Prepare Rehab

EU-funded research project (No 101080288) that is developing #data-driven prediction and stratification tools for #personalised #rehabilitation.

[Prepare Rehab @PrepareRehab]

The mission of the @OHDSI Rehabilitation Working Group is to promote better rehabilitation care.

Our partners at @radboudumc invite you to join the conversation at the next Working Group's meeting on 30 January at 16.00 CET.

For more information visit https://t.co/4EtevDwwP3

[Prepare Rehab @PrepareRehab]

⭐ Read the report:
D2.2 Pilot Cases Planning, Definition of Scenarios, Validation Plan:
https://t.co/DMQLRsIsRD

#AIHealth #Rehabilitation #HorizonEurope

[Prepare Rehab @PrepareRehab]

Our partners @isicoitalia have written a blog on a recently published report within the @PrepareRehab project. This report is a comprehensive document outlining the methodology used to develop prediction & stratification (classification) tools, aimed at tailoring treatment -

[Prepare Rehab @PrepareRehab]

to individual patients. Over the next week, we will be highlighting some important insights focusing on the main objectives of the report. Stay tuned as we delve in!

⭐ Read the blog on our website:
https://t.co/p0dillsbYJ

[Prepare Rehab @PrepareRehab]

Read the report: D2.1 User requirements and Gap Analysis – Technological Requirements
https://t.co/vYxm84RoZL

Read the blog: https://t.co/swZqn7r7bX

@Cellock
#AIHealth #Rehabilitation #EUfunded #HorizonEurope

[Prepare Rehab @PrepareRehab]

⭐ Addressing Data Security and Privacy Concerns ⭐

Data security and privacy remain major concerns, especially when dealing with sensitive health information. Current systems often fall short of complying with regulations such as the #GDPR -

[Prepare Rehab @PrepareRehab]

which complicates the balance between accessibility and data protection. Our project highlights the need for robust solutions that not only protect sensitive information but also facilitate seamless and secure data sharing between healthcare professionals and institutions.

[Prepare Rehab @PrepareRehab]

Read the report: D2.1 User requirements and Gap Analysis – Technological Requirements https://t.co/vYh0yrgOl0

Read the blog:
https://t.co/SrySwrLAk9

Cellock Ltd
#AIHealth #Rehabilitation #EUfunded #HorizonEurope

[Prepare Rehab @PrepareRehab]

⭐ Scalability and Integration Challenges ⭐

#Scalability is another critical issue facing #rehabilitation care systems. Existing platforms are often not designed to handle larger datasets or the increasing number of users, particularly as #patient #data becomes more complex.

[Prepare Rehab @PrepareRehab]

PREPARE calls for #scalable solutions that can grow alongside the evolving needs of healthcare providers & patients. These platforms must also integrate data from diverse sources, offering a cohesive and comprehensive view of patient progress & enabling better decision-making.

[Prepare Rehab @PrepareRehab]

leading to better patient outcomes.

Read the report: D2.1 User requirements and Gap Analysis – Technological Requirements
https://t.co/vYxm84RWPj

Read the blog:
https://t.co/swZqn7rF1v

Cellock Ltd
#AIHealth #Rehabilitation #EUfunded #HorizonEurope

[Prepare Rehab @PrepareRehab]

⭐ Insufficient Real-Time Monitoring Capabilities ⭐

#Healthcare professionals need the ability to track patient progress in real-time in order to adjust #rehabilitation strategies as needed. However, many of the current systems don't provide real-time data collection or -

[Prepare Rehab @PrepareRehab]

processing, severely limiting their ability to make timely, #data-driven decisions.

Our project emphasises the importance of developing #advanced monitoring tools that can provide immediate insights and updates on patient status, enabling more responsive and effective care & -

[Prepare Rehab @PrepareRehab]

Read the report: D2.1 User requirements and Gap Analysis – Technological Requirements
https://t.co/vYxm84RWPj

Read the blog:
https://t.co/swZqn7rF1v

#Cellock Ltd
#AIHealth #Rehabilitation #EUfunded #HorizonEurope

[Prepare Rehab @PrepareRehab]

⭐ Outdated Predictive and Stratification Models ⭐

Another significant challenge identified was the outdated nature of the #rehabilitation #prediction models being used to assessed patient trajectories. These models are relying on outdated algorithms and limited datasets -

[Prepare Rehab @PrepareRehab]

technologies such as #AI & #machinelearning. By incorporating these technologies, rehabilitation tools can offer more precise, personalised predictions, enabling healthcare professionals to tailor treatments to individual patients’ needs more effectively.

[Prepare Rehab @PrepareRehab]

quality of care.

Read the report: D2.1 User requirements and Gap Analysis – Technological Requirements https://t.co/vYxm84RoZL

Read the blog: https://t.co/swZqn7r7bX

Cellock LTD
#AIHealth #Rehabilitation #EUfunded #HorizonEurope

[Prepare Rehab @PrepareRehab]

making is required.

The gap: healthcare systems need to prioritise ease of use and ensure that tools are designed with the end-user (healthcare professionals) in mind. User-friendly systems are essential are essential for enhancing the workflow and improving the overall -

[Prepare Rehab @PrepareRehab]

their daily struggles with existing tools, tools that often fall short of addressing the nuanced needs of personalised treatment. These complex, counter-intuitive tools make it difficult for #clinicians to use them efficiently in fast-paced environments where quick-decision -