Design

client for visual recognition of medical reports using artifical intelligence

competes: haut.ai

interacts: with users, AI API

constitutes: a web application and a mobile application for ios

includes: database for pictures and reports, UI, UI state storage

target audience: patients, members of hospitals, students

mission: ??? make experts' knowledges accessible for those doctors wno can't have/afford it

competetive analysis existing products:

https://www.eyenuk.com/en/products/eyeart/
https://www.digitaldiagnostics.com/products/eye-disease/idx-dr-eu/
https://ocuscreen.ru

stakeholder: Digital Vision Solutions LLC, Norcivilan Labs

questions for stakeholder:

what is the main purpose/mission of the product?
- NL: create portfolio to sell services of building tauri apps
- DVS: sell neural network services
what are the indicators of estimating the purpose?
- NL: there is a section on norcivilianlabs.org website with screenshots and link to published iOS and Android apps, and to a blog about development story, and to positive review from DVS
- DVS: there is a iOS app in AppStore that registers new users, takes pictures, shows reports from the neural network and leads users to buy more services from DVS
what problems will the product solve for users?
- analysing retina scans without a doctor
how must a final product look like?
- iOS app in AppStore
what is the timing?
- spring 2024
what is a marketing strategy?
- DVS: promotion at conferences
- NL: promotion on forums as early tauri public project
why this time (now) is the most appropriate for the development of this product?
- market still has space for competition, team already has time and expertise to complete the job
do we need 2 options - registration for doctors and patients?
- no, only one registration. But in registration screen you can choose who you are. we can add label telling "choose other in Professions if you are a patient"
is it advisable for patients to communicate through chat with doctors?
- no, no chat for now, if DVS has no chat. right now this is a simple tool, not a service. patients can communicate with doctors in real life and discuss the reports.
we need a history of a single patient to make possible the investigation of changes by doctors
- we need history. and we need some labels or categories for reports, to say which reports in the history belong to Bob.
do the company have a history of the idea of creation this product? (example with competetives where is a heartbreaking story about sick dad who couldn't make an appointment for diagnostics because of queue)
- question to DVS: How did you create the idea for this product? where did you encounter the problem of access to healthcare? why did you decide to solve it with this app?
what are the advantages of Retina over competitors?
- cheaper than eyenuk, has mobile app, has access to developing market
what is the purpose of existing Dekstop App Retina?
- purpose is to use the neural network and evaluate results. question to DVS: how many unique users in web app retina? how many unique users in desktop app retina? Who are these users?

patterns: MVC

android screens

login screen
- logo
- email input
- password input
- forgotten password link
- login button
- signup button
signup screen
- email input
- password input
- city input
- country dropdown
- name input
- surname input
- patronim input
- occupation dropdown
- promocode input
- signup button
menu screen
- profile button
- review button
- retinopathy button
- OKT button
profile screen
- name
- about me
  - country
  - city
  - email
- occupation
  - position
  - organization
- exit button
review screen
- stars
- feedback form
  - star rating
  - textbox
  - submit button
- reviews list
  - card
    - stars
    - name
    - review
    - date
add detection menu screen
- open file
- take picture
- open demo picture
detections screen (portrait)
- exit button
- photos gallery
detection screen (landscape)
- (center) photo
  - view toggle (raw/processed)
  - left arrow button
  - right arrow button
- (right) recognitions, list
  - recognition card
    - circle with color
    - label
- (left) conclusions, list
  - conclusion card
    - label
    - status label (found/notfound)
  - chart card
    - label
    - chart
  - button link to full report

iOS screens

login screen
- logo
- email input
- password input
- forgotten password link
- submit button
- signup button
signup screen
- email input
- password input
- city input
- country dropdown
- name input
- surname input
- patronim input
- occupation dropdown
- promocode input
- submit button
category screen
- (top left) logout button to login screen
- (top right) profile button
- retinopathy category navigation item
- OKT category navigation item
retinopathy/OKT detail screen
- add from gallery button
- take picture button
- add demo button
- list of detections
- back button to menu screen
photo screen
- back button to detection screen
- (left) photo
  - (botton center) view toggle (raw/processed)
  - (top center) left arrow button
  - (top center) right arrow button
  - (right) report button (show/hide)
- (right) report sidebar
  - (top) tab panel
    - recognitions tab
    - conclusions tab
  - recognitions, list
    - recognition card
      - circle with color
      - label
  - conclusions, list
    - conclusion card
      - label
      - status label (found/notfound)
    - chart card
      - label
      - chart
    - button link to full report
profile screen
- name
- about me
  - country
  - city
  - email
- occupation
  - position
  - organization
- back button to menu

