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PRISM: Patient Records Interpretation for Semantic clinical trial Matching system using large language models

npj Digital Medicine - (Monday October 28, 2024) - Frequent Updates/ npj Digital Medicine

Clinical trial matching is the task of identifying trials for which patients may be eligible. Typically, this task is labor-intensive and requires detailed verification of patient electronic health records (EHRs) against the stringent inclusion...

Exciting advancements in clinical trial matching are here! The PRISM system leverages large language models (LLMs) to automate the labor-intensive process of matching patients to clinical trials, significantly improving efficiency and accuracy. Our custom model, OncoLLM, not only outperforms GPT-3.5 but also matches the performance of qualified medical professionals. This innovative approach addresses the complexities of real-world electronic health records (EHRs), paving the way for enhanced patient access to therapeutic options.#HealthcareIT #ClinicalTrials #AIinHealthcare #DigitalHealth #PatientCare #MachineLearning #Oncology

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Prompt Tokens - 30361
Completion Tokens - 122
Total Tokens - 30483

 

Medavie Blue Cross expands ADHD digital health platform

MobiHealthNews - (Monday October 28, 2024) - Frequent Updates/ MobiHealthNews

Medavie Blue Cross (MBC) announced an enhanced version of its digital health and wellness platform Connected Care, which includes access to its partnership with Beyond ADHD.Beyond ADHD uses an evidence-based, multi-modal approach to treatment...

Medavie Blue Cross (MBC) has enhanced its Connected Care platform, integrating a partnership with Beyond ADHD to provide a comprehensive, evidence-based approach to ADHD treatment. This upgrade simplifies navigation within the Blue Cross Mobile App, enabling members to easily access mental, physical, and financial health resources. As Catherine Biermann states, the focus is on whole-person wellness, empowering members to take proactive steps towards better health. This initiative aligns with MBC's commitment to personalized healthcare, following recent partnerships aimed at addressing menopause and expanding benefits access.#HealthcareIT #DigitalHealth #ADHD #WholePersonCare #HealthTech #MentalWellness #PatientEngagement

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Prompt Tokens - 561
Completion Tokens - 132
Total Tokens - 693

 

A Plethora of Announcements Focused on AI at eClinicalWorks Annual Conference | Healthcare IT Today

Healthcare IT Today - (Monday October 28, 2024) - AI/ Daily Reads/ Healthcare IT Today

As I said in my previous writeup at an EHR user conference, I believe there’s no way for the culture of a company not to appear at their user conference.  This weekened at the...

Exciting advancements in AI were unveiled at the eClinicalWorks Annual Conference, showcasing the company's commitment to transforming healthcare technology. Key highlights included the introduction of the healow Genie AI agent and an innovative Contact Center solution that enhances patient interactions. CEO Girish Navani emphasized the importance of AI in streamlining documentation and improving user experience. With over 1 million daily healow app users, the platform's growth signifies a shift towards more efficient patient engagement. eClinicalWorks continues to lead with impactful updates, making their conference a must-attend for healthcare IT professionals. #HealthcareIT #AIinHealthcare #eClinicalWorks #PatientEngagement #HealthTech #Innovation #DigitalHealth

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ANN5FMcJKfveGwhjIVSVJX9P8fjeE", "object": "chat.completion", "created": 1730133641, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in AI were unveiled at the eClinicalWorks Annual Conference, showcasing the company's commitment to transforming healthcare technology. Key highlights included the introduction of the healow Genie AI agent and an innovative Contact Center solution that enhances patient interactions. CEO Girish Navani emphasized the importance of AI in streamlining documentation and improving user experience. With over 1 million daily healow app users, the platform's growth signifies a shift towards more efficient patient engagement. eClinicalWorks continues to lead with impactful updates, making their conference a must-attend for healthcare IT professionals. #HealthcareIT #AIinHealthcare #eClinicalWorks #PatientEngagement #HealthTech #Innovation #DigitalHealth", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1689, "completion_tokens": 135, "total_tokens": 1824, "prompt_tokens_details": { "cached_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0 } }, "system_fingerprint": "fp_8bfc6a7dc2" }

Prompt Tokens - 1689
Completion Tokens - 135
Total Tokens - 1824

 

Focus on patients outcomes. #digitalhealth

BeKey - (Monday October 28, 2024) - BeKey/ Videos

The real focus should be on improving patient outcomes. #healthtech...

