Temporal Lab Parameter Analysis Tool for Post-Operative Insights

Status: Pending
Præmier: €1075
Modtagne indlæg: 6

Konkurrence Instruktioner

I am looking for a skilled freelancer to develop a Temporal Lab Parameter Analysis Tool for Post-Operative Insights. The tool should have the following features:
Project Background
We aim to identify specific patterns and allocate post-operative trajectories by averaging the time courses of lab parameters in relation to surgery dates across a broader patient base. By doing so, we hope to redefine threshold values and enable more individualized therapeutic approaches.

Current Development:
We possess:
- A vast anonymized database with over 200 specific parameters from more than 500 patients. Sample file: "patient details freelancer example.xlsx".
- Test results of various lab parameters at different dates and times. Sample file: "report details freelancer example.xlsx".
However, the raw lab data, relative to each patient's surgery date, was not taken at regular or identical intervals. Furthermore, patient collectives are heterogeneous.

The project's primary goal is to standardize the results of each lab parameter across diverse patients. This involves interpolating values at defined times for each patient and each lab parameter. An illustration of this approach using lactate values can be found in the sample file "Example time calculation.xlsx".

Project Objective:
We're seeking a user-friendly macOS application with the following capabilities:
1. Import or copy data from Excel files, similar to "patient details freelancer example.xlsx" and "report details freelancer example.xlsx".
2. Allow manual column selection.
3. Output "point to point" analysis values for time intervals like -24h, 0, 24h, 48h, 72h, up to 10 days, both:
a. **Graphically**:
i. Via a drop-down menu for selectable lab parameters.
ii. For specific patients.
iii. For selectable patient groups based on specific parameters (e.g., gender, age, underlying diseases; note: in the sample file with only 3 patients, the sole variable of this kind is "DiseaseDissectionTiming").
iv. Display mean values, standard deviations, and possibly perform a statistical significance test for the respective time points.
b. **Tabularly**:
i. Augment the initial file "patient details freelancer example.xlsx" with columns representing results for each parameter and time point, like POC_LAC_24h and so on.

Given the time sensitivity and previous unsuccessful engagements with individual freelancers, I'd like to initiate this project as a contest. Bear in mind, I'm not a programmer; a user-friendly solution is preferred. I'm available for discussions via comments and would like to see project outcomes presented as short videos for commentary or potential live discussions. Before selecting a winner, I must test the application with original data on my computer.

Thank you and good luck!

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baranyildizz Turkey

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techxp23 India

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sip2020project Sri Lanka

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techxp23 India

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mrumar707 Pakistan

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Offentlig Præciserings Opslagstavle

