Most Impressive Women Leaders Revamping the Future of Healthcare Industry, 2024

Issue :10 | 2024

Addressing Challenges and Promoting Equity in Healthcare Empowering Women in Healthcare Optimizing ai for health Enquiry

MOST

IMPRESSIVE

WOMEN

LEADERS REVAMPING THE FUTURE OF

HEALTHCARE

Norina Gâvan

Founder Podiatry Association

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INDUSTRY, 2024

Editor in chief Robert Patrick

Contents Managing Editor : Smith Collins

Design Visualizer : Jack Thomas Arts & Design Director : Adam Jones Associate Designer : Erick Williams

Sales Senior Sales Manager : Scott M Marketing Manager : Andrew T Sales Executive : Mark Davis

Technical Victor Anderson

SME- SMO Research Analyst : Henry Martinez SEO Executive : Daniel Lee

Circulation Manager Alexander Nelson

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Editorial Note Leading the Way: Women Shaping the Future of Healthcare

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he ever-evolving field of healthcare, women leaders is taking a transformative force, reshaping the industry with innovation and commitment to care. It is their influence that extends beyond the traditional roles, incorporating healthcare systems with fresh strategies. Thus we navigate the complex healthcare challenges, as it becomes increasingly evident how women leaders are at the forefront of future of healthcare.

One of the notable contributions of women leaders in healthcare is the emphasis on patient-centric method. Here healthcare is all about people and these leaders prioritize empathy in their decision-making ability. Thus by placing patients at the center, the aim is at improving access to care and fostering meaningful relationships. It is their not just

about holistic approach but medical needs that considers the social determinants of health at all community levels.

Also women leaders in healthcare are the catalysts for innovation, they bring along diverse skill sets to the table, pushing boundaries of treatment methodologies. Thus these leaders are propelling the healthcare industry forward. Thus by leveraging cutting-edge technologies, they are embracing healthcare delivery, making it more efficient and personalized.

More importantly, women leaders are the champions of equity, and inclusion within the healthcare workforce. By advocating for gender parity these women recognizes the value of diverse voices, and equal opportunities for advancement. All in all by fostering inclusive work environment, these women cultivate a vibrant ecosystem where everyone flourishes. It is their commitment towards diversity that enhances organizational performance and ensures that healthcare systems reflect the societies they serve.

Taking all these into consideration we at CIO Business World is reshaping the future of healthcare with our upcoming edition – Most Impressive Women Leaders Revamping the Future of Healthcare Industry, 2024. Through this edition you'll witness stories of visionary leadership, innovative spirit, and unwavering dedication to serving others. Their impact is far-reaching not just the way healthcare is delivered but the values that underpin the industry. As we look forward, it is clear that the rise of women leaders will be instrumental to drive positive transformation for generations to come.

Finally, women leaders are driving sustainability in healthcare systems, recognizing the importance of environmental stewardship in safeguarding public health. They are the real champion in environmentally friendly practices, like reducing waste, promoting energy, and embracing eco-friendly technologies. Thus by embracing sustainability, the women leaders are not just reducing cost but also contributing to the long-term health and well-being of future generations.

Cover Story

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Norina Gâvan

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Addressing Challenges and Promoting Equity in Healthcare Empowering Women in Healthcare Optimizing ai for health Enquiry

BUSINESS PROFILE

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Cassandra Ruela

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COVER STORY

Founder Podiatry Association

N ina Gâvan Norina's Journey in Shaping Foot Healthcare in Romania

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n the heart of Eastern Europe where healthcare landscapes are continuously evolving, Norina Alinta Gâvan emerges as a groundbreaker in the field of podiatry. Her profession is within the medical sciences dedicated to research, prevention, diagnosis, and treatment of deformities, pathology, and injuries of the foot and related structures.

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While she acknowledges that she may not speak of a dream per se, Norina is vocal about her mission and target—to advance podiatry in Romania. Faced with a scarcity of podiatrists and a lack of conditions compliant with international standards for specialized care, individuals at risk of diabetic foot complications often lack the proper preventive and treatment measures.

