Rajat Shukla

An Integrated Data Review Plan streamlines the clinical trial process by eliminating redundant data reviews, establishing clear quality objectives, and minimizing the overall burden of data review. #clinical #clinicaltrials #clinicalresearch #biometrics #statistician #data #healthcare #rbqm #rbm #innovation #sasprogrammers

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With a high disease burden of Tuberculosis in India, it would be interesting to see the developments in this space. Especially whether clinical design outlays plans of having sites in India in collaboration with National Institute of Tuberculosis and respiratory diseases & the cost of diagnosis if approved. #Tuberculosis #Healthcare #Medicaldiagnostic

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🚀 Delighted to brag that I have successfully completed the Wharton certificate: 𝑫𝒓𝒊𝒗𝒊𝒏𝒈 𝑺𝒕𝒓𝒂𝒕𝒆𝒈𝒊𝒄 𝑰𝒏𝒏𝒐𝒗𝒂𝒕𝒊𝒐𝒏: 𝑳𝒆𝒂𝒅𝒊𝒏𝒈 𝑪𝒐𝒎𝒑𝒍𝒆𝒙 𝑰𝒏𝒊𝒕𝒊𝒂𝒕𝒊𝒗𝒆𝒔 𝒇𝒐𝒓 𝑰𝒎𝒑𝒂𝒄𝒕! 🎓 A strategy that never leaves the drawing board is worthless. A strategy that fails to make an impact is meaningless. It takes vision, skills, and strong partnerships to overcome these challenges. The more you learn, practice with experienced coaches, and collaborate with industry experts, the more prepared and confident you become in building and executing strategies that truly make a difference. Throughout this journey, that is a part of my ongoing Wharton Executive Education Chief Technology Officer (CTO) Program, I have gained invaluable insights: 🔍 Methods for driving strategic initiatives, balancing exploration and exploitation within organizations, and developing partnerships to commercialize technological products. 🌐 How organizational ecosystems and open innovation for strategic initiatives can drive successful development in organizations. 💡 How large organizational initiatives can have an impact on areas outside the organization itself. A big thank you to the esteemed faculty and my fellow cohort members for their invaluable contributions and discussions. Looking forward to applying these insights to create impactful initiatives and drive sustained growth in the industry. #DeliverDeliverDeliver #DontKeepOnPaper #Wharton #StrategicInnovation #Leadership #ContinuousLearning #ProfessionalGrowth Wharton Executive Education | CTO Program Wharton Executive Education

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"Thank you Entraine for organizing this insightful session! I was excited to share my thoughts on leveraging advanced technologies to drive efficiency and growth at Sai Life Sciences Ltd. #Innovation #TechTransformation"

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Our goal is to improve the lives of people through healthcare, which means we are always trying to find new ways to improve systems. Recently, eClinicalWorks unveiled their newest AI-powered technology that promises to improve patient care, streamline operations, and improve efficiency. A major healthcare trend in 2025 will be the digitization of healthcare processes — what’s your take? #DigitalCare #Healthcare #PatientCare

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🎉I've earned yet another certificate "𝑳𝒆𝒂𝒅𝒊𝒏𝒈 𝒂 𝑻𝒆𝒄𝒉𝒏𝒐𝒍𝒐𝒈𝒚-𝑫𝒓𝒊𝒗𝒆𝒏 𝑶𝒓𝒈𝒂𝒏𝒊𝒛𝒂𝒕𝒊𝒐𝒏", part of the prestigious Wharton Executive Education | CTO Program 🚀 Tech-driven organizations—those for which technology is a fundamental part of their operation—are known for their ability to move quickly and innovate. Unlike other sectors, those who lead tech-driven organizations also face unique challenges, from the characteristics of their workforce and culture to the uncertainty created by the technology itself, which they don’t typically own or have the ability to contain internally. As such, effectively leading a tech-driven organization requires an external focus in terms of how employees and teams operate. Thank you, Wharton faculty, industry experts, and my cohort classmates for your tutoring, guidance, and collaboration throughout this journey. #Wharton #TechnologyAcceleration #Leadership #ContinuousLearning #ProfessionalGrowth Wharton Executive Education | CTO Program Wharton Executive Education

