Ramesh Chatragadda | Systems Neuroscience | Best Researcher Award

Published on by Neuroscientists

Dr. Ramesh Chatragadda | Systems Neuroscience | Best Researcher Award

Dr. Ramesh Chatragadda, National Institute of Oceanography, India.

Dr. Ramesh Chatragadda is a leading Indian marine biologist whose academic and professional journey reflects a deep commitment to ocean science. With a strong educational foundation in Marine Biology, he has steadily progressed through research fellowships, national postdoctoral work, and various scientific roles, ultimately becoming a Senior Scientist at the CSIR-National Institute of Oceanography and an Assistant Professor at AcSIR. His research focuses on biological oceanography, marine microbial ecology, and environmental sustainability. Internationally recognized through numerous early-career awards and travel fellowships, Dr. Chatragadda’s work continues to influence marine science both in India and globally. His role as a researcher, mentor, and collaborator underscores his dedication to advancing the understanding of ocean ecosystems.

Profile

Google Scholar

🌟 Strengths for the Best Researcher Award

Dr. Ramesh Chatragadda stands out as a highly deserving candidate for the Best Researcher Award due to his impressive research trajectory and impactful scientific contributions. His specialization in biological oceanography and marine microbial ecology demonstrates a critical understanding of marine ecosystems and environmental sustainability. With a Ph.D. in Marine Biology and a robust professional history at premier institutions like CSIR-NIO, NIOT, and NCCR, he brings both field experience and academic depth to his research.

A major strength lies in his international recognition, having secured multiple prestigious awards and travel grants from global bodies such as COBRA, SCOR, PICES, and the Grantham Foundation. These accolades reflect not only the quality but also the global relevance of his research. Additionally, his dual role as a Senior Scientist and Assistant Professor underlines his capacity to balance innovation, publication, and mentorship. His contributions are actively shaping the future of Indian marine research and building strong international scientific networks.

🔍 Areas for Improvement

While Dr. Chatragadda’s achievements are significant, he may consider expanding his interdisciplinary collaborations further, especially with climate scientists, policy makers, and data modelers to translate research into direct marine conservation policies. Increasing open-access publications, science communication efforts, and involvement in community outreach or citizen science programs could enhance public engagement and increase the societal impact of his work. Additionally, assuming editorial roles in international journals or organizing global symposiums would further cement his position as a thought leader in ocean science.

🎓 Early Academic Pursuits

Dr. Ramesh Chatragadda’s journey into the depths of marine science began with a strong academic foundation. He completed his B.Sc. in 2009 from Acharya Nagarjuna University with a focus on Botany, Zoology, and Chemistry. His passion for the ocean and its living resources led him to pursue an M.Sc. in Marine Biology and Fisheries from Andhra University, graduating in 2011. Driven by an insatiable curiosity about marine ecosystems, he earned his Ph.D. in Marine Biology from Pondicherry University in 2016. These formative years not only refined his academic interests but laid a solid groundwork for his future explorations in biological oceanography.

🧪 Professional Endeavors

Dr. Chatragadda’s professional journey reflects a consistent rise in scientific responsibility and academic excellence. After gaining experience as a Junior and Senior Research Fellow at Pondicherry University, he became a National Postdoctoral Fellow at the Atal Centre for Ocean Science and Technology for Islands under the National Institute of Ocean Technology. His career further advanced with his appointment as Project Scientist-B at the National Centre for Coastal Research. He later joined the CSIR-National Institute of Oceanography (NIO) as a Scientist, and was promoted to Senior Scientist in September 2023. Alongside, he holds the designation of Assistant Professor at the Academy of Scientific and Innovative Research (AcSIR), mentoring the next generation of ocean scientists.

🌊 Contributions and Research Focus

At the heart of Dr. Chatragadda’s career lies his profound commitment to understanding marine life and the ecological complexities of ocean systems. His expertise in biological oceanography allows him to explore the intricate interactions between marine organisms and their environment. He is especially noted for his work in marine microbial ecology, bioluminescence, and the functional dynamics of oceanic biological processes. His research endeavors contribute to sustainable marine resource utilization, climate resilience, and biodiversity conservation in coastal and deep-sea ecosystems.

