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Marquette Faculty Research: AI in Dentistry, IP Law, Women's Health
Source: today.marquette.edu
Published on October 8, 2025
Updated on October 8, 2025

Marquette University Research: Pioneering AI in Dentistry and Women's Health
Marquette University faculty are at the forefront of groundbreaking research, pushing the boundaries of artificial intelligence in dentistry, intimate partner violence (IPV) interventions, and women's health. Recent publications highlight the university's commitment to innovation, with studies ranging from AI-driven dental diagnostics to the legal significance of the term iconic in trademark law. This diverse body of work underscores Marquette's contributions to both medical and legal advancements.
AI's Role in Dental Research
Dr. Manal Hamdan's research delves into the transformative potential of AI in dental diagnosis, treatment planning, and disease prediction. Her study emphasizes the importance of methodological rigor and transparency in AI-driven dental research, setting a standard for future innovations. AI has the potential to revolutionize dental care, Hamdan noted, but it must be approached with a commitment to accuracy and ethical standards.
TMJ Replacement and Quality of Life
Dr. Luis Eduardo Almeida's work on total temporomandibular joint replacement (TMJR) explores its impact on patients with severe TMJ disorders. His research assesses how TMJR improves quality of life while analyzing complication profiles and technological advancements in joint reconstruction. TMJ replacement is a game-changer for patients suffering from debilitating joint conditions, Almeida stated.
AI in Orthodontics
In another study, Dr. Almeida examines the applications of AI in orthodontics, focusing on how algorithms and machine learning enhance diagnosis and treatment planning. These technologies not only improve efficiency but also increase the accuracy of patient care, marking a significant leap forward in orthodontic practices.
Legal Implications of 'Iconic'
Felicia Caponigri's research explores the legal implications of the word iconic in trademark registrations and litigation. Her work reveals how brands leverage this term and its underappreciated consequences in legal contexts, introducing iconic as a legal term with far-reaching implications.
Addressing Intimate Partner Violence
Drs. Linda Piacentine, Teresa Jerofke-Owen, Heidi Paquette, and Nilanjan Lodh collaborated on research focused on identifying and supporting women at risk of intimate partner violence (IPV) during pregnancy. Their work highlights the critical need for early intervention to protect vulnerable women and their children.
IPV Screening in Health Settings
The same team studied IPV screening interventions in obstetrics and gynecology clinics, aiming to improve connections to support services for survivors. Their research underscores the importance of data-driven approaches to enhance screening protocols and support systems for those affected by IPV.
Advances in Schistosomiasis Research
Dr. Nilanjan Lodh's contributions to neglected tropical diseases focus on schistosomiasis and the World Health Organization's elimination goals. His research addresses diagnostic efficacy and surveillance in endemic countries, providing critical insights into disease control.
Parasitic Co-infections in Pregnant Women
Dr. Lodh also investigated parasitic diseases in pregnant women in sub-Saharan Africa, examining co-infection rates and their impact on maternal and child health. His study, based on samples from Ghana, offers a comprehensive analysis of co-infection dynamics in vulnerable populations.
Improving Schistosomiasis Diagnostics
Dr. Lodh's work further emphasizes the need for improved diagnostics in schistosomiasis. He highlights the importance of field-applicable tests with high specificity and sensitivity, which are essential for assessing the success of control programs and advancing global health initiatives.
Marquette University's research continues to shape the future of health and legal studies, demonstrating the institution's dedication to innovation and impactful discoveries.