Recognizing the crucial need for specialized foot healthcare, Norina harnessed her connections and, alongside a dedicated group of friends, founded the Podiatry Association in April 2015. Her mission was clear – to advance foot medical care and establish the profession of podiatry in Romania.

She extends her mission beyond diabetes, acknowledging the broader neglect of foot care in various health conditions.

In response, she has taken proactive steps to contribute to the enhancement and potential resolution of this widespread issue, aiming to improve the overall health and well-being of individuals grappling with foot-related health problems.

From her early initiatives to the official recognition of podiatry as a medical profession in Romania, Norina's story exemplifies resilience, vision, and a continuous pursuit of progress in healthcare. Now she is the Honorary President of the Romanian Podiatry Association and founding member of the Diabetic Neuropathy Society – Neurodiab in Romania.

A Podiatrist's Journey to Establishing a Vital Healthcare Field in Romania

She has memberships in International Federation of Podiatry, European Council of Podiatry, DFoot International, Royal College of Podiatry London, and European Association for Study of Diabetes. She is often invited as speaker in international conferences, she is coauthor in research articles, and peer-reviewer for international journals and congresses.

In Romania, the absence of podiatrists, specialists specifically trained in medical foot care, presents a significant challenge. Diabetologists, who primarily care for individuals with diabetes, face constraints in time and resources due to the overwhelming number of diabetes patients and broader systemic issues within the healthcare system.

Pioneering Podiatry for Healthier Lives in Romania

This dearth of dedicated professionals has resulted in a notable gap in specialized healthcare, leaving those with diabetes without crucial expertise for comprehensive care and prevention. Recognizing this pressing need, Norina undertook the mission of advocating for the establishment and recognition of podiatry as a vital field in Romania.

Norina is a passionate advocate for health and a firm believer in the transformative power of ideas. Guided by the values of health promotion, her professional and personal pursuits have been dedicated to creating impactful projects.

With a strong conviction in the necessity of health and health education to enhance healthcare systems, she addresses the pressing issue of diabetes, a condition affecting 1 in 10 people globally.

To address this challenge, she championed the establishment of the Podiatry Association—an unprecedented initiative in Romania. This organization aims to cultivate a culture of foot care within the general population and, more specifically, among individuals with diabetes. It also stands as the first organization dedicated to the education, training, and preparation of future podiatry specialists in the country.

Diabetes, particularly diabetes-related foot diseases, poses a critical complication with substantial social and economic ramifications for healthcare systems worldwide. The prevalence of foot ulcerations in individuals with diabetes exceeds 6%, equating to approximately 33 million people globally grappling with diabetic foot ulcers. Norina recognizes the urgent need for specialized care and education to address this global health challenge.

Through various programs and with the support of dedicated individuals who shared the mission, the Podiatry Association has actively engaged with governmental authorities in the public healthcare sector and the academic realm. The primary goal has been to demonstrate the necessity of integrating podiatry into the public healthcare system, emphasizing its broad-reaching benefits for the entire population, regardless of age. This emphasis holds

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particular significance for individuals with diabetes, contributing to an improved quality of life for all and, importantly, fostering societal and economic well-being for Romania as a whole.

Program - UNITED" focuses on updating the professional training of family doctors (general practitioners) to reduce amputations and enhance the quality of life for individuals with diabetes.

Transformative Recognition and Advocacy in Romanian Healthcare

Norina's Vision for Transformative Education in Romania

The official recognition of podiatry as a medical profession in Romania stands as a momentous achievement, signaling the fulfillment of dedicated efforts and advocacy to address a critical gap in healthcare. Spearheaded by the Podiatry Association, this accomplishment not only enhances the well-being of individuals, particularly those with diabetes, but also contributes to the broader healthcare landscape.

Norina firmly believes in the transformative power of education for societal progress and individual well-being.