In today’s digital health landscape, enhancing patient outcomes must be our primary goal. By leveraging innovative health technologies, we can streamline care delivery, reduce errors, and foster patient engagement. Implementing data analytics and telehealth solutions not only empowers patients but also enables healthcare professionals to make informed decisions. Collaboration among stakeholders is crucial to drive these advancements and ensure that technology serves the ultimate purpose of improving health outcomes. Let’s prioritize patient-centered solutions in our healthcare IT strategies. #DigitalHealth #HealthTech #PatientOutcomes #HealthcareInnovation #Telehealth #DataAnalytics #PatientEngagement

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Prompt Tokens - 147
Completion Tokens - 115
Total Tokens - 262

 

How FirstHealth is improving outcomes with observation at home

Healthcare IT news - (Monday October 28, 2024) - Frequent Updates/ Healthcare IT News

Like most health systems across the United States, Pinehurst, North Carolina-based FirstHealth of the Carolinas has challenges with bed capacity and is always working on new and innovative ways to increase it in a...

FirstHealth of the Carolinas is transforming patient care with its Observation at Home (OAH) program, effectively addressing bed capacity challenges. By discharging stable patients to receive care at home, FirstHealth enhances patient access and satisfaction while reducing hospital readmission rates to under 10%. Utilizing telehealth via Epic and remote monitoring through Health Recovery Solutions, the program ensures continuous patient support. As Stephen Kapa emphasizes, simplicity and persistence in communication are key to success. This innovative approach not only improves outcomes but also allows patients to recover comfortably at home.#HealthcareInnovation #Telehealth #PatientCare #HealthIT #RemoteMonitoring #HomeHealth #PatientSatisfaction

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ANN4vd6zF1pCnoQhqkjMUycWfciQC", "object": "chat.completion", "created": 1730133621, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "FirstHealth of the Carolinas is transforming patient care with its Observation at Home (OAH) program, effectively addressing bed capacity challenges. By discharging stable patients to receive care at home, FirstHealth enhances patient access and satisfaction while reducing hospital readmission rates to under 10%. Utilizing telehealth via Epic and remote monitoring through Health Recovery Solutions, the program ensures continuous patient support. As Stephen Kapa emphasizes, simplicity and persistence in communication are key to success. This innovative approach not only improves outcomes but also allows patients to recover comfortably at home. nn#HealthcareInnovation #Telehealth #PatientCare #HealthIT #RemoteMonitoring #HomeHealth #PatientSatisfaction", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1918, "completion_tokens": 132, "total_tokens": 2050, "prompt_tokens_details": { "cached_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0 } }, "system_fingerprint": "fp_8bfc6a7dc2" }

Prompt Tokens - 1918
Completion Tokens - 132
Total Tokens - 2050

 

eClinicalWorks Unveils Transformative AI Enhancements

HIT Consultant - (Monday October 28, 2024) - AI/ Frequent Updates/ HIT Consultant

What You Should Know:– More than 4,000 healthcare professionals and staff from across the nation attended the 2024 eClinicalWorks and healow National Conference, where eClinicalWorks®, the largest ambulatory cloud EHR, unveiled a series of transformative AI-powered...

eClinicalWorks has unveiled groundbreaking AI enhancements at the 2024 National Conference, attended by over 4,000 healthcare professionals. Key innovations include AI-driven Revenue Cycle Management tools, automated appeals processes, and the healow Genie—an integrated AI contact center enhancing patient engagement. With a projected revenue of $1 billion in 2024, eClinicalWorks is committed to improving operational efficiency and patient experiences through advanced AI solutions. These developments not only alleviate physician burnout but also support value-based care initiatives, reaffirming the company's mission to transform healthcare collaboratively.#HealthcareIT #AIinHealthcare #EHR #PatientEngagement #HealthTech #DigitalHealth #ValueBasedCare

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ANShOFy8eYeqlXswSLNx539hZPI8k", "object": "chat.completion", "created": 1730155226, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "eClinicalWorks has unveiled groundbreaking AI enhancements at the 2024 National Conference, attended by over 4,000 healthcare professionals. Key innovations include AI-driven Revenue Cycle Management tools, automated appeals processes, and the healow Genie—an integrated AI contact center enhancing patient engagement. With a projected revenue of $1 billion in 2024, eClinicalWorks is committed to improving operational efficiency and patient experiences through advanced AI solutions. These developments not only alleviate physician burnout but also support value-based care initiatives, reaffirming the company's mission to transform healthcare collaboratively. nn#HealthcareIT #AIinHealthcare #EHR #PatientEngagement #HealthTech #DigitalHealth #ValueBasedCare", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 931, "completion_tokens": 135, "total_tokens": 1066, "prompt_tokens_details": { "cached_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0 } }, "system_fingerprint": "fp_8bfc6a7dc2" }