API

All contours have the same representation as a list of lists with integers and have the following form:

Processing of FUNDUS photos


POST https://functions.yandexcloud.net/d4e5t0njkd4f1mb9kh5l

Content-Type: text/plain

Accept: */*



{

  "token": "eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9.eyJlbWFpbCI6ImZldHNvcm5AZ21haWwuY29tIiwiaWF0IjoxNjI3MTMxMzgyfQ.CGQgvWOCcNBeo-AxTC1ApaJZZs1OKKEsM1ublnW679y4l78qjsebAtM1hD7Or5NrckZ29DwA8qmvZoJzjSfGrMJ3NrmnTHBVIx1EIx44IwZdJNPW6zXVrpTbyVL1gNyGrLS5FKVDh48lLANojMlg8zvOkQEMrgv440GG4LZubyj1APJ8m51Qm2uC_Nn0mgv-ooKoJHAQI8YCLDpCkXv2WMOVpMxgKOBX7iKknM8IYlh3oMNtIfxG5F4VeL_nYzIwIbbAZhtnvWJm-0bTbRhBk0FGDYYd2s8e2AZGPl5S7ZDU-RFU1Jau4czpUxt2dMuhve2acsVWnNxcKStU_M7bRZ6XJL9Nebme5-7iuejF8lpd2c1wBsecbTiF75b0GSagUJx3saeOumDlnGhQ-Y6Mo4dshfkPeAcMRhgo8l0-PJrh8LfbsrSjw2ywfpIE_k-kqV9PczIemFegMEcV_yHwN9iBqkD5900tXPA2nVpTQ_zeHb8rUkXf3jXh9WzUGHjkM1NMKv5L0SlQmcnLghv0qLCrqfGWrG0MJ6ZkTXZvi12kOcKCd88nJ8Li1RKVXE0pDNg7Mm5FoqIHDai_pO_bQjDusGMbp4PFamAHMgzuxqMD6tbs-oWhINID8ywnECMTnzHVzkegPz373x02dS0eMvf435YE_tT877M7fOy8L68",

    "image": ""

}


// POST https://functions.yandexcloud.net/d4e5t0njkd4f1mb9kh5l

// HTTP/1.1 401 Unauthorized

// Date: Fri, 23 Jun 2023 17:11:37 GMT

// Content-Length: 0

// Connection: keep-alive

// Access-Control-Allow-Origin: *

// Server: Yandex-Cloud-Functions/1.0

// X-Content-Type-Options: nosniff

// X-Function-Id: d4e5t0njkd4f1mb9kh5l

// X-Function-Version-Id: d4etbadc9vbndqjq61f8

// X-Request-Id: 4db12798-d24e-4062-9418-8777bdd7345a

// Request duration: 3.204405s

URL: https://functions.yandexcloud.net/d4e5t0njkd4f1mb9kh5l

Request headers:

Accept: /

Content-Type: text/plain

Request fields:

token — string — user token;

image — string - data URL images в webp format

Status 500 — server error

Response fields:

info — string — contains error description

Status 401 — authorization error

Status 200 — request processed successfully

Response fields:

exudates_in_macula — boolean — true — if there are exudates in the macula;

exudates_in_fovea — boolean — true — if there are hard exudates within a radius of 500 microns from the center of the macula (clinically significant macular edema);

height — int32 — image height;

width — int32 — image width;

image — string - data URL of image with preprocessing;

macula — list of float32 — list of macula parameters [x center, y center, diameter 500 microns from center in pixels, macula diameter in pixels, µm per pixel scale];

hard_exudates — list of int32 lists — outlines of hard exudates;

intraretinal_hemorrhages — list of int32 lists — contours of intraretinal hemorrhages;

soft_exudates — list of int32 lists — contours of soft exudates;

fibrose — list of int32 lists — fibrosis contours;

laser — list of int32 lists — contours of laser coagulates;

microaneurysms — list of int32 lists — contours of microaneurysms;

neovascularization — list of int32 lists — contours of neovascularization;

preretinal — list of int32 lists — contours of preretinal hemorrhages;

va — list of int32 lists — contours of venous anomalies.