As an advocate for quality education, she recognizes its role as a fundamental pillar in shaping the future of podiatry professionals in Romania. Education, in her view, extends beyond imparting technical skills; it instills a profound understanding of the crucial link between foot health and overall well-being.

The association's unwavering commitment and perseverance navigated complex healthcare systems, securing the necessary support for podiatry's recognition.

This milestone brings increased visibility to foot care, especially for those with diabetes, through heightened media attention, fostering a broader understanding of podiatry's crucial role in preventive healthcare. Ultimately, the acknowledgment of podiatry reflects a collective commitment to comprehensive healthcare, positively impacting lives across the nation.

Impact on Diabetic Foot Care in Romania The establishment of the Podiatry Association in Romania garnered international acclaim, receiving substantial support from healthcare professionals globally, particularly those with a keen interest in diabetic foot care and podiatry.

Collaborating with international groups provided valuable insights into the organizational structures of healthcare professionals worldwide. Securing support from professionals involved in diabetes care was pivotal, leading to the initiation of the first official training in diabetic foot care for various medical practitioners and nurses, a program recognized by the Ministry of Health. The milestone moment arrived in late 2018 with the official recognition of the podiatry profession by the Ministry of Labor and Social Justice. Subsequently, a series of impactful events, conferences, educational initiatives, and free consultation campaigns were launched. Notable programs include the "Summer School on Diabetic Neuropathy and Diabetic Foot" and the "National Congress on Diabetic Neuropathy and Diabetic Foot," offering accredited courses aimed at enhancing diabetic foot care skills for nurses, medical assistants, and physiotherapists. Additionally, the "Unique Diabetic Neuropathy and Diabetic Foot Education

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Norina emphasizes the importance of continuous professional development, achieved through workshops and conferences, as a means to stay abreast of the latest advancements and effectively address emerging healthcare challenges. She sees a robust education system as the cornerstone for nurturing skilled and compassionate podiatry professionals who can significantly contribute to improving the health of individuals, especially those vulnerable, such as those with diabetes. In her vision, education serves as the key to a brighter and healthier future for podiatry in Romania, with a positive ripple effect on the broader healthcare landscape.

Norina's Professional and Personal Commitment Norina's encounter with the impact of diabetes and its complications, particularly diabetic neuropathy and footrelated issues, has been both professional and personal.

Engaged in health promotion projects, she actively fights against the formidable challenges posed by diabetes, a disease with severe consequences such as diabetic neuropathy and foot complications. In Romania, the prevalence of ulcers and amputations due to diabetes remains alarmingly high.

In 2021, a study conducted in Cluj-Napoca, under Norina's direction, sought to understand the economic implications of ulcerations and amputations on the hospitalization costs of diabetes patients. With over 1.2 million Romanian adults affected by diabetes, a number expected to rise, the study revealed a stark reality—patients with ulcers and amputations incurred significantly higher costs, over 40% more than their counterparts without such complications.

This sheds light on the substantial economic burden that

diabetic foot issues place on the Romanian public healthcare system. She emphasizes the urgent need for health policies and strategies aimed at enhancing prevention and care in the realm of diabetic foot issues.

Integrating Technology and Compassion for Advanced Podiatric Care Norina underscores the transformative potential of cuttingedge technologies in revolutionizing diagnostic accuracy, treatment approaches, and healthcare outcomes within podiatry. While embracing advancements like 3D scanning, augmented reality, and telemedicine for more precise assessments and accessible healthcare, she emphasizes the continued importance of a patient-centered approach and personalized care. Recognizing the pivotal role of individuals with diabetes in managing their health, especially concerning diabetic foot issues, she envisions the integration of wearable devices and smart sensors for continuous monitoring. These technologies, combined with data analytics and artificial intelligence, promise to offer valuable insights, optimize preventive care strategies, and enhance overall patient outcomes in podiatric practices.

