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  • Methods: Python and Excel
  • Data Analysis: Pandas, pyOD, KNN, LinearRegression
  • Data Visualization: Matplotlib, Seaborn, Plotly
  • Web Development: HTML, CSS

Welcome to Claire's PAW Tracker project!

  • Breathing rate tracking is critical for pets with cardiac issues. Claire's PAW tracker provides tools to track, visualize, and analyze your pet's breathing rate trends over time. The FREE file download links are located below. The tables and graphs can be printed and provided to your veterinarian to aid with treatment.
  • Anyone can use these free tools to monitor your pet as well! All you have to do is record date, time, breaths per minute. Collect the numbers and store them in your phone. Transfer the numbers to your computer and input to the Excel File or breathingdata.csv for Python.
  • Breathing rate should be measured when your pet is asleep. Breathing rates over 40 per minute or significantly greater than normal can indicate immediate medical attention is required. We identified Claire needed medical attention on 9/16 using her PAW Tracker.
  • Input Parameters: Date, Time, Breathing Rate Per Minute, Furosemide Dose, Vetmedin Dose, Enalapril Dose, and Sildenafil Dose.
  • Claire has degenerative mitral valve disease (MVD), which is the most common dog heart disease, impacting over one million dogs (UF Small Animal Hospital). MVD is a common heart condition that impacts small and medium sized dogs.
  • The python jupyter notebook includes outlier detection to flag breathing rates that are not statistically similar. This does not mean anything is wrong with your pet, however extra monitoring should be conducted. Also Oridinary Least Squares regression (OLS) is used to determine if there is a correlation between furosemide (diuretic) and breathing rate. Escalated breathing rates can indicate fluid in their lungs.
  • Tables and Graphs can be found in the excel or python files. The CSV file contains the data that is loaded into python. If you are just using the excel file then the CSV or python files are not required.
  

Background

Claire is a toy maltese and poodle mix that has been one of my best friends for over 12 years. Claire was born with a heart murmur (degenerative mitral valve disease) that developed into heart disease in July 2022, and turned into heart failure in January 2024. Claire was treated in the canine ICU overnight and released into our care the next morning. The treatment for Claire's condition consists of medicine to help her heart function better (vetmedin and enalapril), as well as keep the fluid out of her lungs (furosemide). This same condition is estimated to impact over one million dogs. The NC State Veterinarian Hospital and the University of Florida Small Animal Hospital provide additional technical information. One of the best basic methods for a pet owner to better understand their pet's stability is their resting breathing rate. A dog's resting breathing rate (breaths per minute) is counted when the dog is completely asleep.

This project intends to provide a tool for pet owners to use while tracking their best friend's resting breathing rate. Please consult with veterinarians and professionals to manage your pet's specific condition. Please let me know if you have ideas on how to make the tools more helpful. Thank you!

Updates

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August 21, 2024
We identified Claire needed medical attention on 9/16 using her PAW Tracker. Claire's breathing rate was significantly greater than normal, so we took her to the emergency vet. The first vet evaluated her as normal and released her. We felt it was necessary to seek advice from her cardiology team, which advised her to stay overnight in the ICU. Claire's chest x-rays showed minor fluid in her lungs. Additional testing identified she developed pulmonary hypertension and now takes sildenafil. Claire was released on 9/17 and doing well since. Pulmonary hypertension can mimic heart failure with increased breathing rate. Python coding outlier detection added.

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August 7, 2024
Claire visited her cardiologist for a scheduled echocardiogram and bloodwork check up. Claire received positive news that while her heart is significantly enlarged, it is no bigger than it was, her function is no further reduced, and she has not developed pulmonary hypertension. Her breathing rate continues to be stable. Python and Excel have been updated.

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July 8, 2024
Claire has been doing well overall and happy. She enjoys going outside and for short walks (two blocks). Her breathing rate continues to be stable. Python and Excel have been updated.

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June 18, 2024
Claire visited the veterinarian for a check up last week. Claire needed to have new chest x-rays and blood to analyze her kidney and electrolyte levels. The veterinarian noted Claire's chart showed stable resting breathing rates.

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May 14, 2024
Claire visited the veterinarian for a check because she has experienced a recent increase in coughing. Claire's chest x-rays showed slight fluid accumulation in her lungs, so the furosemide dose was increased to a 0.8 mL twice daily. An increase in her resting breathing rate was not observed. This is why it is important to look for other signs as well.

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February 24, 2024
Frequency data tabulation began in order to better understand Claire's heart average resting breathing rate.

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January 12, 2024
Claire went into congestive heart failure. Claire showed signs of rapid breathing (>40 breaths per minute) and coughing frequently. Claire was taken to the emergency veterinarian and recovered overnight in the ICU. Claire started on the medicine furosemide in order to draw the fluid out of her lungs caused by her heart not functioning properly. PAW Tracker was started, however data was not tabulated.

Contact

Please feel free to reach out through the following platforms: