HealthcareAI
Consulting and
Development Services
privacy and security
How AI services in healthcare empower business processes
We provide healthcare AI consulting and development services and build solutions to scale your success
78%
medical staff state that AI has significantly improved their workflow.
01
Get better patient outcomes with AI
AI-based solutions are able to help improve patient outcomes when it comes to serving patients from remote areas, helping patients with chronic conditions and early diagnosis.
Computer-aided detection and diagnosis
Improve accuracy, speed up the diagnosis process, and ultimately enhance patient care and outcomes in various medical specialties.
Remote patient monitoring
Analyze real-time data from wearable devices, identify trends, and provide proactive insights for timely interventions and personalized care.
Medication management
Implement reminders, personalized dosing recommendations, and real-time monitoring to improve chronic disease management.
02
Boost communication efficiency
AI services in healthcare positively impact the communication experience, making it possible to use intelligent responses, personalize interactions, and translate sessions in real time.
Virtual assistants and chatbots
Enhance user experience and provide efficient support with intelligent responses, personalized interactions, and natural language processing tools.
Natural language processing for teleconsultations
Facilitate effective communication and document responses by enabling secure accurate transcriptions based on NLP.
AI-powered translation services
Connect patients and healthcare specialists with different linguistic backgrounds providing real-time language translation.
03
Automate hospital management
Automation of scheduling, reports creation, and resource allocation along with a decision support system are perfect examples of how AI is used in healthcare industry.
Team management automation
Increase team efficiency by optimizing staff scheduling, improving resource allocation, and facilitating workload distribution.
Predictive maintenance
Minimize costly repairs and optimize equipment performance by analyzing equipment data and identifying patterns of potential failures.
Decision support system
Improve operational efficiency using AI to analyze vast amounts of data and get insights to make data-driven management decisions.
04
Streamline reimbursement claims
Use the power of AI to save costs and reduce mistakes during claims submissions, implementing tools for fraud detection and reimbursement processing automation.
Automated reimbursement claims processing
Accelerate the claims process, reducing errors, and optimizing reimbursement workflows for faster and more efficient reimbursement from insurance providers.
Insurance eligibility verification
Reduce claim denials, improve reimbursement rates, and minimize financial losses by automating insurance eligibility verification with AI.
Fraud detection and prevention
Safeguard against financial losses by using AI-powered solutions to prevent and detect fraud, identifying suspicious patterns, and enhancing the overall integrity of healthcare systems.
05
Implement data-driven analytics
AI services in healthcare aimed at data analytics, standardization, and forecasting can help your business gain scalability as well as assist you in process optimization.
Data interpretability
Understand the analytics and make data-driven decisions by implementing data standards and ensuring its interpretability.
Data standardization
Improve administrative operations by using data standards and ensuring its security, high quality, interoperability, and reliability.
Advanced analytics
By leveraging AI, you can improve diagnostic accuracy, create personalized treatment planning, and optimize routine tasks.
Overcome key healthcare challenges with AI
Custom AI solutions can address the most common software challenges in healthcare organizations.
Problem:
Data inaccuracy
Solution:
Problem:
Legacy infrastructure
Solution:
Problem:
HIPAA and GDPR incompliance
Solution:
Our experts can automate data anonymization, implement access controls, and set intelligent monitoring to ensure your software is compliant with the standards.
Problem:
PHI privacy violations
Solution:
Our custom solutions built for advanced data encryption, anomaly detection, and user behavior analytics will shield your software against PHI violations.
Problem:
Long deployment cycles
Solution:
Problem:
Disparate data sources
Solution:
With Akvelon’s help, you master your data
Process diverse data types
- EHR
- Medical imaging
- Wearable device data
- Clinical trials data
- Health insurance claims data
Solve data imbalance issues
- Oversample minority classes
- Adjust class weights
- Detect anomalies
- Use stratified sampling
Increase the quality of data
- Data cleansing
- Data integration
- Data standardization
- Data de-identification
- Data augmentation
Ensure data interpretability
- Model documentation and reporting
- Transparent model architectures
- SHAP technique
- LIME technique
- Explainable machine learning
Exclude data bias factors
- Adversarial debiasing
- Regularization
- Data preprocessing
- Balanced sampling
Secure and protect health data
- Data encryption
- De-identification
- Access control and authorization
- Privacy-preserving machine learning
- Privacy impact assessment
clinicians affirm that AI has had an influence on the handling of patient data, resulting in increased accuracy and speed of the processes.
Let’s discuss how AI-driven solutions can empower your organization!
Akvelon’s relevant expertise
HealthTech, AI
PHI Data De-Identification
A first-in-the-market solution offering PHI data de-identification that would provide data analysis while preserving HIPAA compliance.
Technologies
spaCy, Spark NLP, OCR, PyTesseract, Spark, Python, Scala, DeeQu, AWS.
HealthTech, AI
DICOM Implementation
Akvelon implemented the international standard for medical images and related information that allows healthcare organizations to safely exchange patient data while ensuring its quality is suitable to be used in healthcare.
Technologies
Front-end: Electron, TypeScript, and Material UI. Cloud: AWS Batch, AWS ECR, AWS S3, Aurora (Serverless), AWS Lambda, API Gateway, EMR, and K8s. Data Process: Spark, PySpark, Python, Scala, and DeeQu. CI/CD: Terraform, GitHub, and GitHub Actions
AI
MeowTalk
Akvelon developed an AI-powered cat translating app that uses a pre-trained deep neural network to recognize cat meows and decipher their meaning behind each individual sound, helping humans to strengthen their bonds with their feline companions.