Processing of OCT


POST https://functions.yandexcloud.net/d4e7i7f8odqn50mirlrm

Content-Type: text/plain

Accept: */*



{

  "token": "eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9.eyJlbWFpbCI6ImZldHNvcm5AZ21haWwuY29tIiwiaWF0IjoxNjI3MTMxMzgyfQ.CGQgvWOCcNBeo-AxTC1ApaJZZs1OKKEsM1ublnW679y4l78qjsebAtM1hD7Or5NrckZ29DwA8qmvZoJzjSfGrMJ3NrmnTHBVIx1EIx44IwZdJNPW6zXVrpTbyVL1gNyGrLS5FKVDh48lLANojMlg8zvOkQEMrgv440GG4LZubyj1APJ8m51Qm2uC_Nn0mgv-ooKoJHAQI8YCLDpCkXv2WMOVpMxgKOBX7iKknM8IYlh3oMNtIfxG5F4VeL_nYzIwIbbAZhtnvWJm-0bTbRhBk0FGDYYd2s8e2AZGPl5S7ZDU-RFU1Jau4czpUxt2dMuhve2acsVWnNxcKStU_M7bRZ6XJL9Nebme5-7iuejF8lpd2c1wBsecbTiF75b0GSagUJx3saeOumDlnGhQ-Y6Mo4dshfkPeAcMRhgo8l0-PJrh8LfbsrSjw2ywfpIE_k-kqV9PczIemFegMEcV_yHwN9iBqkD5900tXPA2nVpTQ_zeHb8rUkXf3jXh9WzUGHjkM1NMKv5L0SlQmcnLghv0qLCrqfGWrG0MJ6ZkTXZvi12kOcKCd88nJ8Li1RKVXE0pDNg7Mm5FoqIHDai_pO_bQjDusGMbp4PFamAHMgzuxqMD6tbs-oWhINID8ywnECMTnzHVzkegPz373x02dS0eMvf435YE_tT877M7fOy8L68",

    "image": "a",

   "type": "image/png"

}


// POST https://functions.yandexcloud.net/d4e7i7f8odqn50mirlrm

// HTTP/1.1 401 Unauthorized

// Date: Fri, 23 Jun 2023 16:13:46 GMT

// Content-Length: 0

// Connection: keep-alive

// Access-Control-Allow-Origin: *

// Server: Yandex-Cloud-Functions/1.0

// X-Content-Type-Options: nosniff

// X-Function-Id: d4e7i7f8odqn50mirlrm

// X-Function-Version-Id: d4eo02fuiulg7pqichhs

// X-Request-Id: cc93593e-6331-4698-bd79-ebd53c3d3306

// Request duration: 2.938829s

URL: https://functions.yandexcloud.net/d4e7i7f8odqn50mirlrm

Request headers:

Accept: /

Content-Type: text/plain

Request fields:

token — string — user token;

image — string - data URL of image in webp format;

type — string - image MIME type, e.g image/png, image/jpeg

Status 500 — server error

Response fields:

info — string — contains error description

Status 401 — authorization error

Status 200 — request processed successfully

Response fields:

Druzen — list of int32 lists — contours of retinal drusen;

Layer_Bruchs_membrane — list of int32 lists — not used;

Layer_Henle_fibers_outer_nuclear — list of int32 lists — not used;

Layer_RPE — list of int32 lists — not used;

Layer_RPE_and_Bruchs_membrane — list of int32 lists — not used;

Layer_ellipsoidal_zone_photoreceptors — list of int32 lists — not used;

Layer_ganglion_cells_internal_plexieforms — list of int32 lists — not used;

Layer_inner_nuclear — list of int32 lists — not used;

Layer_myoid_zone_photoreceptors — list of int32 lists — not used;

Layer_nerve_fibers — list of int32 lists — not used;

Layer_outer_boundary_membrane — list of int32 lists — not used;

Layer_outer_plexiform — list of int32 lists — not used;

Layer_outer_segments_photoreceptors — list of int32 lists — not used;

RPE_detachment — list of int32 lists — contours of retinal pigment epithelium detachment;