Publication

1. Multifaceted Applications of Microbial Pigments: Current knowledge, Challenges, and Future Directions for Public Health Implications
L Ramesh, CH., Vinithkumar, N.V., Kirubagaran, R., Venil, C.K. and Dufosse — 2019

2. Ecological and biotechnological aspects of pigmented microbes: a way forward in development of food and pharmaceutical grade pigments
CH Ramesh, L Dufosse — 2021

3. Marine pigmented bacteria: A prospective source of antibacterial compounds
R Ramesh, CH., Vinithkumar, N.V. and Kirubagaran — 2019

4. Applications of Prodigiosin Extracted from Marine Red Pigmented Bacteria Zooshikella sp. and Actinomycete Streptomyces sp.
C Ramesh, NV Vinithkumar, R Kirubagaran, CK Venil, L Dufosse — 2020

5. Marine natural products from tunicates and their associated microbes
CH Ramesh, T Bhushan Rao, R Mohanraju, N Thakur, L Dufossé — 2021

6. Natural substrates and culture conditions to produce pigments from potential microbes in submerged fermentation
CH Ramesh, VR Prasastha, M Venkatachalam, L Dufosse — 2022

7. Toxicity studies of Trichodesmium erythraeum (Ehrenberg, 1830) bloom extracts, from Phoenix Bay, Port Blair, Andamans
S Narayana, J Chitra, SR Tapase, V Thamke, P Karthick, C Ramesh, … — 2014

8. Seaweed potential of Little Andaman, India
CH Karthick, P., Mohanraju. R., Murthy, K.N., Ramesh — 2013

9. Antibacterial activity of certain cephalopods from Andamans, India
R Mohanraju, DB Marri, P Karthick, S Narayana, KN Murthy, C Ramesh — 2013

10. Distribution and diversity of seaweeds in North and South Andaman Island
P Karthick, R Mohanraju, CH Ramesh, KN Murthy, S Narayana — 2013

🏁 Conclusion

In conclusion, Dr. Ramesh Chatragadda demonstrates a rare combination of scholarly excellence, research productivity, and global outreach. His commitment to marine biology, recognized by multiple international honors, positions him as a strong contender for the Best Researcher Award. While a few strategic enhancements could broaden the impact of his work, his existing contributions already reflect a high level of research merit, leadership potential, and long-term vision. Based on his credentials and continued dedication to advancing marine science, he is highly suitable for this prestigious recognition.

Ged Smith | Systems Neuroscience | Outstanding Educator Award

Published on by Neuroscientists

Dr. Ged Smith | Systems Neuroscience | Outstanding Educator Award

Dr. Ged Smith,  UK AFT, United Kingdom.

Dr. Ged Smith is a highly esteemed Consultant Systemic/Family and Couples Psychotherapist with over 25 years of experience in clinical practice, academic teaching, and international consultation. His early academic journey began with a B.Ed from Liverpool University, followed by advanced degrees culminating in a Professional Doctorate from Birkbeck University and the Institute of Family Therapy. Throughout his career, Dr. Smith has made influential contributions through clinical supervision, research publication, and educational leadership. He is widely published in top-tier journals and is the longstanding Editor of “Context,” the UK’s principal family therapy journal. He also holds senior roles in professional organizations such as the Association for Family Therapy (AFT) and the European Family Therapy Association (EFTA). Dr. Smith’s work bridges therapeutic practice with systemic theory, making significant impact on the field both nationally and internationally.

Profile

Orcid

🎓 Early Academic Pursuits

Dr. Ged Smith began his academic journey at Liverpool University, where he earned his Bachelor of Education (B.Ed) in 1980, laying the foundation for a lifelong dedication to learning and teaching. His growing interest in social care and mental health led him to pursue a Certificate of Qualification in Social Work (CQSW) at the University of Cardiff, which he completed in 1988. Deepening his expertise in systemic practices, Dr. Smith undertook a Master of Science (MSc) in collaboration with the Institute of Family Therapy (IFT) and Birkbeck University, London in 1996. His academic excellence culminated in the attainment of a Professional Doctorate from the same institutions in 2011, solidifying his scholarly contributions to systemic and family therapy.

🧠 Professional Endeavors in Systemic Therapy

Dr. Smith’s career spans over 25 years of clinical experience in both Merseyside and London, where he has provided systemic and family therapy across diverse communities. As a UKCP Registered Systemic Psychotherapist and AFT Accredited Supervisor, he currently supervises more than 30 mental health and social care professionals. His professional influence extends across clinical settings, educational platforms, and governmental agencies, making him a sought-after consultant for Social Services and Care Agencies in the North West of England. His dedication to systemic thinking is evident in his role as a Live Supervisor on the Manchester Family Therapy Qualifying Course, where he brings practical and ethical insight to emerging therapists.

