Ambient Clinical Intelligence (ACI): The Future of Healthcare
Divan Dave'
Founder/CEO – OmniMD – Cardiology, Urgent Care and 20+ Specialty EMR, RCM SW & Med. Billing Services, #EMR, #RCM, #CDSS, #DigitalHealthcareInnovators (#Telemedicine, #RPM, Home Health) - HC IT Services, Yogi
In recent years, a fantastic AI-driven technology called ACI (Ambient Clinical Intelligence) has promised much help to the burgeoning problems the healthcare sector in the USA is facing currently. ACI revolutionizes patient and provider experiences with self-writing clinical documentation. To understand ACI, let’s understand how it is associated with the Electronic Health Record (EHR) industry and the impact it has traditionally made on the physician community in the United States.
This industry has been under scrutiny for several years, as it is viewed as having placed a tremendous documentation burden on physicians. However, I feel that several innovations in AI and ML, along with the introduction of ACI, have paved the way for exciting changes in the EHR industry. I feel this game-changer can significantly reduce the administrative burden on physicians.
The Technology Behind ACI
By utilizing machine learning algorithms to analyze and understand the workflow and behavior patterns in a physician’s office in real-time, ACI aims to provide clinical decision support and assist with documentation. It automatically suggests medication, diagnoses, and even the appropriate codes based on the clinical data, thus allowing the physician to focus more on patient care and less on documentation.
As you will realize, ACI is the result of decades of research that combines ways to harness the cloud, advanced AI, and IoT. It uses artificial intelligence (AI), natural language processing (NLP), and advanced voice-enabled AI to automatically document patient encounters between physicians, patients, and their families during natural interactions or conversations between them.
So, ACI technology creates a set of complete and accurate clinical notes and feeds the results into an EHR system. These notes are then reviewed and signed by the clinician.
The Current State of ACI
In its current form, ACI is a relatively new development, but as you will see, it is already showing promising results. In a Modern Health care survey conducted in late 2020, leaders expressed their confidence that ACI would improve clinical outcomes. 81% of the leaders believed that ACI could positively impact timely and accurate reimbursement, while 73% believed that ACI could enhance the quality of care at their organization.
Why ACI?
Streamlines Healthcare Operations and Efficiency
In my view, ACI can potentially solve many of US healthcare’s most pressing problems. Firstly, it can reduce clinician burnout, a massive pain for healthcare organizations and patients. As a 2021 Medscape physician review rightly pointed out, 42% of physicians felt burnt out due to bureaucratic tasks and spending too many hours at work. Secondly, a lot of the physicians’ time goes into documenting patient care leading to a heavy administrative burden that prevents them from switching off and spending quality time with their families.
This could have a tremendous bearing on patient experience since overburdened physicians can be distracted into committing errors that could have potentially disastrous consequences.?ACI technology can offer numerous other benefits by streamlining operations and efficiency. I feel this helps save tremendous time and effort and enables patients to receive full attention from their physicians. Therefore, it provides for significantly improved efficiency and quality of healthcare.
Enhances Patient Care and Experience
The ideal goal of healthcare and its participating members is to enhance patient care and experience. This can be done by focusing on the primary role of a healthcare provider or a physician, which is not notetaking and documentation but the patient and their story.?
ACI technology helps contribute to this aim and ultimately improves the physician-patient relationship and patient satisfaction. Doctors are finally there to improve patients’ quality of life and not engage in hours of clerical chores at the end of clinic time.?
ACI technology helps doctor-patient interactions be more natural and personal. Doctors spend less time focusing on their computer screens and without burning out. Thus, I personally feel that ACI assists both patients and doctors to lead joyful and beneficial lives.
Overcomes Challenges and Embraces the Future
ACI certainly has the potential to transform the future of healthcare. By transforming healthcare delivery through smart technologies, ACI can help doctors make more accurate diagnoses and create personalized treatment plans. Also, monitoring health conditions and providing timely feedback can vastly improve patient care, leading to better patient outcomes and a more seamless experience for patients and healthcare professionals.
