News | Artificial Intelligence | May 17, 2022

EdgeAi is a breakthrough explainable and open-box artificial intelligence to accelerate adoption

EdgeAi is a breakthrough explainable and open-box artificial intelligence to accelerate adoption

May 17, 2022 — Edgility, Inc. launched EdgeAi as healthcare's first operationally embedded AI with Explainability. EdgeAi exposes the internal mechanics of machine learning and deep learning systems in human-understandable terms. Trust in AI model predictions is paramount if care providers and administrators are to accept the decisions based on them. EdgeAi generates a standard label for transparency of the prediction model, leading to better AI adoption and openbox development.

"EdgeAi natively incorporates Explainability so humans can understand the inputs and the results," said Justin Falk, Edgility's Chief Technology Officer. "In contrast to the traditional AI "black-box," which even the developer rarely understands, EdgeAi surfaces the logic to the end user."

As an early Edgility partner, University Hospitals (UH) in Cleveland is at the forefront of utilizing EdgeAi predictions and insight while revealing the data and logic that creates each forecast prediction. "At UH, we utilize EdgeAi to predict discharges and expose the factors that influence the prediction visible to all end-users," said Sam Brown, UH's VP of Logistics and Systems Operation.

Built into Edgility's Smart Operations and Orchestration platform, EdgeAi predictions are mapped to specific levers of action toward achieving a particular outcome.

"UH is at the forefront of utilizing AI to build a culture of trust," said Cliff Megerian, MD, FACS, Chief Executive Officer of UH, Jane and Henry Meyer Chief Executive Officer Distinguished Chair. "Paired with our strong strategic plan and operating model, we are achieving the advantages of being a unified health system, enabling future investments that advance care and help make UH the most trusted caregiver in Northeast Ohio."

EdgeAi's predictions are translated into orchestrated actions and behaviors through Edgility's Smart Operations Platform, making this a closed-loop intelligence and action engine. "The future of problem-solving demands demystified algorithms," said Balaji Ramadoss, co-founder, and CEO of Edgility. "EdgeAi enables health systems to construct their own AI factory to curate datasets and run thousands of learning cycles and algorithms."

"Without a clear mapping to the next behavior, AI outputs are ineffective," said Peter Pronovost, MD, PhD, Chief Quality and Clinical Transformation Officer at UH. "At UH, we utilize the EdgeAi prediction to hardwire behavior to fractal management models to drive accountability and action."

EdgeAi is built on Edgility's Cognitive Platform and closes the "AI–action" loop in real-time. With over 2 million patients orchestrated just in 2021, the capability within EdgeAi will benefit millions more and transform patient care by bridging the current AI opacity.

For more information: www.edgilityhealth.com


Related Content

News | Radiation Oncology

June 5, 2023 — Volpara Health Technologies Ltd. announces its founding membership in CancerX, a public-private ...

Time June 05, 2023
arrow
News | Magnetic Resonance Imaging (MRI)

June 2, 2023 — Philips has entered into a collaboration with medical imaging company Polarean to advance the field of ...

Time June 02, 2023
arrow
News | Magnetic Resonance Imaging (MRI)

June 2, 2023 — Ezra, the healthcare artificial intelligence (AI) startup transforming early cancer detection through ...

Time June 02, 2023
arrow
Feature | Radiology Imaging | By Melinda Taschetta-Millane

It's been a fruitful month for itnonline.com! Here's a look at what ITN viewers found to be most interesting during the ...

Time June 01, 2023
arrow
News | Radiation Therapy

May 30, 2023 — The first treatment, for a patient with prostate cancer, was successfully carried out on April 28. Yonsei ...

Time May 30, 2023
arrow
News | Radiology Business

May 26, 2023 — HIMSS has appointed two technology executives at the helm as chair and vice chair of the HIMSS Board of ...

Time May 26, 2023
arrow
News | Computed Tomography (CT)

May 26, 2023 — GE HealthCare, a leading medical technology innovator, announced today its largest ever CT deal in the ...

Time May 26, 2023
arrow
News | Breast Density

May 25, 2023 — Researchers from the Mayo Clinic (Rochester, MN) and University of California, San Francisco confirmed ...

Time May 25, 2023
arrow
News | Oncology Information Management Systems (OIMS)

May 24, 2023 — RaySearch Laboratories AB announced that the oncology information system RayCare* (* subject to ...

Time May 24, 2023
arrow
News | Artificial Intelligence

May 24, 2023 — Since the launch of ChatGPT in November 2022, the use of large language models (LLMs) powered by ...

Time May 24, 2023
arrow
Subscribe Now