The number of breast cancer cases in India are increasing day by day by a significant rate. The main problem is that women are not able to detect this cancer at an early stage. This can be either due to lack of money or unawareness about the topic. It's our priority to raise awareness for Breast Cancer and detect breast cancer at an early stage in life and hence we have made a software that checks the symptoms and also examines the histopathology images and predicts whether the user is having breast cancer or not.
What it does
Our team at WeCare.ai successfully built and deployed an integrated Artificial Intelligence solution that caters to all needs pertaining to a patient who is diagnosed with a metastatic tumor. WeCare.ai’s website endows an interactive portal for users to explore any information regarding breast cancer. The research team is proud to develop a contextual virtual assistant integrated with the main website that can answer any query regarding breast cancer, from providing information regarding fundamentals of breast cancer to performing symptom analysis of patients, from displaying statistics and visualization plots to conducting virtual counseling session for our users, this know-it-all bot is more than sufficient to resolve any inquiry. Another state-of-the-art solution brewed in WeCare.ai’s kitchen is the tumor classification web-app that can predict the presence or absence of metastatic or invasive ductal carcinoma just by uploading the histopathology image. While designing this product for our clientele, our team only kept one thing in mind: Serving through AI, One Step at a Time.
How we built it
Challenges we ran into
As the world shifted to a phase of remote learning during these uncertain times, our team at WeCare.ai did the same. However, with the enforcement of any new regulation, complications are bound to occur.
- The most notable challenge was gathering the required dataset for training the model.
- Deploying our models within a specific amount of time was a bit much of a challenging task.
- The major challenge our team faced was integration of all the different technical frameworks and toolkits into one dynamic responsive website.
Nevertheless, with the sheer resolute and gumptious attitude of each member, we were able to successfully overcome this problem to serve you better.
Accomplishments that we're proud of
Thinking of an idea and then implementing it in the reality is the most notable accomplishments. Our team at WeCare.ai is here to make your life easier by designing a contextual virtual assistant to serve your needs. From information regarding breast cancer to visualization of data and statistics pertaining to it, from symptom analysis of breast cancer to the classification task of your X-Rays (using WeCare.ai’s own classifier), we provided a one-stop solution to all your needs.
What we learned
The idea itself was overwhelming, and challenged us to push our limits. We learnt the methodical way to implement a mere idea, into something that can benefit the society and serve as motivation for improvement. We mastered the Art of Solution-Building and integrating Society related problems into Technological Solutions. Through the challenges, we absorbed a lot of Web Development and Machine Learning/ Deep Learning tactics, leveraging State-of-the-art algorithms and techniques to achieve high accuracy and performance.
What's next for WeCare.ai
in addition to the chatbot, Team EtherBots is working towards developing and incorporating speech recognition for multiple languages, in order to be able to connect with a wider population. Moreover, we intend to be able to identify several other diseases by using the State-of-the-art algorithms and techniques for classification and early identification of anomalies.
Serving through AI, One Step at a Time.