SHRM — list of int32 lists — contours of subretinal hyperreflective material;

epiretinal_fibrosis — list of int32 lists — not used;

full_macular_hole — list of int32 lists — contours of a through macular hole;

height — int32 — image height;

intraretinal_cyst — list of int32 lists — contours of intraretinal cysts;

lamellar_macular_hole - list of int32 lists — contours of lamellar macular hole;

subretinal_fluid — list of int32 lists — subretinal fluid contours;

vmt — list of int32 lists — vitreomacular traction contours;

width — int32 — image width;


POST https://functions.yandexcloud.net/d4esr6ie5khkuno72hib

Content-Type: text/plain



{

    "op": "register",

    "email": "fetsor@gmail.com",

    "password": "we28*3sjUBG!uB",

    "first_name": "Anton",

    "last_name": "Davydov",

    "middle_name": "",

    "country": "Georgia",

    "city": "Tbilisi",

    "organization": "Norcivilian Labs",

    "profession": "Researcher",

    "promocode": "",

    "language": "en",

    "domain": "com",

    "name": "",

    "real_name": ""

}


{

  "ok": true

}

// POST https://functions.yandexcloud.net/d4esr6ie5khkuno72hib

// HTTP/1.1 200 OK

// Date: Fri, 23 Jun 2023 17:09:49 GMT

// Content-Type: application/json

// Content-Length: 11

// Connection: keep-alive

// Access-Control-Allow-Origin: *

// Server: Yandex-Cloud-Functions/1.0

// X-Content-Type-Options: nosniff

// X-Function-Id: d4esr6ie5khkuno72hib

// X-Function-Version-Id: d4eh53g2gb4s7m9ugdqj

// X-Request-Id: 7da71136-efbb-47fb-9dd6-614e2ccfd5b9

// Request duration: 3.835323s

URL: https://functions.yandexcloud.net/d4esr6ie5khkuno72hib

Request headers:

Accept: /

Content-Type: text/plain

Request fields:

op — string - always equals "register";

email — string - must be not empty, user email;

password — string - must be not empty, password;

first_name — string - must be not empty, name;

last_name — string - must be not empty, surname;

middle_name — string - may be empty, middle name;

country — string - must be not empty, country, always in English, from the Countries list;

city — string - must be not empty, city;

organization — string - must be not empty, organization name;

profession — string - must be not empty, profession, always in english, from the Professions list;

promocode — string - promocode input by the user or an empty string;

language — string - two-letter language code, e.g. "ru", "en";

domain — string - always "com";

name — string - always empty string;

real_name — string — always empty string.

Status 500 — server error

Response fields:

info — string — contains error description

Status 200 — request processed successfully

Response fields:

ok — boolean — true — if registration is successful, false — if user already exists.

Log in


POST https://functions.yandexcloud.net/d4esr6ie5khkuno72hib

Content-Type: text/plain



{

    "op": "login",

    "email": "fetsorn@gmail.com",

    "password": "G3jbME5UTjmPRV"

}


{

  "token": "eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9.eyJlbWFpbCI6ImZldHNvcm5AZ21haWwuY29tIiwiaWF0IjoxNjI3MTMxMzgyfQ.CGQgvWOCcNBeo-AxTC1ApaJZZs1OKKEsM1ublnW679y4l78qjsebAtM1hD7Or5NrckZ29DwA8qmvZoJzjSfGrMJ3NrmnTHBVIx1EIx44IwZdJNPW6zXVrpTbyVL1gNyGrLS5FKVDh48lLANojMlg8zvOkQEMrgv440GG4LZubyj1APJ8m51Qm2uC_Nn0mgv-ooKoJHAQI8YCLDpCkXv2WMOVpMxgKOBX7iKknM8IYlh3oMNtIfxG5F4VeL_nYzIwIbbAZhtnvWJm-0bTbRhBk0FGDYYd2s8e2AZGPl5S7ZDU-RFU1Jau4czpUxt2dMuhve2acsVWnNxcKStU_M7bRZ6XJL9Nebme5-7iuejF8lpd2c1wBsecbTiF75b0GSagUJx3saeOumDlnGhQ-Y6Mo4dshfkPeAcMRhgo8l0-PJrh8LfbsrSjw2ywfpIE_k-kqV9PczIemFegMEcV_yHwN9iBqkD5900tXPA2nVpTQ_zeHb8rUkXf3jXh9WzUGHjkM1NMKv5L0SlQmcnLghv0qLCrqfGWrG0MJ6ZkTXZvi12kOcKCd88nJ8Li1RKVXE0pDNg7Mm5FoqIHDai_pO_bQjDusGMbp4PFamAHMgzuxqMD6tbs-oWhINID8ywnECMTnzHVzkegPz373x02dS0eMvf435YE_tT877M7fOy8L68",

  "confirmed": true

}

// POST https://functions.yandexcloud.net/d4esr6ie5khkuno72hib

// HTTP/1.1 200 OK

// Date: Fri, 23 Jun 2023 17:13:36 GMT

// Content-Type: application/json

// Content-Length: 812

// Connection: keep-alive

// Vary: Accept-Encoding

// Access-Control-Allow-Origin: *

// Server: Yandex-Cloud-Functions/1.0

// X-Content-Type-Options: nosniff

// X-Function-Id: d4esr6ie5khkuno72hib

// X-Function-Version-Id: d4eh53g2gb4s7m9ugdqj

// X-Request-Id: a5e8352a-427e-4edb-b431-c2eed849804d

// Request duration: 1.201843s

"password": "G3jbME5UTjmPRV"

"password": "we28*3sjUBG!uB"


{

  "token": "eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9.eyJlbWFpbCI6ImZldHNvcm5AZ21haWwuY29tIiwiaWF0IjoxNjI3MTMxMzgyfQ.CGQgvWOCcNBeo-AxTC1ApaJZZs1OKKEsM1ublnW679y4l78qjsebAtM1hD7Or5NrckZ29DwA8qmvZoJzjSfGrMJ3NrmnTHBVIx1EIx44IwZdJNPW6zXVrpTbyVL1gNyGrLS5FKVDh48lLANojMlg8zvOkQEMrgv440GG4LZubyj1APJ8m51Qm2uC_Nn0mgv-ooKoJHAQI8YCLDpCkXv2WMOVpMxgKOBX7iKknM8IYlh3oMNtIfxG5F4VeL_nYzIwIbbAZhtnvWJm-0bTbRhBk0FGDYYd2s8e2AZGPl5S7ZDU-RFU1Jau4czpUxt2dMuhve2acsVWnNxcKStU_M7bRZ6XJL9Nebme5-7iuejF8lpd2c1wBsecbTiF75b0GSagUJx3saeOumDlnGhQ-Y6Mo4dshfkPeAcMRhgo8l0-PJrh8LfbsrSjw2ywfpIE_k-kqV9PczIemFegMEcV_yHwN9iBqkD5900tXPA2nVpTQ_zeHb8rUkXf3jXh9WzUGHjkM1NMKv5L0SlQmcnLghv0qLCrqfGWrG0MJ6ZkTXZvi12kOcKCd88nJ8Li1RKVXE0pDNg7Mm5FoqIHDai_pO_bQjDusGMbp4PFamAHMgzuxqMD6tbs-oWhINID8ywnECMTnzHVzkegPz373x02dS0eMvf435YE_tT877M7fOy8L68",

  "confirmed": true

}

// POST https://functions.yandexcloud.net/d4esr6ie5khkuno72hib

// HTTP/1.1 200 OK

// Date: Fri, 23 Jun 2023 16:10:50 GMT

// Content-Type: application/json

// Content-Length: 812

// Connection: keep-alive

// Vary: Accept-Encoding

// Access-Control-Allow-Origin: *

// Server: Yandex-Cloud-Functions/1.0

// X-Content-Type-Options: nosniff

// X-Function-Id: d4esr6ie5khkuno72hib

// X-Function-Version-Id: d4eh53g2gb4s7m9ugdqj

// X-Request-Id: 30e14784-ed10-43d5-b08e-dded2bfba63f

// Request duration: 0.923204s

URL: https://functions.yandexcloud.net/d4esr6ie5khkuno72hib

Request headers:

Accept: /

Content-Type: text/plain

Request fields:

op — string - always equals "login";

email — string - must be not empty;

password — string - must be not empty;

Status 500 — server error

Response fields:

info — string — contains error description

Status 401 — authorization error

Status 200 — request processed successfully

Response fields:

token — string — user token

confirmed — boolean — true — if user confirmed email, false - if user did not confirm email

and when we send an empty login and password, we also get a status of 200 and confirmed will be false with token.