📝 Contributions and Research Focus

Dr. Smith has been an unwavering contributor to the dissemination of systemic knowledge, both as a prolific writer and respected editor. As the long-standing Editor of “Context,” the UK’s leading Family Therapy Journal, he has significantly influenced the field’s intellectual discourse. His research focus centers on transformative and relational practices in systemic therapy, engaging with contemporary themes in mental health. His published work appears in globally respected journals such as the Journal of Family Therapy, Family Process (USA), Human Systems, and the Australian and New Zealand Journal of Family Therapy. Notably, he contributed chapters to Systemic Therapy as Transformative Practice (2017), reflecting his commitment to therapeutic innovation and social justice.

📚 Academic Leadership and Teaching Excellence

Dr. Smith has played a vital role in academic mentorship and systemic education. A revered Visiting Lecturer at the Tavistock Clinic London, and universities including Manchester, Exeter, and Hull, he continues to influence systemic thinking across academic and clinical boundaries. In his role as an External Doctoral Supervisor at the University of Bedfordshire, he nurtures the next generation of systemic scholars. His expertise in integrating theory with practice has made him a preferred speaker and educator at family therapy training courses throughout the UK.

🏆 Accolades and Recognition

Dr. Smith’s long-standing contributions to systemic therapy have earned him national and international recognition. As Chair of AFT Publishing for over 20 years, he has guided the ethical and academic standards of family therapy literature in the UK. He also represents the UK at the European Family Therapy Association (EFTA) meetings, further elevating the UK’s presence on the global systemic stage. His respected status in the field is not only a result of his academic output but also his unwavering dedication to supervision, teaching, and ethical therapeutic practice.

🌍 Global Engagement and Influence

A distinguished conference speaker and workshop presenter, Dr. Smith has shared his insights on systemic and psychological approaches to mental health at international platforms. His presentations emphasize both clinical depth and sociocultural relevance, addressing topics like family systems, relational ethics, and collaborative practices in therapy. By integrating global perspectives into his work, Dr. Smith continues to expand the reach and relevance of systemic psychotherapy.

🧬 Legacy and Future Contributions

Dr. Ged Smith’s career represents a profound legacy of relational practice, scholarly excellence, and ethical leadership. As systemic therapy continues to evolve in response to modern challenges, his work sets a benchmark for future generations. With his continued supervision of doctoral candidates, editorial leadership, and international teaching, he remains at the forefront of shaping the future of family therapy. His vision is clear: to maintain systemic practice as not only a clinical method but a transformative social discourse that can empower families, communities, and practitioners alike.

Publication

  • Title: So, You’re Doing a Family Therapy Course……
    Author: Ged Smith
    Year: 2025

 

  • Title: A 1.5‐Order Therapy: Between Knowing and Not‐Knowing
    Author: Ged Smith
    Year: 2023

 

✅ Conclusion

Dr. Ged Smith exemplifies excellence in systemic and family psychotherapy through a unique blend of scholarly depth, clinical wisdom, and passionate teaching. His enduring influence on the development of family therapy—through publications, supervision, and organizational leadership—makes him a key figure in shaping contemporary mental health practices. As a researcher, educator, and clinician, he has created a meaningful legacy grounded in relational ethics and transformative therapeutic approaches. Dr. Smith’s continued contributions will undoubtedly inspire future practitioners and scholars committed to holistic, systemic care.

Alex Armstrong | Systems Neuroscience | Young Scientist Award

Published on by Neuroscientists

Mr. Alex Armstrong | Systems Neuroscience | Young Scientist Award

Mr. Alex Armstrong, University of Illinois, Urbana-Champaign, United States.

Alex Armstrong is an emerging leader in the field of systems neuroscience with a rich academic background and a global research footprint. Starting with a strong foundation in pharmacology from the University of Manchester and early research experience in China, he has built an interdisciplinary career that bridges experimental, computational, and translational neuroscience. His Ph.D. work at the University of Illinois Urbana-Champaign, under the guidance of Prof. Yurii Vlasov, focuses on the neural mechanisms of perceptual decision-making using innovative tools like tactile virtual reality and localized lesioning techniques. He has also played integral roles in teaching, mentoring, and collaborative NIH-funded research involving cutting-edge neural probes. His contributions span from fundamental neuroscience to neuroengineering, with multiple international presentations and a growing reputation in both academic and applied research communities.