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🌍 Everyone deserves a chance at a healthy life. But who you are, where you were born, or how much you earn, can determine how healthy you are. 💻 Data and health technologies like AI are powerful tools that can help address inequities by identifying communities that need better care, guiding healthcare resources toward them, and improving the quality of care received. 🤝 Partnerships play a pivotal role in bringing the skills and resources of the public and private sectors together to work with communities. To hear more, watch the video from our Head of Global Policy, Advocacy and Health Equity, Stefan Weber. #WHS2024 #HealthEquity #Interconnectedhealth

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Did you know that GenAI can reduce patient enrolment times from 40 minutes to just 5? Through automated case generation, GenAI is helping healthcare providers- ·       Streamline patient support programs ·       Focus more on delivering quality care  This technology enhances efficiency, speeds up enrolment, and improves the overall patient experience.   https://lnkd.in/dt53girF

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Just finished the course “Ethics in the Age of Generative AI” by Vilas Dhar! Check it out: https://lnkd.in/ga2M-QW5 #responsibleai #generativeai #computerethics.

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Over the past two decades, the healthcare landscape has evolved significantly, marked by a surge in diverse data sources and an expansion of therapeutic choices. Stakeholders, including patients, healthcare providers, and payers, now seek and utilize complex information with a higher level of sophistication. This proliferation of data has led to increased expectations and demands for more intricate knowledge from all involved. Transforming medical leadership beyond traditional roles is essential in light of these changes. Diversification of expertise, development of business acumen, and a revised approach to measuring performance will be key for this transformation. #HealthcareLeadership #MedicalInnovation #DataTransformation #medicalaffairs

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Utilizing Data Analytics to Enhance Patient Outcomes Data analytics holds tremendous potential to revolutionize patient outcomes in the healthcare industry. By harnessing the power of data, we can derive crucial insights that lead to better decision-making and improved patient care. Through the use of advanced data models and analytics, we can identify trends, predict patient needs, and optimize treatment plans. This improves the efficiency of healthcare delivery and ensures that patients receive the most effective care tailored to their unique needs. One of the industry's key challenges is integrating diverse data sources while upholding strict privacy and security standards. However, the rewards of overcoming these challenges are substantial. Improved patient outcomes, reduced costs, and a more proactive approach to healthcare are just a few of the benefits. As we continue to innovate and enhance analytics capabilities, the future of healthcare looks promising, with data playing a pivotal role in shaping it. How is your organization utilizing data analytics to improve patient outcomes? #DataAnalytics #PatientOutcomes #HealthcareInnovation

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Patient access for a "buy and bill" drug in the US typically involves several steps and stakeholders, including healthcare providers, payers, pharmacies, and patients themselves. Here are the steps on how patient access works: 1. Prescription by Healthcare Provider 2. Insurance Coverage Verification 3. Dispensing at Pharmacy 4. Prior Authorization (if required) 5. Reimbursement and Payment 6. Patient Pickup or Delivery 7. Patient Adherence and Monitoring 8. Continued Coverage and Reauthorization Overall, patient access to buy and bill drugs in the US involves coordination among multiple stakeholders to ensure timely access to necessary medications while navigating insurance coverage, reimbursement, and regulatory requirements. #PatientAccess #MarketAccess