Get user information


POST https://functions.yandexcloud.net/d4esr6ie5khkuno72hib

Content-Type: text/plain



{

    "op": "get_info",

  "token": "eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9.eyJlbWFpbCI6ImZldHNvcm5AZ21haWwuY29tIiwiaWF0IjoxNjI3MTMxMzgyfQ.CGQgvWOCcNBeo-AxTC1ApaJZZs1OKKEsM1ublnW679y4l78qjsebAtM1hD7Or5NrckZ29DwA8qmvZoJzjSfGrMJ3NrmnTHBVIx1EIx44IwZdJNPW6zXVrpTbyVL1gNyGrLS5FKVDh48lLANojMlg8zvOkQEMrgv440GG4LZubyj1APJ8m51Qm2uC_Nn0mgv-ooKoJHAQI8YCLDpCkXv2WMOVpMxgKOBX7iKknM8IYlh3oMNtIfxG5F4VeL_nYzIwIbbAZhtnvWJm-0bTbRhBk0FGDYYd2s8e2AZGPl5S7ZDU-RFU1Jau4czpUxt2dMuhve2acsVWnNxcKStU_M7bRZ6XJL9Nebme5-7iuejF8lpd2c1wBsecbTiF75b0GSagUJx3saeOumDlnGhQ-Y6Mo4dshfkPeAcMRhgo8l0-PJrh8LfbsrSjw2ywfpIE_k-kqV9PczIemFegMEcV_yHwN9iBqkD5900tXPA2nVpTQ_zeHb8rUkXf3jXh9WzUGHjkM1NMKv5L0SlQmcnLghv0qLCrqfGWrG0MJ6ZkTXZvi12kOcKCd88nJ8Li1RKVXE0pDNg7Mm5FoqIHDai_pO_bQjDusGMbp4PFamAHMgzuxqMD6tbs-oWhINID8ywnECMTnzHVzkegPz373x02dS0eMvf435YE_tT877M7fOy8L68"

}


{"accepted_license":true,"accepted_oct_license":false,"access_level_fundus":null,"access_level_oct":null,"can_use_admin":false,"can_use_amd_dry_form_trainer":null,"can_use_clinical_classification_amd_trainer":null,"can_use_cnv_trainer":null,"can_use_dme_trainer":null,"can_use_fundus":false,"can_use_fundus_dynamic_monitoring":true,"can_use_fundus_self_test":null,"can_use_oct":false,"can_use_oct_dynamic_monitoring":true,"can_use_oct_self_test":null,"can_use_trainer":true,"city":"","confirmed":true,"country":"Russia","domain":null,"email":"fetsorn@gmail.com","first_name":"Anton","fundus_processed_per_day":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"fundus_processed_per_month":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"fundus_processed_per_year":[0],"fundus_visits_per_day":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"fundus_visits_per_month":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"fundus_visits_per_year":[0],"id":"1630146849qgUUo","language":"ru","last_activity":"2023-06-23","last_name":"Davydov","middle_name":"","name":"","oct_processed_per_day":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"oct_processed_per_month":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"oct_processed_per_year":[0],"oct_visits_per_day":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"oct_visits_per_month":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"oct_visits_per_year":[0],"organization":"fetsorn","profession":"Researcher","promocodes":[],"real_name":"Anton Davydov","reg_date":"2021-07-24","tele_token":null,"trainer_visits_per_day":[1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"trainer_visits_per_month":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0],"trainer_visits_per_year":[1],"reviews_per_day":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"reviews_per_month":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"reviews_per_year":[0],"uploaded_per_day":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"uploaded_per_month":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"uploaded_per_year":[0],"reported_per_day":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"reported_per_month":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"reported_per_year":[0]}

POST https://functions.yandexcloud.net/d4esr6ie5khkuno72hib

HTTP/1.1 200 OK

Date: Fri, 23 Jun 2023 16:13:01 GMT

Content-Type: text/plain; charset=utf-8

Content-Length: 2320

Connection: keep-alive

Vary: Accept-Encoding

Access-Control-Allow-Origin: *

Server: Yandex-Cloud-Functions/1.0

X-Content-Type-Options: nosniff

X-Function-Id: d4esr6ie5khkuno72hib

X-Function-Version-Id: d4eh53g2gb4s7m9ugdqj

X-Request-Id: 504b0a3d-6556-4217-b4ad-3173d259944f

Request duration: 1.312458s

URL: https://functions.yandexcloud.net/d4esr6ie5khkuno72hib

Request headers:

Accept: /

Content-Type: text/plain

Request fields:

op — string - always equals "get_info";

token — string — user token.