Prompt Tokens - 931
Completion Tokens - 135
Total Tokens - 1066

 

Is Patient Experience Marketing or Tech? – Healthcare IT Today Podcast Episode 152 | Healthcare IT Today

Healthcare IT Today - (Monday October 28, 2024) - Daily Reads/ Healthcare IT Today

For the 152nd episode of the Healthcare IT Today Podcast we are analyzing the patient experience to decide if it is marketing or tech! We kick this episode off on the marketing side of...

Is patient experience driven by marketing or technology? In Episode 152 of the Healthcare IT Today Podcast, we explore this critical question by dissecting the components of patient experience that fall under marketing versus those rooted in technology. We also examine whether the need to bridge these two domains impacts patient care quality. Highlighting successful examples from various organizations, this episode sheds light on effective strategies for integrating marketing and tech to enhance patient experience. Join the conversation and share your insights!#PatientExperience #HealthcareIT #HealthTech #DigitalHealth #HealthcareMarketing #PatientEngagement #Innovation

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ANLxZarNdgvSPMVbVQkcUxMGBwFdx", "object": "chat.completion", "created": 1730129321, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Is patient experience driven by marketing or technology? In Episode 152 of the Healthcare IT Today Podcast, we explore this critical question by dissecting the components of patient experience that fall under marketing versus those rooted in technology. We also examine whether the need to bridge these two domains impacts patient care quality. Highlighting successful examples from various organizations, this episode sheds light on effective strategies for integrating marketing and tech to enhance patient experience. Join the conversation and share your insights!nn#PatientExperience #HealthcareIT #HealthTech #DigitalHealth #HealthcareMarketing #PatientEngagement #Innovation", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 643, "completion_tokens": 113, "total_tokens": 756, "prompt_tokens_details": { "cached_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0 } }, "system_fingerprint": "fp_8bfc6a7dc2" }

Prompt Tokens - 643
Completion Tokens - 113
Total Tokens - 756

 

NHS to roll out radiology AI across 10 health trusts

Healthcare IT news - (Monday October 28, 2024) - AI/ Frequent Updates/ Healthcare IT News

A collaboration between the Artificial Intelligence Centre for Value-Based Healthcare, King’s College London and Guy’s and St Thomas’ National Health Service Foundation Trusts aimed at accelerating the adoption and deployment of radiology AI has...

Exciting developments in the NHS as radiology AI is set to roll out across 10 health trusts! This collaboration between the AI Centre for Value-Based Healthcare, King’s College London, and Deepc aims to tackle the 29% shortfall of clinical radiologists in the UK. With over 75 regulatory-approved AI tools, this initiative promises to reduce patient wait times and enhance diagnostic accuracy. As we navigate the complexities of legacy IT systems, this partnership represents a significant step toward integrating AI in healthcare. Let's embrace innovation for better patient outcomes! #HealthcareIT #AIinHealthcare #Radiology #NHS #DigitalHealth #HealthTech #PatientCare

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ANLpDYv2elUHvvDJiUmKUVSiY3Xrq", "object": "chat.completion", "created": 1730128803, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting developments in the NHS as radiology AI is set to roll out across 10 health trusts! This collaboration between the AI Centre for Value-Based Healthcare, King’s College London, and Deepc aims to tackle the 29% shortfall of clinical radiologists in the UK. With over 75 regulatory-approved AI tools, this initiative promises to reduce patient wait times and enhance diagnostic accuracy. As we navigate the complexities of legacy IT systems, this partnership represents a significant step toward integrating AI in healthcare. Let's embrace innovation for better patient outcomes! #HealthcareIT #AIinHealthcare #Radiology #NHS #DigitalHealth #HealthTech #PatientCare", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 993, "completion_tokens": 131, "total_tokens": 1124, "prompt_tokens_details": { "cached_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0 } }, "system_fingerprint": "fp_8bfc6a7dc2" }

Prompt Tokens - 993
Completion Tokens - 131
Total Tokens - 1124

 

Best Cybersecurity Practices for Patient Data Sharing in Healthcare | Healthcare IT Today

Healthcare IT Today - (Monday October 28, 2024) - Daily Reads/ Healthcare IT Today

The following is a guest article by Alexander Norell, Senior Director and Global Security Architect at VikingCloud One cannot overstate the benefits of data sharing in healthcare, which grows more prevalent as the years pass...

