Dr. Arash Kia | Medical Image Classification | Best Research Article Award

Dr. Arash Kia | Medical Image Classification | Best Research Article Award

Assistant Professor, Icahn School of Medicine at Mount Sinai, United States

This distinguished clinical practitioner and healthcare scientist has a proven track record of enhancing patient care through innovative clinical practices and scientific research. With expertise in medicine, computational science, and software development, they specialize in developing and deploying pioneering data-driven healthcare solutions. As a leader in AI/ML product development, they manage cross-functional teams to bring innovative solutions to life. Their strong leadership skills have enhanced employee morale and efficiency, fostering a positive work environment. Currently, they serve as a PhD supervisor, rotation co-director, assistant professor, and director of AI/data science at Mount Sinai Health System.

Profile

scholar

🎓 Education

Although specific educational details are not provided, their expertise suggests a strong foundation in medicine, computational science, and software development.

👨‍🔬 Experience

Although specific educational details are not provided, their expertise suggests a strong foundation in medicine, computational science, and software development.

🔍 Research Interest

– Natural Language Processing (NLP) for clinical notes and documentation- Predictive modeling for patient outcomes, such as aggression risk and disease management- Machine learning for clinical decision support and quality improvement- Developing and deploying AI products, such as small language models and CXR processing platforms

🏆Awards and Honors

No specific awards or honors are mentioned.

📚 Publications

. “Design and Development of Small Language Models for Clinical Notes” 🤖
2. “Predicting Aggression Risk in Non-Psychiatry Units using NLP” 📊
3. “Machine Learning for Clinical Decision Support in Acute Care Settings” 💻
4. “Developing and Deploying AI Products for Patient Care” 🚀
5. “Natural Language Processing for Clinical Documentation Improvement” 📝

Conclusion

This individual has a strong profile, with expertise in medicine, computational science, and software development. Their leadership in AI/ML product development and dynamic management skills make them a suitable candidate for the Best Researcher Award. With some additional emphasis on showcasing quantifiable research impact, peer-reviewed publications, and international collaborations, they could further demonstrate their suitability for the award.

Avick Sinha | Clinical Research | Best Researcher Award

Dr. Avick Sinha | Clinical Research | Best Researcher Award

Senior Research Fellow at , University of Brighton, United Kingdom

🌍 A Senior Research Fellow at the University of Brighton, this individual has a robust background in experimental and numerical research across fluid mechanics and heat transfer. They previously worked at Rolls-Royce UTC at the University of Nottingham and Budge Budge Institute of Technology, contributing to cutting-edge projects. Their expertise in multiphase flows and physicochemical characterization of porous media reflects a commitment to impactful, interdisciplinary research. They actively lead projects, mentor students, and contribute to international collaborations. Their work is published and funded by prominent organizations like EPSRC and Rolls-Royce.

Publication Profile

scholar

Education🎓

This researcher earned a Ph.D. from the Indian Institute of Technology (IIT) Bombay, India, completing in 2019 with a research focus on fluid dynamics and heat transfer. Prior to that, they completed an M.Tech at IIT Kanpur (2011), focusing on aerospace engineering and unsteady aerodynamics, securing 82.5%. Their academic journey began with a B.Tech from Kalinga Institute of Industrial Technology (2009), where they graduated with honors, achieving 87.5%. Their academic performance across these prestigious institutions showcases a dedication to innovation in engineering and applied sciences.

Experience 💼

The individual currently holds a Senior Research Fellow role at the University of Brighton (2023~), where they are involved in teaching and cutting-edge research on porous media and complex fluid flows. Previously, they were a Research Fellow at Rolls-Royce UTC at the University of Nottingham (2019-2023), leading experimental research on aero-engine systems and contributing to UK’s Net-Zero goals. They have also worked as an Assistant Professor at Budge Budge Institute of Technology, India (2011-2012), where they developed course content and supervised undergraduate research, reflecting a rich career trajectory across academia and industry.

Awards and Honors🏆 

Their accolades include an Associate Fellowship from the Higher Education Academy (UK, 2022) and Chartered Engineer status from the Institution of Mechanical Engineers (UK, 2022). They secured external funding for various research initiatives, such as the Prime Minister’s Fellowship for Ph.D. from General Electric & SERB India (£36,000) and the Santander Student Research Experience Scheme (£1,500). Equipment funding from the University of Brighton (£2,400) also highlights their leadership in research projects. These awards reflect their excellence in academic contributions, teaching, and impactful research outcomes.

Research Focus 🔬 

Their research explores fluid dynamics, heat transfer, and physicochemical characterization of porous media, with a focus on multiphase flows and energy efficiency. Current projects include interdisciplinary work on wound healing materials and clean-energy solutions in aero-engine systems. They utilize advanced experimental techniques like Particle Image Velocimetry and laser-induced fluorescence, combined with CFD simulations. Their work on aero-engine bearing chambers has contributed significantly to reducing oil usage, promoting sustainable engineering solutions aligned with Net-Zero targets.

Publication  Top Notes

  • “Studying the impacts of droplets depositing from the gas core onto a gas-sheared liquid film with stereoscopic BBLIF technique”
    Authors: AV Cherdantsev, A Sinha, DB Hann
    Journal: International Journal of Multiphase Flow, Volume 150, 2022, Article 104033
  • “Characterization of a superheated water jet released into water using proper orthogonal decomposition method”
    Authors: A Sinha, RO Chauhan, S Balasubramanian
    Journal: Journal of Fluids Engineering, Volume 140 (8), 2018, Article 081107
  • “How do the liquid properties affect the entrapment of bubbles in gas sheared liquid flows?”
    Authors: A Sinha, A Cherdantsev, K Johnson, J Vasques, D Hann
    Journal: International Journal of Heat and Fluid Flow, Volume 92, 2021, Article 108878
  • “Internal and external characteristics of a superheated jet”
    Authors: A Sinha, S Balasubramanian, S Gopalakrishnan
    Journal: WIT Transactions on Engineering Sciences, Volume 89, Pages 225-236, 2015
  • “A numerical study on dynamics of spray jets”
    Authors: A Sinha, S Balasubramanian, S Gopalakrishnan
    Journal: Sadhana, Volume 40, Pages 787-802, 2015
  • “Multidimensional simulation of thermal non-equilibrium flows in a convergent-divergent nozzle”
    Authors: A Sinha, S Gopalakrishnan
    Journal: Multiphase Science and Technology, 2019
  • “Instability of a low Reynolds number round jet”
    Authors: A Sinha, KK Bharadwaj, D Das
    Conference: Proc. 39th National Conference on Fluid Mechanics & Fluid Power, Pages 13-15, 2012

Conclusion

The candidate is highly deserving of a “Best Researcher Award” due to their deep expertise in fluid mechanics, leadership in high-impact projects, technical proficiency, and academic mentoring. Their contributions to sustainable engineering and advanced experimental techniques align with current industrial and academic trends. Enhancing their publication profile and expanding international collaborations could further solidify their standing as a top researcher in their field. Overall, their research achievements, particularly in advancing complex fluid flows and sustainable engineering, make them an excellent candidate for this prestigious award.