Status 500 — server error

Response fields:

info — string — contains error description

Status 401 — authorization error

Status 200 — request processed successfully

Response fields:

accepted_license - boolean - true - if the user accepted the agreement to use fundus photo processing;

accepted_oct_license - boolean - true - if the user accepted the agreement to use OCT processing;

can_use_admin - boolean - true - if the user is an administrator;

can_use_fundus - boolean - true - can use fundus photo processing;

can_use_oct - boolean - true - can use OCT processing;

can_use_trainer - boolean - true - can use the trainer;

city — string - name of the user’s city;

confirmed - boolean - true - if the user confirmed the email, false - if he did not;

country — string - country name;

domain — string - the domain from which the user registered;

email - string - user email;

first_name — string - user name;

fundus_processed_per_day - int32 list - number of processed fundus photos by day;

fundus_processed_per_month - int32 list - number of processed fundus photos by month;

fundus_processed_per_year - int32 list - number of processed fundus photos by year;

fundus_visits_per_day - int32 list - number of visits to the fundus photo processing page by day;

fundus_visits_per_month - list int32 - number of visits to the fundus photo processing page by month;

fundus_visits_per_year - int32 list - number of visits to the fundus photo processing page by year;

id — string - user id in the database;

last_activity — string - date of last activity;

last_name — string - user’s last name;

middle_name — string - user’s middle name;

name — string - user name (not used);

oct_processed_per_day — int32 list — number of processed OCT scans by day;

oct_processed_per_month - int32 list - number of processed OCT scans by month;

oct_processed_per_year — int32 list - number of processed OCT scans by year;

oct_visits_per_day - int32 list - number of visits to the OCT processing page by day;

oct_visits_per_month — int32 list - number of visits to the OCT processing page by month;

oct_visits_per_year - int32 list - number of visits to the OCT processing page by year;

organization - string - name of the user's organization;

profession — string - user’s profession;

promocodes - list of strings - list of user promotional codes;

real_name — string - full user name (not used);

reg_date — string - registration date;

reported_per_day — int32 list — number of error messages by day;

reported_per_month - int32 list - number of error messages by month;

reported_per_year - int32 list - number of error messages by year;

reviews_per_day - int32 list - number of reviews sent by day;

reviews_per_month - int32 list - number of reviews sent by month;

reviews_per_year - int32 list - number of reviews sent by year;

trainer_visits_per_day - int32 list - number of visits to the simulator by day;

trainer_visits_per_month - int32 list - number of visits to the simulator by month;

trainer_visits_per_year - int32 list - number of visits to the simulator by year;

uploaded_per_day - int32 list - number of donated photos by day;

uploaded_per_month - int32 list - number of donated photos by month;

uploaded_per_year - int32 list - number of donated photos by year.

Sending feedback

URL: https://functions.yandexcloud.net/d4esr6ie5khkuno72hib

Request headers:

Accept: /

Content-Type: text/plain

Request fields:

op — string - always "problem";

token — string — user token;

text — string - error message;

language — string - two-letter language code, e.g. "ru", "en";

domain — string - always "com".

Accept: /

Content-Type: text/plain

Request fields:

op — string - always "add_review";

token — string — user token;

text — string - error message;

grade — int32 — amount of stars in review, 0 to 5.

Accept: /

Content-Type: text/plain

Request fields:

op — string - always "get_visible_review_list";

token — string — user token;

country — string - country of user that gave the review;

first_name — string - name;

grade — amount of stars in review, 0 to 5;

id — string - id of review in the database;

last_name — string - surname;

middle_name — string - middle naame (may be empty);

organization — string - organization name;

profession — string - profession, always in english, from the Professions list;

send_date — string - date when the review was sent;

show — boolean — true — whether to show the review on screen;

text — string - text of the review;