Profile

Google Scholar

🎓 Early Academic Pursuits

Alex Armstrong’s journey into the world of neuroscience began with a strong academic foundation in Pharmacology at the University of Manchester, where he earned a BSc (Honors) degree in 2017. During his undergraduate studies, he delved into the neural effects of psychoactive substances, leading a research project examining the influence of various drugs on receptive fields in the rat lateral geniculate nucleus. His academic curiosity was not confined to the lab; Alex actively mentored disadvantaged youth in science and mathematics through the CityWise charity, demonstrating an early commitment to both education and societal impact. His academic appetite took a global turn when he received a competitive scholarship to Nanjing Medical University in China. There, he shadowed urologists and contributed to prostate cancer research by processing tumor samples and supporting manuscript preparation under the mentorship of Dr. Jian Lin. This early immersion into translational research laid the groundwork for his future endeavors in systems neuroscience.

🧠 Research Focus and Innovation

Currently pursuing his Ph.D. at the University of Illinois Urbana-Champaign, Alex Armstrong is at the forefront of neuroscience research under the mentorship of Professor Yurii Vlasov, a member of the National Academy of Engineering. His research seeks to unravel the neural underpinnings of perceptual decision-making using advanced technologies. Alex has pioneered the development of a novel tactile virtual reality system tailored for mice, enabling precise behavioral and neural investigations in ecologically valid scenarios. His contributions also include designing a localized lesioning technique to dissect the causal roles of specific cortical regions with unmatched spatial and temporal resolution. This work reflects his deep integration of behavior, electrophysiology, histology, and computational modeling — a rare confluence of skills that pushes the boundaries of systems neuroscience.

🔬 Professional Endeavors and Laboratory Leadership

Alex’s career includes impactful positions across globally renowned institutions. Prior to his doctoral studies, he served as a Research Technician at University College London, working in auditory neuroscience labs with PIs Jennifer Linden and Nicholas Lesica. There, he independently managed experiments related to auditory perception and hearing aid technology, leading both behavioral training and neural recordings. At UIUC, his laboratory involvement extends beyond individual research: he performs surgeries, manages mouse colonies, trains new graduate and undergraduate researchers, and leads collaborative NIH-funded projects investigating simultaneous electrical and chemical neural activity during seizures. Alex is a dependable pillar in the lab, bridging experiment and innovation through hands-on mentorship and project leadership.

🏆 Accolades and Recognition

Alex’s academic and scientific contributions have been recognized at multiple levels. He has presented his work through nine conference talks and poster presentations at premier forums including Barrels, the Society for Neuroscience, and AREADNE between 2021 and 2024. His visibility within the academic community extends to teaching, where he was entrusted as a Teaching Assistant for the competitive Neural Interface Engineering course (ECE421) in 2024 and 2025, guiding over 50 students through workshops, lessons, and exam reviews. His role on the UIUC neuroscience seminar committee in 2022 further demonstrated his leadership in promoting interdisciplinary dialogue, as he invited top neuroscientists from across the world to contribute to the university’s vibrant intellectual atmosphere.

🧪 Scientific Contributions and Methodological Advancements

One of Alex Armstrong’s most significant contributions lies in his ability to blend experimental neuroscience with computational modeling. His proficiency spans advanced analytical methods including Generalized Linear Models (GLM), Drift Diffusion Models (DDM), Dimensionality Reduction, and DyNetCP, positioning him at the intersection of theory and practice. His work not only provides high-resolution insights into brain function but also informs the design of next-generation neural interface devices. His leadership in testing novel neural probes capable of simultaneously recording both electrical and chemical signals underlines his commitment to tool development in neuroscience — a field critical to brain–machine interface technologies and precision neuromodulation.

🌍 Impact and Influence

Alex Armstrong’s research has both immediate and long-term scientific value. By enhancing our understanding of the cortical mechanisms underlying decision-making, his work informs the broader fields of psychology, cognitive science, and artificial intelligence. His contributions to probe testing during seizure dynamics have implications for epilepsy research, potentially opening doors for better diagnostics and treatment strategies. Furthermore, his global academic experience — spanning the U.K., U.S., and China — contributes to his inclusive scientific perspective and ability to work across cultural and institutional boundaries. He has not only advanced science but also nurtured future researchers through consistent mentoring and training roles.