In the evolving landscape of healthcare, data sharing significantly enhances patient outcomes through integrated care systems. However, this increased connectivity also heightens cybersecurity risks, with 2023 witnessing a record number of data breaches. To safeguard sensitive patient information, healthcare organizations must adopt best practices such as robust encryption, role-based access controls, and regular audits. The shift to cloud technology further aids in securing patient data, offering improved encryption and compliance. Balancing data sharing with stringent cybersecurity measures is essential for protecting both patient information and organizational integrity.#HealthcareIT #Cybersecurity #DataProtection #PatientSafety #CloudComputing #HealthTech #DataSharing

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ANLxJ6BvqA7b7lXCjjeTfLuV8hlw6", "object": "chat.completion", "created": 1730129305, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the evolving landscape of healthcare, data sharing significantly enhances patient outcomes through integrated care systems. However, this increased connectivity also heightens cybersecurity risks, with 2023 witnessing a record number of data breaches. To safeguard sensitive patient information, healthcare organizations must adopt best practices such as robust encryption, role-based access controls, and regular audits. The shift to cloud technology further aids in securing patient data, offering improved encryption and compliance. Balancing data sharing with stringent cybersecurity measures is essential for protecting both patient information and organizational integrity. nn#HealthcareIT #Cybersecurity #DataProtection #PatientSafety #CloudComputing #HealthTech #DataSharing", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1715, "completion_tokens": 127, "total_tokens": 1842, "prompt_tokens_details": { "cached_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0 } }, "system_fingerprint": "fp_8bfc6a7dc2" }

Prompt Tokens - 1715
Completion Tokens - 127
Total Tokens - 1842

 

AI Washing in Healthcare: How to Identify and Avoid Empty Promises

HIT Consultant - (Monday October 28, 2024) - AI/ Digital Health/ Frequent Updates/ HIT Consultant

Dr. Hugh Cassidy, Head of Artificial Intelligence and Chief Data Scientist at LeanTaaSThe costs of care are rising, and with them, the pressure on healthcare systems to manage resources effectively. Between 2019 and 2022...

In the evolving landscape of healthcare, the promise of AI is often overshadowed by the risk of "AI washing," where vendors exaggerate their capabilities. To navigate this complex market, healthcare leaders must prioritize a rigorous vetting process. Key considerations include evaluating the expertise of the vendor's team, assessing their track record through case studies, ensuring data quality and transparency, and confirming compliance with security regulations. By focusing on these factors, organizations can distinguish genuine AI solutions from mere marketing hype, ultimately enhancing operational efficiency and patient care. #HealthcareIT #ArtificialIntelligence #AIwashing #DataGovernance #HealthTech #Innovation #PatientCare

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-ANNhp0d9gBlq2e6Jm7LviRdORXsjv", "object": "chat.completion", "created": 1730136033, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the evolving landscape of healthcare, the promise of AI is often overshadowed by the risk of "AI washing," where vendors exaggerate their capabilities. To navigate this complex market, healthcare leaders must prioritize a rigorous vetting process. Key considerations include evaluating the expertise of the vendor's team, assessing their track record through case studies, ensuring data quality and transparency, and confirming compliance with security regulations. By focusing on these factors, organizations can distinguish genuine AI solutions from mere marketing hype, ultimately enhancing operational efficiency and patient care. #HealthcareIT #ArtificialIntelligence #AIwashing #DataGovernance #HealthTech #Innovation #PatientCare", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1722, "completion_tokens": 126, "total_tokens": 1848, "prompt_tokens_details": { "cached_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0 } }, "system_fingerprint": "fp_8bfc6a7dc2" }

Prompt Tokens - 1722
Completion Tokens - 126
Total Tokens - 1848

 

I am an experienced healthcare executive with over 15 years of deep clinical and informatics expertise in the design, development, implementation and support of complex healthcare solutions. Beginning my career as a cardiologist, I understand the needs of clinicians and the nature of their work.