Umme Habiba | Machine Learning and AI Applications | Research Excellence Award

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Mrs. Umme Habiba | Machine Learning and AI Applications | Research Excellence Award

North Dakota State University(NDSU) | United States

Umme Habiba is a dedicated researcher and educator in computer science whose work centers on machine learning, deep learning, transformer-based architectures, explainable AI, and swarm intelligence, particularly within medical data analysis. She is pursuing her Ph.D. and M.Sc. in Computer Science at North Dakota State University, where she has gained extensive teaching experience as an instructor of record and graduate teaching assistant across several undergraduate courses. Her research contributions span clinical text mining, medical risk prediction, brain–computer interface modeling, IoT security, and usability analysis of mHealth applications, with publications in reputable international journals. She has also collaborated on projects involving mobile sensor–based spatial analysis, voice-controlled IoT automation systems, and hybrid ML models for network intrusion detection. Her academic journey began with a bachelor’s degree in Computer Science and Engineering, where she developed a strong foundation in data-driven system design and intelligent applications. She has received consistently high teaching evaluations and has demonstrated a commitment to interdisciplinary research and student learning. Her long-term goal is to contribute impactful solutions at the intersection of artificial intelligence and healthcare while advancing as both a researcher and an educator.

Profile : Orcid

Featured Publication

PSO-optimized TabTransformer architecture with feature engineering for enhanced cervical cancer risk prediction, 2026

Gleb Sychugov |  Healthcare Data Analysis | Best Researcher Award

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Assoc. Prof. Dr. Gleb Sychugov |  Healthcare Data Analysis | Best Researcher Award

Southern Urals Federal Research and Clinical Center for Medical Biophysics | Russia

Assoc. Prof. Dr. Gleb Sychugov is a distinguished pathologist and medical researcher with a Ph.D. in Medicine and the highest qualification category in pathology. He serves as Deputy Chief Physician at the Chelyabinsk Regional Pathological Anatomy Bureau, Associate Professor at South Ural State Medical University, and Senior Research Fellow at the Southern Urals Federal Research and Clinical Center for Medical Biophysics (SUFRCC MB). With over 190 scientific publications, including 25 in Scopus-indexed journals and 4 patents, Dr. Sychugov has made pioneering contributions to radiation pathology, pulmonary pathology, reproductive system pathology, oncology, and dermatopathology. His research innovations include patented diagnostic algorithms for cervical intraepithelial neoplasia and mucinous ovarian carcinoma, as well as computational models for predicting dermal changes in anti-aging therapy. As Chief Pathologist of the Chelyabinsk Region and the Ural Federal District, he has led multiple regional and federal initiatives in pathology standardization. He actively collaborates in international epidemiological programs and serves on the Presidium of the Russian Society of Pathologists. With Scopus h-index 25, Web of Science h-index 4, and more than 55 citations, Dr. Sychugov continues to advance diagnostic pathology through evidence-based research, mentorship, and innovation, embodying excellence in translational medical science.

Profiles : Orcid | Scopus

Featured Publications

Gogoleva, D. V., & Sychugov, G. V. (2023). Immunohistochemistry of bone marrow extracellular matrix in Ph-negative myeloproliferative diseases. Ural Medical Journal.

Shamanova, A. Yu., Rostovtsev, D. M., Privalov, A. V., Yarina, L. V., Aristarkhova, K. S., Sychugov, G. V., Vasil’kova, I. V., Artem’eva, A. S., Saevets, V. V., & Alymov, E. A. (2023). Undifferentiated pancreatic carcinoma with osteoclast-like giant cells. Russian Journal of Archive of Pathology.

Sychugov, G. V., Kazachkov, E. L., Osovets, S. V., Grigoryeva, E. S., Sychugov, A. G., & Azizova, T. V. (2022). Leukemia inhibitory factor and cellular renewal in various types of pulmonary fibrosis in plutonium production workers. Biology Bulletin.

Zhuntova, G. V., Azizova, T. V., Bannikova, M. V., & Sychugov, G. V. (2022). Characteristics of malignant neoplasms of the hepatobiliary system in the cohort of occupationally-exposed workers. Ural Medical Journal.