Countries list

Abkhazia
Afghanistan
Albania
Algeria
Andorra
Angola
Anguilla
Antigua and Barbuda
Antilles
Argentina
Armenia
Australia
Austria
Azerbaijan
Bahamas
Bahrain
Bangladesh
Barbados
Belarus
Belgium
Belize
Benin
Bermuda
Bolivia
Bosnia and Herzegovina
Botswana
Brazil
British virgin islands
Brunei
Bulgaria
Burkina Faso
Burundi
Butane
Cambodia
Cameroon
Canada
Cape Verde
Chad
Chile
China
Colombia
Congo, Democratic Republic
Congo
Cook Islands
Costa Rica
Croatia
Cuba
Cyprus
Czech
Denmark
Djibouti
Dominican Republic
Ecuador
Egypt
Equatorial Guinea
Eritrea
Estonia
Ethiopia
Faroe Island
Fiji
Finland
France
French Polynesia
Gabon
Gambia
Georgia
Germany
Ghana
Gibraltar
Greece
Greenland
Grenada
Guadeloupe
Guatemala
Guernesey
Guinea-Bissau
Guinea
Guyana
Haiti
Honduras
Hong Kong
Hungary
Iceland
India
Indonesia
Iran
Iraq
Ireland
Isle of Man
Israel
Italy
Ivory Coast
Jamaica
Japan
Jersey
Jordan
Kazakhstan
Kenya
Kuwait
Kyrgyzstan
Laos
Latvia
Lebanon
Lesotho
Liberia
Libya
Liechtenstein
Lithuania
Luxembourg
Macedonia
Madagascar
Malawi
Malaysia
Maldives
Mali
Malta
Mauritania
Mauritius
Mexico
Moldova
Monaco
Mongolia
Montenegro
Morocco
Mozambique
Myanmar
Namibia
Nepal
Netherlands
New Caledonia
New Zealand
Nicaragua
Niger
Nigeria
North Korea
Norway
Oman
Pakistan
Palau
Panama
Papua New Guinea
Paraguay
Peru
Philippines
Pitcairn Islands
Poland
Portugal
Puerto Rico
Qatar
Romania
Russia
Rwanda
Réunion
Saint Kitts and Nevis
Saint Lucia
Saint Pierre and Miquelon
Saint Vincent and the Grenadines
Salvador
Samoa
San Marino
Sao Tome and Principe
Saudi Arabia
Senegal
Serbia
Seychelles
Sierra Leone
Singapore
Slovakia
Slovenia
Solomon Islands
Somalia
South Africa
South Korea
South Ossetia
Spain
Sri Lanka
State of Palestine
Sudan
Suriname
Swaziland
Sweden
Switzerland
Syria
Taiwan
Tajikistan
Tanzania
Thailand
Togo
Tokelau
Tonga
Trinidad and Tobago
Tunisia
Turkey
Turkmenistan
Turks and Caicos Islands
Tuvalu
USA
Uganda
Ukraine
United Arab Emirates
United Kingdom
Uruguay
Uzbekistan
Vanuatu
Vatican
Venezuela
Vietnam
Wallis and Futuna
Western Sahara
Yemen
Zambia
Zimbabwe

Professions list

General Practitioner
Ophthalmologist
Endocrinologist
Optometrist
Another Doctor
Medical Representative
Healthcare Organizer
Lecturer
Student
Researcher
Other

Requirements

user must send pictures
user should make pictures
user should have a possibility to look through the demo-pictures from the database
user must register
user must login
user must log out
user must have a "back" button to return on the previous menu
user should have a possibility to change his profile information/ email/ password
user must see report results
user must have a possibility to delete reports
user should see history of reports so that he can monitor changes
user should see the final conclusion of the diagnostics in pdf/text form
user should have a possibility to download pdf report
user must stay logged in while doing different iterations throghout the app
user should see instruction for taking pictures on the detection screen before upload/taking pictures
user should see the team and the names of the creators of this product so that he may feel confidence
user should additional options of registration - as a patient (choose "other" in Professions if you are a patient)

retina-tauri

Design

android screens

iOS screens

API

Processing of FUNDUS photos

Status 500 — server error

Status 401 — authorization error

Status 200 — request processed successfully

Processing of OCT

Status 500 — server error

Status 401 — authorization error

Status 200 — request processed successfully

Status 500 — server error

Status 200 — request processed successfully

Log in

Status 500 — server error

Status 401 — authorization error

Status 200 — request processed successfully

Get user information

Status 500 — server error

Status 401 — authorization error

Status 200 — request processed successfully

Sending feedback

Status 500 — server error

Status 401 — authorization error

Status 200 — request processed successfully

Sending a review

Status 500 — server error

Status 401 — authorization error

Status 200 — request processed successfully

Getting list of reviews

Status 500 — server error

Status 401 — authorization error

Status 200 — request processed successfully

Countries list

Professions list

Requirements