Benefits and Disadvantages of ACI
A significant benefit of ACI is that it can predict potential patient deterioration and alert the physician before it happens. Thus, proactive and timely intervention can be arranged for the patient. Another key benefit is that it can provide real-time clinical decision support. Allow me to mention some benefits of ACI here:
ACI has several benefits as below:
??Patient Experience: Improves patient experience, thus enabling more clinician facetime while improving focus and communication.
??Access to Care increases access to care, decreases waiting time, and boosts patient satisfaction.?
??Patient Satisfaction: Improves physician satisfaction and reduces burnout for a better work/life balance.
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? Time Management: Enhances time management for mundane tasks such as medication refills.
??Faster Reimbursement: Helps insert appropriate coding for faster reimbursement and reduced denials.
??Enhanced Patient Safety: helps identify critical information, such as allergies or drug interactions, improving patient safety and reducing the risk of medical errors.
??Personalized Care: ACI can integrate with wearable devices for data analysis, so it can enable personalized recommendations and interventions based on a patient’s health.
? Facilitates Remote Care: ACI can be adapted to telemedicine, so it can enhance patient monitoring and enable transcription of virtual consultations.
However, ACI has several disadvantages too:
? Privacy and Security Concerns: ACI raises concerns about the privacy and security of sensitive medical information.
? Technical Limitations: ACI relies on NLP and speech recognition, which may lead to inaccuracies or misinterpretation of spoken words or medical terminology.
?? Lack of Human Connection: ACI is automated in nature, so it may reduce direct human interaction. This may potentially diminish personal touch and empathy.
?? Dependency on Reliable Network Connectivity: ACI's performance and accessibility rely on stable network connectivity, which interruptions can disrupt.
?? Legal and Liability Issues: The use of ACI introduces legal considerations and challenges in determining responsibility for errors or discrepancies in clinical documentation.
My Perspective on ACI in Healthcare
Nevertheless, I have complete faith that ACI has the potential to revolutionize the EHR industry. It can transform the way healthcare is delivered. Healthcare professionals must remain abreast of this technology and provide the best possible care for their patients. In my perspective, I feel that in the next 3-5 years, we are going to see the following advances in ACI:
? In the next 3-5 years, ACI is expected to get better at understanding medical terms and conversations. This will help it extract information more accurately from what people say.
? ACI may also become smarter at helping doctors in making decisions. ACI can analyze patient data in real-time, hence it can give doctors better treatment suggestions and warnings about possible drug issues or allergies. This will help improve patient care and reduce mistakes.
? ACI could also work with wearable devices and other gadgets to collect more patient data. This will give it a better understanding of a person's health and allow it to give personalized advice.
? ACI will focus on making it easier for doctors to use. It will have a simpler interface and respond to voice commands. This will make doctors' lives easier and save time.
? ACI will also benefit from improvements in artificial intelligence and machine learning. This will make it better at recognizing speech, analyzing data, and recognizing health issues early on.
Conclusion
In conclusion, the potential of ACI to transform the healthcare industry is immense. I am excited about the possibilities ACI offers in improving patient outcomes and driving innovation in healthcare. By leveraging intelligent technologies, we can enhance diagnostics, deliver personalized care, and streamline operations for better efficiency. ?So, let’s join this journey of discovery and how it can revolutionize the EHR industry. Let’s discover its true potential and understand it in depth.
Thank you for joining us on this journey toward a brighter future in healthcare.
What do you feel about ACI and its potential to transform healthcare?
Let me know in the comments!
☆ Physician Data Scientist ☆ Health Technology Evangelist ☆ Clinical Researcher ☆ Medical Informaticist ? Clinical Decision Support Systems (CDSS) ? Artificial Intelligence ≡ Large Language Models
1 年Well articulated, Divan.
Entrepreneur Thinking | Mentor | Strategic Advisor | Healthcare Management | Transformational Leadership | ehealthconnect | Brand Beacon
1 年Divan Dave' I do agree with, as every technological move towards strengthening healthcare operations and patient experience is now becoming DNA of the Healthcare Industry!!
Certified Instructor of Taekwondo & Ananda yoga.
1 年#sharingknowledge #linkedinfollowers #linkedincommunity
Certified Instructor of Taekwondo & Ananda yoga.
1 年Divan Dave' Ambient Clinical Intelligence excellent technology but will take time, many people or physicians are not aware about it yet.