A Vision for Growth in Central and Eastern Europe Recognizing the social need and professional demand, there is a confident belief that podiatry can be successfully developed in Central and Eastern Europe. To foster this development, crucial steps involve expanding academic education, increasing public awareness about foot health, investing in research and innovation, collaborating with healthcare systems, fostering networking through professional associations, ensuring service accessibility and affordability, advocating for policy recognition, and engaging in international collaboration. This holistic approach addresses educational, societal, and healthcare system aspects, contributing to the integration and advancement of podiatry for the overall health and wellbeing of the population.

In 2023, the updated version of the IWGDF Guideline on the prevention and management of diabetes-related foot diseases was launched, providing recommendations for foot care in people with diabetes. The Association for Podiatry, along with dedicated doctors involved in diabetes care, is actively translating the entire guideline into Romanian. The goal is to complete this translation by March 2024, with a national launch planned in Romania. However, successful implementation of the guideline requires a national strategy,

widespread acceptance, clear plans, and monitored investments by authorities. Economic barriers should not serve as an excuse, emphasizing the urgency to move from discussions to practical application for the benefit of the population.

Testimonials: “Having had the privilege of working closely with Dr. Norina Gâvan in the past several years, I can attest to her exceptional dedication to the field of podiatry. She has played a pivotal role in the legislative aspects of the podiatry profession and, moreover, she has been instrumental in nurturing and mentoring the next generation of podiatrists. Colleagues from all around the world admire her passion as well as respect her knowledge and wisdom”.

(Daniel Aharon Weisz, President of International Federation of Podiatrists) Norina Gâvan has contributed to health care throughout her career. She has been the voice for Podiatry in her country for several years making collaborations with various countries and lead experts to try to introduce this much needed profession in her country. With years of success, professionalism, experiences, challenges, commitment and leadership, Norina Gâvan continues to strive hard to achieve her dream of introducing the Podiatric Education”.

(Prof. Cynthia Formosa PhD, Associate Professor Podiatry Department, Faculty of Health Sciences Mater Dei Hospital, University of Malta) “Dr. Norina Gâvan had pioneered the development of podiatry and the implementation of conservative management of the diabetic foot complications in Romania.

This is highly relevant, as diabetic foot complications, particularly the diabetic foot ulcers, a consequence of diabetic neuropathy, are a leading cause of nontraumatic amputations in people with diabetes. The American Diabetes Association is promoting and working to broadly implement a team approach in the management of people with diabetes and foot complications, and podiatrists are critical team members”.

(Rodica Pop-Busui MD, PhD - President, Medicine and Science, The American Diabetes Association)

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Addressing Challenges and Promoting Equity in Healthcare

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n the pursuit of universal health coverage and equitable access to quality care, numerous challenges persist, posing significant barriers to health and well-being for millions around the world. From socioeconomic disparities to systemic inequities, these challenges demand urgent attention and concerted efforts to ensure that everyone has the opportunity to attain the highest level of health possible.

Addressing these challenges and promoting equity in healthcare requires a multifaceted approach that addresses the root causes of disparities while advocating for policies and practices that prioritize fairness, inclusivity, and social justice.

One of the foremost challenges in healthcare equity is the pervasive impact of socioeconomic factors on health outcomes. Income inequality, lack of access to education, employment opportunities, and safe housing all contribute to disparities in health status and access to care. To address these challenges, it is essential to adopt social determinants of health approach that recognizes the interconnectedness of social, economic, and environmental factors with health outcomes. By investing in social programs, poverty alleviation initiatives, and community-based interventions, we can mitigate the effects of socioeconomic disparities and create environments that support health and well-being for all.

Additionally, systemic inequities within healthcare systems perpetuate disparities in access to care, treatment outcomes, and quality of services. Discrimination, bias, and cultural incompetence often result in marginalized populations receiving substandard care or being excluded from healthcare altogether. To promote equity in healthcare, it is imperative to address these systemic inequities through policy reform, cultural competency training, and the implementation of anti-discrimination measures. By fostering inclusive healthcare environments that respect the dignity and rights of all individuals, we can ensure that everyone receives care that is respectful, responsive, and of the highest quality.