Gogoleva, D., & Sychugov, G. (2021). Matrix metalloproteinases and their inhibitors in JAK2-mutated myeloproliferative neoplasms. Virchows Archiv. WOSUID: WOS:000692384500404

Ma-am Joy Tumulak – Healthcare Data Analysis – Best Researcher Award 

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Dr. Ma-am Joy Tumulak - Healthcare Data Analysis - Best Researcher Award 

University of the Philippines Manila - Philippines

Author Profile

Early Academic Pursuits

Dr. Joy R. Tumulak embarked on her academic journey with a solid foundation in psychology, graduating cum laude from the University of the Philippines, Diliman with a Bachelor of Science degree. Her pursuit of understanding human behavior and cognition laid the groundwork for her future endeavors in the medical field. She continued her academic pursuit at the University of the Philippines, Ermita, Manila, where she earned her Doctor of Medicine degree, showcasing her commitment to the medical profession from an early stage. Throughout her academic journey, she demonstrated excellence, earning recognition as an Outstanding Intern in Rehabilitation Medicine during her medical training.

Professional Endeavors

Dr. Tumulak's professional journey has been characterized by a passion for genetics and genetic counseling. She began her career as a Medical Officer at Taytay District Hospital, Palawan, where she gained valuable clinical experience in managing outpatient and emergency care. Transitioning into the realm of genetics, she served as a Research Associate for the Subphenotyping and Genetics of Oral Facial Cleft Families in the Philippines Study, collaborating with the University of Pittsburgh. Her role involved not only research coordination but also the adaptation and development of study protocols, showcasing her versatility in both clinical and research settings.

Dr. Tumulak's commitment to advancing genetic research and counseling led her to roles at the Institute of Human Genetics, National Institutes of Health, University of the Philippines Manila. As a University Researcher and later as a Research Assistant Professor, she played a pivotal role in conceptualizing and initiating research projects related to genetics and genetic counseling. Her expertise in manuscript writing and protocol development contributed significantly to the publication of numerous research papers in international and local journals.

Contributions and Research Focus

Dr. Tumulak's research focus encompasses a broad spectrum of genetic disorders, ranging from metabolic diseases like Maple Syrup Urine Disease to congenital heart defects and rare genetic syndromes. Her studies delve not only into the clinical aspects of these conditions but also into the psychosocial implications for patients and their families. Through her research, she has shed light on the coping strategies of Filipino mothers of children with congenital heart disease and the psychosocial issues faced by parents of children with Maple Syrup Urine Disease.

In addition to her research endeavors, Dr. Tumulak has been actively involved in genetic counseling initiatives, advocating for the integration of genetic counseling services into clinical practice. Her contributions extend beyond academia, as evidenced by her involvement in various professional organizations such as the Philippine Society of Genetic Counselors and the Professional Society of Genetic Counselors in Asia.

Accolades and Recognition

Dr. Tumulak's contributions to the field of genetics and genetic counseling have been recognized through grants, awards, and invitations to present at prestigious conferences and symposiums. She has received research dissemination grants from UP Manila and publication awards from the University of the Philippines Manila in acknowledgment of her impactful research endeavors. Her excellence has been further acknowledged through awards such as the Outstanding Intern Award and cum laude recognition during her academic pursuits.

Impact and Influence

Dr. Tumulak's work has made a significant impact on the field of genetic counseling, particularly in the Philippines and the broader Asian region. Her research publications, presentations, and involvement in professional organizations have contributed to the advancement of genetic knowledge and the development of genetic counseling services. Through her dedication and leadership, she has inspired future generations of genetic counselors and researchers to continue pushing the boundaries of knowledge in the field.

Legacy and Future Contributions

As Dr. Tumulak continues her professional journey, her legacy lies in her commitment to excellence, innovation, and advocacy for genetic health. Her future contributions are poised to further expand the scope of genetic counseling and research, addressing the evolving needs of patients and families facing genetic conditions. With her leadership and expertise, she will undoubtedly leave a lasting impact on the field, shaping the future of genetics and genetic counseling in the Philippines and beyond.

Citations

A total of 43 citations for his publications, demonstrating the impact and recognition of her research within the academic community.

  • Citations    43
  • h-index       2

Notable Publication