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As I explained in my last post, Machine Learning models are "trained" on historical data. However, the "extent" to which these models have to be trained is not an exact science. Let me explain 2 issues that have to be taken care off, with a healthcare related analogy, for folks with a life-science background to understand - 1. Underfitting: The One-Size-Fits-None Scrubs Imagine a hospital where all the doctors and nurses have to wear the same set of scrubs, regardless of their body size or shape. Now, these scrubs are so loose that they fall off easily and offer little to no protection. This situation is like underfitting in machine learning. Just like those scrubs don't fit anyone properly, an underfit model doesn't capture the complexities of the data, resulting in poor performance. 2. Overfitting: The Super Specialized Stethoscope Picture a doctor who insists on using an incredibly specialized stethoscope for every patient, claiming it can diagnose any ailment. This stethoscope has so many attachments and features that it can pick up even the tiniest of anomalies. However, because it's so specialized, it often detects "issues" that aren't really there, leading to unnecessary treatments. This scenario mirrors overfitting in machine learning, where a model becomes overly complex and fits too closely to the training data, capturing noise as if it were signal. If there is a machine learning product that you use, and you notice errors from the product that is either missing findings that it is supposed to identify, or mistakenly picks up an artifact as a finding, it may be due to underfitting or overfitting. #machinelearning #aiforhealth #healthtech

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Key Differences b/w Randomized Clinical Trial (RCT) vs RWE (Real-World Evidence): Learn more about Real World Data: https://lnkd.in/gRGZdJJM Reference: https://lnkd.in/gN2vf6Hp #clinicaltrials #clinicareserach #data #healthcare #innovation #patient #regulatory #india #rct #rwe

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Just had a great session with Nitesh Soni Ph.D. from Sanofi on how AI is scaling within the pharmaceutical industry: • One of the big challenges is moving from small-scale pilots to full-scale AI adoption across an entire organization. • The importance of ethics in AI really stood out—especially in healthcare, where responsibility is key. • We at Synergo Group always focus on ensuring our AI solutions are not only scalable but also ethically sound. This session reinforced my belief that AI growth must be responsible if it’s going to deliver lasting value. #reworkAI

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Setting us free from legacy systems is challenging but imperative in our industry as well! "Respondents called out challenges with legacy systems as the second-greatest concern (after budget constraints). Core tech modernization is key to delivering on the digital promise,1 but health systems have typically relied on a smaller set of monolithic systems that have become a challenge to untangle." https://lnkd.in/gyYc5WjW

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I want to express my sincere gratitude to the esteemed leaders from ZS, Kapil Pant and Asheesh Shukla, and Amazon Web Services (AWS), Chris McCurdy, who joined me for an interview on "Putting Patients First with Cloud-Driven Pharmaceutical Innovation." The interview delved into the collaboration between ZS and AWS, exploring cutting-edge innovations developed on the AWS cloud that unlock value for clients spanning the pharmaceutical value chain and broader healthcare domains. A key takeaway was the shared passion for leveraging cloud technologies and data-driven insights to put patients at the core of healthcare innovation. From enhancing patient experiences in clinical trials to optimizing care journeys and promoting health equity, the interview highlighted the transformative potential of cloud-native solutions in delivering improved patient outcomes.   You can read the full interview here https://lnkd.in/eynUggYb for more insights into cloud-enabled innovation to reshape the future of healthcare and how ZS and AWS are pioneering a patient-centric approach that prioritizes innovation, agility, and improved outcomes across the healthcare continuum. Thanks to Ben Craske for the great collaboration and your patience with us! #ZS #AWS #patientcentricity

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For an organization to grow and prosper, it needs to have a strong vision. This vision should articulate a clear picture of a realistic, desirable, and positive future state. Remember, for a large organization that seeks to be loved by its customers, it is vital that its employees love it first. #leadership #vision #culture #growth #customers #employees

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I am thrilled to share that I have successfully completed the AI for Business specialization! My primary takeaway from this specialization was to appreciate how these fast developing AI technologies stand to significantly streamline operations and advance healthcare solutions. This rapidly evolving field of AI with its promising benefits does bring with it an urgency with respect to governance and ethics strategy for business leadership. Looking forward to meaningful AI advancements and participating in adoption of this transformative field in the healthcare industry. #AI_for_Business

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