Furthermore, geographic disparities in healthcare access present significant challenges to achieving equity in health outcomes. Rural and underserved communities often lack adequate healthcare infrastructure, including hospitals, clinics, and trained healthcare professionals. As a result, residents of these areas face barriers to accessing essential healthcare services, leading to poorer health outcomes and increased mortality rates. To address these disparities, it is essential to invest in rural healthcare infrastructure, expand access to telemedicine and mobile health services, and incentivize healthcare professionals to practice in underserved areas. By ensuring that everyone, regardless of where they live, has access to timely, affordable, and culturally appropriate care, we can narrow the gap in health outcomes and promote equity in healthcare delivery.

Moreover, addressing challenges and promoting equity in healthcare requires a commitment to data-driven decisionmaking and evidence-based interventions. Collecting and analyzing disaggregated health data allows us to identify disparities, monitor progress, and tailor interventions to address the specific needs of different populations. By investing in health information systems, strengthening health surveillance, and conducting research on health disparities, we can develop targeted strategies to promote equity in healthcare and improve health outcomes for all.

In conclusion, addressing challenges and promoting equity in healthcare is a complex but essential endeavor that requires collaboration, innovation, and unwavering commitment from governments, healthcare providers, civil society organizations, and communities alike. By addressing the root causes of disparities, addressing systemic inequities, expanding access to care, and leveraging data and evidence to inform decision-making, we can create a future where everyone has the opportunity to live a healthy and fulfilling life, regardless of their background or circumstances.

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ARTICLE

Empowering W

Healthcare

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Women in I

n every corner of the globe, women play indispensable roles in healthcare, serving as caregivers, clinicians, researchers, administrators, and leaders. Despite their significant contributions, gender disparities persist within the healthcare industry, hindering the full realization of their potential and the delivery of equitable care.

Empowering women in healthcare is not only a matter of justice and equality but also a strategic imperative for driving change, innovation, and progress in the field.

At the heart of empowering women in healthcare lies the recognition of their inherent value and expertise. Women bring unique perspectives, skills, and experiences to the table, enriching the fabric of healthcare delivery and decision-making. By leveraging their diverse talents and insights, healthcare organizations can foster creativity, enhance problem-solving capabilities, and drive innovation across the continuum of care. From developing cutting-edge treatments to designing patient-centered interventions, women are at the forefront of driving transformative change in the healthcare landscape.

Empowering women in healthcare also entails dismantling systemic barriers that impede their advancement and leadership opportunities. Gender bias, discrimination, and structural inequities persist in many healthcare settings, limiting women's access to leadership roles, career advancement, and professional development opportunities.

Addressing these challenges requires a multifaceted approach, including proactive policies, mentorship programs, and organizational culture shifts that promote inclusivity, diversity, and equal representation. By creating environments where women feel valued, supported, and empowered to excel, healthcare organizations can unlock their full potential and drive positive change at all levels.

worldwide. Women's health encompasses a broad spectrum of issues, including reproductive health, maternal care, chronic diseases, and mental health, among others. By amplifying women's voices and perspectives in healthcare decision-making, we can ensure that policies, programs, and services are responsive to their needs and experiences.

Empowered women in healthcare are powerful advocates for gender-sensitive approaches, promoting access to comprehensive care, reproductive rights, and health education initiatives that empower women to make informed decisions about their health and well-being.

Empowering women in healthcare also holds the key to fostering a more inclusive and equitable workforce. By breaking down barriers to entry and advancement, we can cultivate a healthcare workforce that reflects the diversity of the populations it serves. This diversity not only enhances cultural competence and responsiveness but also drives innovation and excellence in care delivery. Moreover, empowered women leaders serve as role models and mentors, inspiring the next generation of women healthcare professionals to pursue their passions and realize their full potential in the field.