🚀 Legacy and Future Contributions

Looking ahead, Alex Armstrong is poised to become a leading figure in systems neuroscience, particularly in decoding the neural basis of cognition and behavior. With a solid foundation in experimentation, programming, and tool development, he is uniquely equipped to tackle the grand challenges of brain science in the 21st century. His efforts are steadily laying a legacy of open, interdisciplinary research, bridging the biological and engineering aspects of neuroscience. Whether through innovative VR paradigms for animal behavior, high-density probe validation, or collaborative research across continents, Alex continues to pave the way for future breakthroughs in understanding the human brain.

Publication

  • Title: Targeting AXL overcomes resistance to docetaxel therapy in advanced prostate cancer
    Authors: JZ Lin, ZJ Wang, W De, M Zheng, WZ Xu, HF Wu, A Armstrong, JG Zhu
    Year: 2017

 

  • Title: Compression and amplification algorithms in hearing aids impair the selectivity of neural responses to speech
    Authors: AG Armstrong, CC Lam, S Sabesan, NA Lesica
    Year: 2022

 

  • Title: The hearing aid dilemma: amplification, compression, and distortion of the neural code
    Authors: A Armstrong, CC Lam, S Sabesan, NA Lesica
    Year: 2020

 

  • Title: Nonlinear sensitivity to acoustic context is a stable feature of neuronal responses to complex sounds in auditory cortex of awake mice
    Authors: M Akritas, AG Armstrong, JM Lebert, AF Meyer, M Sahani, JF Linden
    Year: 2024

 

  • Title: Contextual modulation is a stable feature of the neural code in auditory cortex of awake mice
    Authors: M Akritas, AG Armstrong, JM Lebert, AF Meyer, M Sahani, JF Linden
    Year: 2023

 

  • Title: Neuropeptides in the Extracellular Space of the Mouse Cortex Measured by Nanodialysis Probe Coupled with LC-MS
    Authors: K Li, W Shi, Y Tan, Y Ding, A Armstrong, Y Vlasov, J Sweedler
    Year: 2025

 

  • Title: Neural correlates of perceptual decision making in primary somatosensory cortex
    Authors: A Armstrong, Y Vlasov
    Year: 2025

 

  • Title: Perceptual decision-making during whisker-guided navigation causally depends on a single cortical barrel column
    Authors: AG Armstrong, Y Vlasov
    Year: 2025

 

 

✅ Conclusion

Alex Armstrong exemplifies the next generation of neuroscientists—technically skilled, globally experienced, and intellectually versatile. His ability to merge behavioral neuroscience with advanced computational tools and engineering innovations positions him at the forefront of brain research. As he continues to contribute to our understanding of neural dynamics and brain–machine interfaces, Alex is set to leave a lasting impact on neuroscience and its applications in medicine and technology. His trajectory reflects not just scientific excellence, but also a commitment to mentorship, interdisciplinary collaboration, and innovation-driven discovery.

Aiying Zhang | Computational Neuroscience | Best Researcher Award

Published on by Neuroscientists

Assist. Prof. Dr. Aiying Zhang | Computational Neuroscience | Best Researcher Award

Assist. Prof. Dr. Aiying Zhang, University of Virginia, United States.

Dr. Aiying Zhang is a rising scholar in the field of mental health data science, currently serving as an Assistant Professor at the University of Virginia and a Faculty Member at the UVA Brain Institute. Her academic foundation spans statistics, biomedical engineering, and clinical biostatistics, acquired from esteemed institutions including USTC, Tulane University, and Columbia University. Her research focuses on developing advanced computational and statistical tools—such as graphical models and multimodal fusion—to decode complex brain data from imaging and genetics. She applies these innovations to better understand and predict psychiatric conditions such as schizophrenia and Alzheimer’s disease. Her work is distinguished by its interdisciplinary nature, translational relevance, and potential to reshape clinical approaches to mental health.

Profile

Google Scholar

 

🎓 Early Academic Pursuits

Aiying Zhang’s journey into the realm of data science and mental health research began with a strong foundation in quantitative sciences. She earned her Bachelor of Science degree in Statistics from the prestigious School for the Gifted Young at the University of Science and Technology of China (USTC) in 2014. Driven by a passion for biomedical innovation and its intersection with human health, she pursued a Ph.D. in Biomedical Engineering from Tulane University, which she completed in 2021. Her graduate years were marked by deep inquiry into statistical modeling and neuroimaging, laying the groundwork for her later interdisciplinary research. She further honed her expertise through postdoctoral training in Clinical Biostatistics and Psychiatry at Columbia University Irving Medical Center, where she blended statistical rigor with clinical insight.