techxp23
- 1 måned siden
Hello Sir, Give me a chance to develop this application. Check my entry - - - - - - - #25 ✅
- 1 måned siden
techxp23
- 1 måned siden
Hello Sir, Give me a chance to develop this application. Check my entry - - - - - - - #25 ✅
- 1 måned siden
techxp23
- 1 måned siden
Hello Sir, Give me a chance to develop this application. Check my entry - - - - - - - #25 ✅
- 1 måned siden
techdevelop5685
- 1 måned siden
Hey Ch You want a Desktop App
- 1 måned siden
Konkurrenceafholder
- 1 måned siden
Dear contest participants and interested parties. I am available today via zoom for questions and discussions between 13:00 and 15:00. With best regards, Daniel
https://us02web.zoom.us/j/84677508981?pwd=bzlmWTBaWGZnbVg1REkzcmZBdUJIdz09
- 1 måned siden
1. worklabour
  - 1 måned siden
  2 entries they did in streamlit web app without Use Case analysis & diagrams. I'd make desktop app more professionally if you'd hire me orderly. What are the requirements = software specs to implement:
  Imputations research I, think more if you hire me. Let's finalize GUI control elements requirements list:
  Where are invite / direct contact functionality of the platform? Why they don't press hire button? Let me apply for internship/trainee position.
  - Particular parameter (column of values vs) time selection(drop down box).
  (what more you need = ...)
  mean
  std(=sqrt(var))
  quantiles, modes, kurtosis need?
  I can do CCA and more statistical (specify selectable columns range for end user) significance as well if you contact and hire me.
  Between which params correlations to make?
  To .csv files to output for TCE Matlab processing for example, need?
  Cleanness, order, honesty. I did before, already made stats. & m.l. analysis in scripts, codes, digital artifacts & marketable items.
  - 1 måned siden
Konkurrenceafholder
- 1 måned siden
dear all, i just realized that the image within the file "example time calculation.xlxs" might not be included where it should be while uploading, please find it here: https://www.dropbox.com/scl/fi/6jb6rzzfhqo4dk0y7v0u9/expmple-lactate.pdf?rlkey=szrbkdqusptd8l1ezerjsiexm&dl=0
- 1 måned siden
1. worklabour
  - 1 måned siden
  OK, Daniel. , can't submit entry here,someone behind the platform takes from me and not delivers. Take next my work increment from me directly, I did good, I delivered,: contact me more in private. drive proton me urls M4FPDZ6BV0#SI6AKzggj0Sg ; drive proton me urls H83GN5DV04#2KZ6bbrikkKp(I merged to 1 table) (password: sum(Q(s,a)*Pi(s,a)) )I did before .xlsx to pandas and desktop app start(see my deliveries). Day-to-day progress and work needed. I did statistical significance tests in scripts,
  Relating to which distribution(mu,sigma) to make the s.sign. test?
  Which particular filters(aka raw datum pre-processing towards more manageable/parse-able datum)(specify output you need with which input, the rest is on me if you hire me) to which quantities you need(input = ...? , output = ... ?).
  - 1 måned siden
HIAPI
- 1 måned siden
The data analysis task may be time-series data interpolation or missing value imputation. I would not suggest interpolation, because a patient's status does not follow smooth curves to allow interpolation. A missing-value imputation is usually suggested. Considering the fluctuations of the clinical lab results, an AI model like autoencoder with missing values may fit this task and even deliver the de-noised lab results for a better clinical practice. But the data set is too small and the time frame is somewhat short to allow the AI model training. Just for your information. Hope we may find a way to work on this issue.
- 1 måned siden
farhankha4548
- 1 måned siden
Please At least watch the demo video before rejection or giving me feedback
- 1 måned siden
worklabour
- 1 måned siden
Hi. OK Doc., what is the business entity, enterprise, company, focus group, team for the labour to join/merge? really great project with bright future, need more such work to continue... 1st output from me take I uploaded(see it): drive.proton.me/urls/BW1EKCR6CW#Su3sicUnXv9r Contact me more via VoiceVideoOverIP, phone, email ----->
- 1 måned siden
1. Konkurrenceafholder
  - 1 måned siden
  Dear Mr. Pavel M. Thank you, I will be happy to answer detailed questions and discussions today.
  - 1 måned siden
baranyildizz
- 1 måned siden
Hello Dear Contest Holder;
Can you provide more information about the patient details' file, and its over 200 parameters' relation to patients reports? I'm worried that this interplay between the files might be the cause of undelivered projects.
As I understand from example files,
LAC(lactat level, I think It's given just as an example right now because I couldn't find it as code, but a similar parameter) should be one of the codes in report details file, and it's selected manually(or automaticly with some relation to patient details file)
I'm curious about upcoming 200 parameters on the patients file, and their effect on the system. Even filtering them will be a chaos or will require designing some really clever User Interface tricks
I don't know if I'm overcomplicating this :) This was all I could understand.
I started working on and will upload soon what I'm doing. I just wanted to check if I'm in the right direction.
Have a nice day.
Baran
- 1 måned siden
1. baranyildizz
  - 1 måned siden
  Also wouldn't augmenting the patient detail file with combination of each code(15-20) and time interval (-24h, 0, 24h, 48h, 72h...10 days) might create a mess. Just these will add around 200 columns. If there are even more codes, it will be really hard to read
  - 1 måned siden
2. Konkurrenceafholder
  - 1 måned siden
  right direction, if 200 parameters are too much, i could reduce these by simplifying the query from my database and reducing the parameters down to lets say 50, does that help?
  - 1 måned siden
baranyildizz
- 1 måned siden
Hello Sir, please check #12 :)
- 1 måned siden
farhankha4548
- 1 måned siden
I have updated Please message me
- 1 måned siden
farhankha4548
- 1 måned siden
Please Sealed
- 1 måned siden
freelancer22to00
- 1 måned siden
Can you DM me?
- 1 måned siden
chintanshah97
- 1 måned siden
Please DM me. I would like to understand certain points.
- 1 måned siden
1. Konkurrenceafholder
  - 1 måned siden
  Can you Zoom?
  - 1 måned siden
numanakhter2008
- 1 måned siden
this project will take atleast a month to complete....
- 1 måned siden
1. Konkurrenceafholder
  - 1 måned siden
  ??‍♂️
  - 1 måned siden
numanakhter2008
- 1 måned siden
also do you want a desktop app for the analysis of data? or web app or mobile app? please clarify
- 1 måned siden
1. Konkurrenceafholder
  - 1 måned siden
  Desktop app
  - 1 måned siden
Farrukh Saeed
- 1 måned siden
#6 check comment section. I have a query
- 1 måned siden