In conclusion, empowering women in healthcare is essential for driving change, innovation, and progress in the industry.

By recognizing and addressing gender disparities, dismantling systemic barriers, amplifying women's voices, and fostering inclusive workplaces, we can harness the full potential of women in healthcare to create a healthier, more equitable world for all. As we continue our efforts to empower women in healthcare, let us reaffirm our commitment to gender equality, diversity, and inclusion, recognizing that the empowerment of women is not only a moral imperative but also a strategic imperative for advancing the future of healthcare.

Furthermore, empowering women in healthcare is essential for addressing the unique health needs of women and girls

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The Inspiring Leadership of Cassandra Ruela in the Health Sector

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hatever you wish for emotionally, you have to give first, and only then you get. Cassandra Ruela, a trailblazer in the healthcare industry, is embarked on her journey with the same thought, making her way as an Executive Director of Paramount Wellness Retreat.

Overcoming age-related challenges, Cassandra's leadership has been instrumental in establishing and growing this innovative substance abuse addiction treatment facility. Her vision extends beyond her current role, aspiring to contribute to the integration of medical and behavioral health in healthcare's next transformative phase.

Cassandra's impactful leadership exemplifies the convergence of clinical expertise and executive acumen, shaping the future of wellness and recovery. In order to get more from her, we at CIO Business World interviewed her to know more about her life story.

Below are the highlights of the interview: Brief our audience about your journey as a business leader until your current position at Paramount Wellness Retreat What challenges have you had to overcome to reach where you are today?

Beginning as an unlicensed clinician in 2013, I worked within residential and outpatient programs while wanting to move forward in my career. In 2017, I took on the role of a leader at CT Renaissance's outpatient clinic, working to impart my priority of client care to my clinicians. From 2017 to 2021, I held the positions of Lead Clinician, Clinical Supervisor, Program Director, Dual Program

Director and finally, Assistant Director of Clinical Outpatient Services, prioritizing staff development, revenue growth, and service expansion. In May of 2023, my journey led me to become the Clinical Director of Paramount Wellness Retreat, where I successfully established a residential facility from scratch. Being a part of a start-up with such significance placed on client care was ideal. In July of 2023, I was promoted to the role of Executive Director of Paramount Wellness Retreat. My age has always been a challenge for me to overcome. I am 33 years old and an Executive Director in my field. I had to learn early in my career to ignore the people who would tell me that I'm too young and that I need to “wait my turn.” My turn is when I decide it is and believing in myself to do these things, no matter my age, is how I have become the person I am and the role model I want my kids to look up to.

Tell us something more about Paramount Wellness Retreat. and its mission and vision.

Paramount Wellness Retreat is a 3.7 and 3.5 level of care for substance abuse addiction treatment. Our mission statement is “Care with Purpose.” With a low staff-topatient ratio of 1.5:1, our clinicians and providers can offer an unmatched level of care and attention to every patient.

Individualized treatment programs are developed for everyone and will incorporate a variety of industry-leading and alternative modalities. Our focus is on healing the whole person and not just alleviating the symptoms of the disorder. We pair evidence-based therapy with holistic programming, recovery coaching, and therapy dogs to allow guests to determine their own best path to recovery.

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The next change in healthcare is the imperative integration between medical and behavioral health. It is unacceptable that providers do not collaborate in the way that they should, and it needs to be rectified as immediately as possible. PWR guests have daily access to our Medical Director, PA, and/or APRN and our nursing staff is in unit 24/7. Additionally, PWR just partnered with Poplar Wellness and rolled out a wearable device for all detox clients to wear (a watch) 24/7. This feeds vital signs to our monitor in the nursing station and allows our team to monitor any changes in real-time. This type of integration is just the beginning, and I am dedicated to being a frontrunner in collaboration.

How have you made an impact in the Healthcare industry? Any impact on any industry is a result of many small steps that someone has taken.

How do you build and manage a motivated and effective team?