Technologies
Mobile: Android and iOS (Swift). ML: Keras, TensorFlow Lite,v and Pytorch. Cloud: Firebase, GCP, and Kubeflow
HealthTech
Early cancer detection software
Akvelon developed software that helps laboratory operators to detect cancer in early stages through blood sample assessments during cancer screenings, enabling patients to receive treatment sooner.
Technologies
Development: Python, React/Redux, C#, WPF, Kafka, and gRPC. Automation: Python, pytest, jinja2, JS, Cypress, and Gherkin/Cucumber. DevOps: Docker, Jenkins, and Argo CD
HealthTech
Remote ultrasound app
Akvelon developed an app that connects a patient with a healthcare provider and assists them with getting a remote ultrasound examination. This allows patients to conveniently avoid going into hospitals, which is especially helpful for patients who must isolate themselves for their own medical safety.
Technologies
Mobile development: Xamarin (Android, iOS). Front-end: React, MobX, and Material UI. Cloud: Azure
HealthTech
Operating room remote monitoring app
Akvelon developed an app that allows surgeons to monitor an operating room remotely instead of having to be physically present, aimed at hospital workflow optimization.
Technologies
Mobile development: React Native. DevOps: nginx, ffmpeg, and Github Actions
Hear from our clients
On behalf of Microsoft and my team let me thank you for all the great work you have contributed to our journey to build a world class Marketing service. You left a mark on a great product that is currently launching, so you can be proud of your achievement.
We enjoyed the cooperation and wish you all the best.
We engaged Akvelon to provide us with engineering services on numerous complex projects over the past several years. What impressed me the most was the willingness of Akvelon’s engineering team to clarify the problem we were asking them to solve and to propose alternate solutions that resulted in better technical and business outcomes, ultimately at a lower cost thanks to the rework we avoided. Our collaboration with Akvelon has been a true partnership.
We have been impressed with your team and they have done a good job partnering with Nuance in the ongoing development of the myMetro application. Not only the development and QA, but in offering feedback and guidance across many issues and design considerations.
Thank you all for a good partnership!
I just wanted to drop you a note to say thank you for the work you put into the WinRT video capture code in OpenCV.
That API is very complex to say the least, and your work saved me many weeks or even months of effort.
A BIG THANK YOU for all the work you have done during your stay with the Dynamics AX Build Team. I whole heartedly appreciate all the support/help that you have provided me and the team during the stay.
Good luck in your future endeavors.
In collaboration with Akvelon, Protegrity utilized a Dataflow Flex template that helps us enable customers to tokenize and detokenize streaming and batch data from a fully managed Google Cloud Dataflow service.
We appreciate Akvelon’s support as a trusted partner with Google Cloud expertise.
Really great work! Thus far we could not be happier with your progress and the results of your efforts.
On behalf of Microsoft and my team let me thank you for all the great work you have contributed to our journey to build a world class Marketing service. You left a mark on a great product that is currently launching, so you can be proud of your achievement.
We enjoyed the cooperation and wish you all the best.
We engaged Akvelon to provide us with engineering services on numerous complex projects over the past several years. What impressed me the most was the willingness of Akvelon’s engineering team to clarify the problem we were asking them to solve and to propose alternate solutions that resulted in better technical and business outcomes, ultimately at a lower cost thanks to the rework we avoided. Our collaboration with Akvelon has been a true partnership.
We have been impressed with your team and they have done a good job partnering with Nuance in the ongoing development of the myMetro application. Not only the development and QA, but in offering feedback and guidance across many issues and design considerations.
Thank you all for a good partnership!
I just wanted to drop you a note to say thank you for the work you put into the WinRT video capture code in OpenCV.
That API is very complex to say the least, and your work saved me many weeks or even months of effort.
A BIG THANK YOU for all the work you have done during your stay with the Dynamics AX Build Team. I whole heartedly appreciate all the support/help that you have provided me and the team during the stay.
Good luck in your future endeavors.
In collaboration with Akvelon, Protegrity utilized a Dataflow Flex template that helps us enable customers to tokenize and detokenize streaming and batch data from a fully managed Google Cloud Dataflow service.
We appreciate Akvelon’s support as a trusted partner with Google Cloud expertise.
Really great work! Thus far we could not be happier with your progress and the results of your efforts.
Want your project
to be handled by Akvelon team?
Have a question?
Yes, Akvelon team has created multiple projects based on AI. Please, check them out:
- PHI Data De-identification
- MeowTalk
Akvelon’s team will gladly provide you with healthcare AI consulting services as well as assist you in adding more features, scaling, or rebuilding your software solution according to your vision and business needs. Please, contact us here for more details.
Akvelon’s team goes through regular training in order to deeply understand HIPAA compliance requirements and ensure we can handle the PHI-related tasks. We are able to create sample data to test different healthcare-related projects, avoiding patient data identification, or de-identify it with AI.
AI can automate tasks such as data entry, administrative workflows, and repetitive activities, freeing up healthcare professionals' time and reducing labor costs. Another approach is to use AI to optimize resource allocation, improve inventory management, and reduce waste.
Additionally, AI-driven precision medicine and personalized treatment approaches can help optimize treatment plans, reducing unnecessary procedures, adverse events, and associated costs, providing healthcare organizations a competitive edge and allowing them to set lower prices for services they provide in order to attract more clients.
The future of your AI-driven project starts here
Contact us to discuss the details