepali
    FREE videos found on XVIDEOS for this search.
    Hot Babe Indian desi couple enjoys first night fucking sex video 2 min. 2 min Desi-Soniya 4.5M Views 1440p.
    NRI PUNJABI COUPLE FUCKING IN FIVE STAR HOTEL ON WEDDING
    FIRST NIGHT HINDI AUDIO SUHAGRAAT 8 min. 8 min Mohini Madhav 807.3k.

  28. We modulated the expression of ROR2 in human breast cancer cells and characterized their gene and protein expression by RNA Seq, qRT PCR, immunoblots and reverse phase protein array RPPA combined with network analyses to understand the molecular basis of ROR2 signaling in breast cancer buy stromectol pills for scabies Even if genetic counseling sessions are not required, it s a good idea to ask for them

  29. Recently a YAC apo a transgenic rabbit was developed using the same construct used to generate one of the mice lines buy priligy online It is useless to ask a seriously injured person if he has high cholesterol and about the level of his blood sugars, he said

  30. 此时庄家会下注,下注金额为玩家所下底注的2倍,玩家可以选择盖牌(放弃已下的底注与红利下注,并放弃这局比赛)或跟注(跟庄家下注相同金额)。如果有玩家跟注,庄家就要再发下2张公用牌,持有最佳5张牌组的玩家赢得底池。 在学习如何玩德州扑克时,有六个要点需要考虑: 王者荣耀如何获得好的皮肤(王者荣耀获得好的皮肤方法) 牌局开始时,玩家必须先下底注,也可以选择是否进行红利下注。红利下注仅对第1手五张牌组有效。如果您获得一对A以上牌组,并决定跟注,则您将赢得红利下注,按照红利下注奖金表获得奖金。底注与红利下注的赔率,依玩家获胜牌组而有所不同: 大发体育,亚洲领先的专业电竞体育赛事预测平台。 https://newmembers.alaaalhasan.com/community/profile/carltonmacdonne/ 麻将明星三缺一曾志伟版是麻将明星三缺一曾志伟代言的版本,玩家可以在游戏中领取到各种的真实的礼包奖励,还有各种的道具也是可以免费获得并且使用的而,比如说游戏中的…   明星三缺一沿袭招牌桌面视角,颠覆了以往2D传统的手法,模拟以真实打麻将的角度,营造出 「玩家是真的坐在牌桌上和其他三家打牌」的紧张、刺激感。而在牌桌及背景方面,这次更融合了音乐也会有不同的变化,随着播放不同国度的音乐、场景、牌桌也都会变出当地的特色感觉,这可是前所未有的感受呢!   游戏中有着诸多香港明星的元素,玩家可选择自己喜爱的明星形象展开游戏,同时游戏在玩法上采用了四川麻将制作而来,其玩法丰富多彩,并提供了许多具有趣味性的道具,并伴随着诸多风趣幽默的游戏内容,喜欢的玩家还是亲自体验下吧。

  31. I was very pleased to find this page. I wanted to thank
    you for ones time due to this wonderful read!!
    I definitely liked every little bit of it and i also have you
    saved to fav to see new stuff in your web site.

    Also visit my web blog :: слив клуба леонида малолетова
    (http://www.pinterest.com)

  32. Diotec solution may increase the amount of urine or cause you to urinate more often when you first start taking it best generic cialis Changes in blood pressure must be carefully monitored when Akoset is used with other antihypertensive drugs, especially during initial therapy

  33. Tamoxifen has been shown to activate mitogen activated protein kinase MAPK in an ERО± independent manner; therefore, we investigated its effects on the MAPK mediated non canonical activation of EphA2, a critical event regulating cell migration microdosing viagra

  34. Pingback: 3findings
  35. Pingback: 3sexuality
  36. buy priligy online Sarah Hewlett, Celia Almeida, Nicholas Ambler, Peter S Blair, Ernest Choy, Emma Dures, Alison Hammond, William Hollingworth, Bryar Kadir, John Kirwan, Zoe Plummer, Clive Rooke, Joanna Thorn, Nicholas Turner, and Jonathan Pollock

  37. It binds to 23S rRNA of the 50S ribosomal subunit and prevents formation of 70S complex, which initiates bacterial protein synthesis п»їcialis Even if all the six countries are opposed at the Improve Men Persistence dealing with erectile dysfunction problems same time, the late emperor southflaortho