One of my significant supervisors said something to me once that I have never forgotten: “If you never make a mistake, it means you have never tried to make things better.” I believe that fostering a team that understands that perfection is not the goal is the key to allowing people the grace to be human. If my team feels that they can make mistakes without judgement, then my team will bring me new and innovative ideas to make things more efficient and effective. Will they all be killer ideas? No. But will my team be filled with independent thinkers? I really hope so.

Where do you envision yourself to be in the long run, and what are your future goals for Paramount Wellness Retreat?

In the long run, I plan to remain Executive Director for Paramount Wellness Retreat and finish my book outlining my challenges I have faced with the glass ceiling (gender and age) and providing therapy in a non-confirmative way.

Additionally, I plan to move toward an adjunct professor role when my children are old enough. If I had my way, Paramount would continue to expand until we couldn't do it anymore. Our philosophy and team should be accessible to all who struggle with addiction and want an innovative approach to their wellness!

What, according to you, could be the next big change in the Healthcare? How is Paramount Wellness Retreat preparing to be a part of that change?

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In venturing into this role, I have made many small changes that I believe will help those who come after me. I hope that continuing to push into leadership in this realm will allow the next generation to continue to push no matter their gender or age. Currently, I am in a position where I lead a medical level of care and a clinical level of care in the same building.

Being the Executive and Clinical Director of PWR, I work closely with our Medical Director, Director of Nursing, and our Chief Executive Officer. Allowing these roles to meet with my role as the catalyst inspires collaboration between realms of the Healthcare industry and demonstrates how much stronger the results can be.

What would be your advice to budding entrepreneurs who aspire to venture into the health care sector?

My advice is to not allow your education or other professionals to dictate what path you can take. I never pictured myself being a leader in an agency, corporation, or the field because it was always dictated to me that as a Licensed Professional Counselor, I could only be a therapist. If I had bought that information, I would never be in a position where I can be a therapist and an executive at the same time. Additionally, I would tell anyone that you can be a working woman who has it all. I have an incredibly rewarding job, a husband, three kids (3 and under!) and am working on a book. Find yourself a partner, a family, a team that can support your goals. I would tell them that they aren't wrong for wanting more, even if they already have the most.

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The 5 Key Ingredients Optimizing AI for health Enquiry:

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rtificial intelligence (AI) holds tremendous potential to improve healthcare and public health outcomes.

But if not developed thoughtfully with equity in mind, AI risks exacerbating disparities. Here are five things to know about ensuring AI promotes health equity: AI can reveal healthcare disparities.

By analyzing large, diverse health datasets, AI systems can uncover differences in access, treatment, and outcomes across demographics that may otherwise go unnoticed. For example, an algorithm may find racial disparities in cardiac care by mining electronic health records. These insights allow targeting of solutions to disadvantaged groups.

AI models can perpetuate bias.

Because AI learns from data, models trained on historically biased datasets may disproportionately misdiagnose, underserve, or negatively impact marginalized populations.

Studies have found automated systems that exhibit gender and race bias. Ongoing bias monitoring and mitigation is crucial throughout development and use.

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Human-AI collaboration can counteract bias.

AI systems that combine human expertise with machine learning not only improve performance but help address algorithmic bias. Humans provide context and equity, while AI adds speed and scale. This balanced approach prevents marginalized groups from being overlooked.

Diversity in data and teams enables equity.

To develop equitable AI, diverse real-world data and perspectives are needed. Inclusive data collection and having representative teams involved in design, validation, and evaluation helps build sensitivity to different populations into systems.

Post-deployment audits uphold fairness.

Ongoing testing for discrimination and regular algorithmic impact assessments after implementation are key to ensuring AI fairness in practice. This allows prompt identification and correction of emergent biases as systems are used in changing real environments.

The increasing use of AI in medicine holds vast potential to improve care, but thoughtfully embedding equity considerations through its development and application is crucial to truly benefitting all patients. This requires conscientious effort, but the rewards will be more informed, just, and compassionate healthcare for

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