Assoc. Prof. Dr. Yanzhi Guo – Chemometrics – Best Researcher Award

Sichuan University, China

Author Profile

🎓 Academic Background

Yanzhi Guo began her academic journey at Yantai University, Yantai, China, where she pursued a Bachelor’s degree in Applied Chemistry from 1999 to 2003. Motivated by a growing interest in computational sciences applied to chemistry and biology, she continued her higher education at Sichuan University in Chengdu, China. There, she earned her Ph.D. in Chemoinformatics and Bioinformatics between 2003 and 2008, focusing on the integration of informatics tools in chemical and biological research.

🧑‍🏫 Professional Experience

Dr. Guo has been a dedicated member of the College of Chemistry at Sichuan University for over a decade. She started her professional career as a Senior Lecturer in July 2008, serving in that role until June 2014. In July 2014, she was promoted to the position of Associate Professor, a role she continues to hold. Throughout her tenure, she has made significant contributions to both teaching and research, guiding students in the emerging intersections of chemistry, informatics, and artificial intelligence.

🔬 Research Interests & Contributions

Dr. Yanzhi Guo’s research lies at the forefront of AI-powered computational sciences, with a strong emphasis on applications in Cheminformatics, Bioinformatics, and Medical Informatics. Her work explores the development and application of machine learning and deep learning algorithms to solve complex challenges in multi-omics data analysis, disease network modeling, and drug design. She actively contributes to the field of AI-assisted drug discovery, aiming to streamline and enhance the efficiency of drug development processes using intelligent informatics approaches. Furthermore, she extends her expertise to the design and intelligent analysis of functional materials, demonstrating a versatile application of AI in both biological and material sciences.

Publications Top Noted📝

📝A Consensual Machine-Learning-Assisted QSAR Model for Effective Bioactivity Prediction of Xanthine Oxidase Inhibitors Using Molecular Fingerprints

Authors: Wu, Yanling; Li, Menglong; Shen, Jinru; Pu, Xuemei; Guo, Yanzhi

Journal: Molecular Diversity

Year: 2024

📝Computational Insights into Diverse Binding Modes of the Allosteric Modulator and Their Regulation on Dopamine D1 Receptor

Authors: Chen, Jianfang; Song, Yuanpeng; Ma, Luhan; Huang, Yan; Pu, Xuemei

Journal: Computers in Biology and Medicine

Year: 2024

📝Exploring an Accurate Machine Learning Model to Quickly Estimate Stability of Diverse Energetic Materials

Authors: Gou, Qiaoling; Liu, Jing; Su, Haoming; Zhao, Xueyan; Pu, Xuemei

Journal: iScience

Year: 2024

📝HOPEXGB: A Consensual Model for Predicting miRNA/lncRNA-Disease Associations Using a Heterogeneous Disease-miRNA-lncRNA Information Network

Authors: He, Jian; Li, Menglong; Qiu, Jiangguo; Pu, Xuemei; Guo, Yanzhi

Journal: Journal of Chemical Information and Modeling

Year: 2024

📝Cocrystal Prediction Tool (CCPT): A Web Server for Deep Learning-Assisted Cocrystal Screening and Density Evaluation

Authors: Guo, Jiali; Yang, Songran; Wang, Chenghui; Zhao, Xueyan; Pu, Xuemei

Journal: Crystal Growth and Design

Year: 2024

Mrs. Pratima Dawadi, Chemometrics, Best Researcher Award

Mrs. Pratima Dawadi, Nepal Health Research Council, Nepal

Professional Profile

Scopus

🎓 Educational Qualifications

Mrs. Pratima Dawadi holds a Master’s in Nursing from Tribhuwan University (2014-2016), specializing in Women’s Health and Development with a focus on Maternal and Newborn Health. During her studies, she conducted significant academic research on the “Prevalence and Factors Associated with Depressive Symptoms Among Post-Partum Mothers,” which involved extensive secondary data analysis and presentations across various specialized hospitals. Additionally, she actively participated in seminars, workshops, and both individual and group presentations as part of her academic requirements. Earlier, she earned her Bachelor’s in Nursing from Tribhuwan University (2010-2012), where she specialized in Hospital Nursing and conducted research entitled “Knowledge Regarding Mental Illness Among Visitors of CMCTH.”

💼 Experience

Currently, Mrs. Dawadi serves as a Research Officer at the Nepal Health Research Council in Kathmandu (April 2021 – November 2023) and continues her role as a Research Consultant (December 2023 – Present). She previously worked as a Nursing Officer at the Chitwan Fertility Center in Bharatpur from May 2019 to April 2021. Her experience also includes serving as a Program Officer for Clinical Services with One Heart Worldwide in Kathmandu (November 2016 – May 2019). In the academic sphere, she has held positions as a Lecturer and Assistant Lecturer in Nursing at Shree Medical and Technical College in Bharatpur. Furthermore, she has experience as a Staff Nurse in both the Department of Surgery at BPKMCH and the SAHAVAGI program funded by FHI, each for one year.

📚 Training

Mrs. Dawadi has undergone several specialized training programs, including Skill Birth Attendant (SBA) training and Clinical Training Skills (CTS). She is well-versed in waste management, proposal writing, data management, and implementation research. Additionally, she has received training as a trainer on qualitative methods and data analysis processes in health research, along with workshops on the ethical review process of health research, scientific writing, and R data analysis software.

🛠️ Skills

Mrs. Dawadi possesses a robust set of skills, including research skills, data analysis, and proficiency in software such as IBM SPSS, STATA, and EPI Data. She is adept in research report preparation, project management methodologies, and has a comprehensive understanding of policy knowledge. Her interpersonal abilities encompass conflict management, active listening, communication, leadership, organization, negotiation, and team management.

Publications Top Noted📄

Knowledge, attitudes and associated factors regarding cervical cancer and its screening practice among women of central Nepal

Authors: Rijal, B.M., Dawadi, P.

Journal: Heliyon

Year: 2024

Gender preference and fertility behavior among married women: A community-based study from far western Nepal

Authors: Dawadi, P., Bhatta, A.S., Rajbanshi, L., Gautam, R.

Journal: PLOS Global Public Health

Year: 2024

Evaluating Antibiotic Treatment Guideline Adherence to Ongoing Antibiotic Stewardship in a Tertiary Care Setting: A Retrospective Observational Study

Authors: Pant, S., Corwin, A., Adhikari, P., Paudyal, V., Bhumiratana, A.

Journal: Canadian Journal of Infectious Diseases and Medical Microbiology

Year: 2024