  38. Comparison of our data with SART data fresh embryo transfers from nondonor oocyte in vitro fertilization embryo transfer cycles in infertile couples age 35 to 37 years indicated similar live birth rates Table 2 clomid reviews Extend her cycle to at least 26 days instead of her typical 24- day cycle

  39. Zhang Dongning was stunned, It turns out that more than does lasix cause erectile dysfunction one group in the company is engaged in photoresist research Luo Jia laughed, How is it possible, according to our Star Technology is style of play, as long as we does lasix cause erectile dysfunction focus on a project, we will immediately overwhelm all technical forces This time, in addition to your sensitizer research team, we also There are six other chemical materials groups, the semiconductor department, and the does lasix cause erectile dysfunction optics department, which will also send expert groups to collaborate nausea from doxycycline

  40. Doctors travel from around the world to train with us they appreciate our groundbreaking research and impact on eye care buying generic cialis online safe viagra para que esta indicado la ivermectina Analysts say Dell has had to aggressively cut prices to win over enterprise customers nervous about long term contracts with a company in the middle of a complicated restructuring, and must compete in enterprise services with better established rivals like Hewlett Packard Co and IBM

  41. Pingback: online coursework
  42. Pingback: Anonymous
  43. Pingback: coursework papers
  44. Pingback: coursework master
  45. Pingback: coursework help
  46. Pingback: coursework service
  47. Pingback: coursework help uk
  48. Get warning information here. Read now.
    ivermectin rx
    drug information and news for professionals and consumers. п»їMedicament prescribing information.

  49. earch our drug database. What side effects can this medication cause?
    [url=https://stromectolst.com/#]stromectol drug[/url]
    Actual trends of drug. Everything about medicine.

  50. Long-Term Effects. п»їMedicament prescribing information.
    can you get nexium
    Some are medicines that help people when doctors prescribe. Comprehensive side effect and adverse reaction information.

  51. Pingback: freetalk45
  52. Pingback: personals women
  53. Pingback: meet woman
  54. Pingback: find my dating
  55. Pingback: sex dating site
  56. Pingback: dating free sites
  57. Pingback: naked dating
  58. What side effects can this medication cause? Prescription Drug Information, Interactions & Side.
    https://mobic.store/# buy cheap mobic for sale
    Read information now. Learn about the side effects, dosages, and interactions.

  59. LPS, lipopolysaccharide; ALI, acute lung injury; NV, non ventilated animals; RL, Ringer s lactate; ALB, albumin; ECHO, echocardiography; dIVC, distensibility index of the inferior vena cava; MAP, mean arterial pressure; V T, tidal volume; PEEP, positive end expiratory pressure; RR, respiratory rate; FiO 2, fraction of inspired oxygen; US, ultrasound; BGA, blood gas analysis reviews of clomid

  60. betapace doxycycline stada 100mg Many analysts expect the U efectos de kamagra As the number of Makul rebels gradually increased, they had begun to attack Recto, but as their power increased, a leadership struggle began within the rebels, There is a low bush in the center of Magic Chen, and what fruits help lower blood pressure the huge silver dragon egg is placed on the top of the bush

  61. Comprehensive side effect and adverse reaction information. Learn about the side effects, dosages, and interactions. https://amoxicillins.online/ amoxicillin 500 capsule
    Medscape Drugs & Diseases. Prescription Drug Information, Interactions & Side.

  62. clomid twins Machado Vieira, 2008 4 Non Profit 18681754 Moderate 22 39 180 of patients randomized not included in results censored due to discontinuance, unclear how this group compares to general population

  63. Definitive journal of drugs and therapeutics. Generic Name.
    top rated ed pills
    Prescription Drug Information, Interactions & Side. Learn about the side effects, dosages, and interactions.

  64. Learn about the side effects, dosages, and interactions. Commonly Used Drugs Charts.
    https://canadianfast.com/# prescription drugs online without doctor
    Prescription Drug Information, Interactions & Side. Everything what you want to know about pills.

  65. chlorpromazine apakah salep ketoconazole aman untuk ibu hamil The team was able to date sediments at the site using a technique called Optically Stimulated Luminesce, which determines how long ago sand grains were exposed to sunlight buy cialis pills

  66. Asking questions are in fact fastidious thing if you are not understanding anything
    totally, but this paragraph offers good understanding even.