💼 Professional Endeavors

Dr. Zhang is currently an Assistant Professor of Data Science at the University of Virginia, where she has been on the tenure-track faculty since August 2023. She also holds a concurrent position as a Faculty Member at the UVA Brain Institute, underscoring her active role in advancing brain research across institutional boundaries. Prior to her academic appointment at UVA, she served as a Research Scientist II at the New York State Psychiatric Institute, contributing to high-impact psychiatric research. Her professional journey also includes research assistantships at Tulane University and the University of Florida, roles in which she cultivated strong collaborative and translational research skills.

🧠 Contributions and Research Focus

Dr. Zhang’s research lies at the intersection of data science, neuroscience, and mental health. She specializes in developing advanced statistical and computational methodologies to investigate the biological underpinnings of psychiatric and neurodevelopmental disorders. Her work prominently features the use of graphical models—both directed and undirected—and machine learning techniques to analyze complex datasets, such as MRI, DTI, fMRI, MEG, and various genomic modalities including SNP and DNA methylation. Her research has contributed to a deeper understanding of conditions like schizophrenia, Alzheimer’s disease, obsessive-compulsive disorder, and anxiety disorders, through the lens of multimodal data fusion and integrative neurogenetics.

🧪 Innovation in Mental Health Data Science

A distinctive hallmark of Dr. Zhang’s scholarship is her innovative application of multimodal fusion techniques to disentangle the complexities of typical and atypical brain development. Her work leverages high-dimensional neuroimaging and genetic data to draw meaningful inferences about mental health trajectories. She is particularly focused on building interpretable models that bridge the gap between data and clinical insight, thereby enabling earlier and more precise diagnostics. By combining machine learning with biomedical expertise, her contributions pave the way for next-generation tools in psychiatry and neuroscience.

🏅 Accolades and Recognition

Throughout her academic and professional trajectory, Dr. Zhang has earned widespread respect for her analytical acumen and interdisciplinary collaborations. Her postdoctoral role at Columbia, a hub for clinical psychiatry and biostatistics, positioned her among leaders in the field and enriched her research portfolio with translational applications. Her selection as faculty at a leading institution like UVA further reflects recognition of her scholarly excellence and her potential to drive future innovations in mental health data science.

🌍 Impact and Influence

Dr. Zhang’s work has significant implications for both the scientific community and clinical practice. Her methods empower researchers and clinicians alike to draw meaningful patterns from multimodal datasets, thereby advancing precision psychiatry. Moreover, her collaborative efforts across biomedical engineering, statistics, and clinical disciplines have fostered integrative frameworks that extend beyond academic settings into real-world applications. Her contributions are helping to shape a more data-driven and personalized future in mental health care.

🔮 Legacy and Future Contributions

As she continues her academic journey, Dr. Zhang aims to expand her research frontiers by exploring dynamic brain-behavior associations and improving the interpretability of AI models in clinical contexts. With a commitment to mentorship and open science, she is building a legacy rooted in intellectual rigor, innovation, and societal relevance. Her future contributions are expected to not only deepen our understanding of mental health disorders but also inspire a new generation of data scientists dedicated to neuroscience and human well-being.

Publication

  • Leverage multimodal neuro-imaging and genetics to identify causal relationship between structural and functional connectivity and ADHD with Mendelian randomization
    C Ji, S Lee, S Sequeira, J Jin, A Zhang — 2025

 

  • Integrated brain connectivity analysis with fmri, dti, and smri powered by interpretable graph neural networks
    G Qu, Z Zhou, VD Calhoun, A Zhang, YP Wang — 2025

 

  • Altered hierarchical rank in intrinsic neural time-scales in autism spectrum disorder
    A Solomon, W Yu, J Rasero, A Zhang — 2025

 

  • A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis
    Y Zhang, L Wang, KJ Su, A Zhang, H Zhu, X Liu, H Shen, VD Calhoun, … — 2025

 

  • A Novel GNN Framework Integrating Neuroimaging and Behavioral Information to Understand Adolescent Psychiatric Disorders
    W Yu, G Qu, Y Kim, L Xu, A Zhang — 2025

 

  • A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence
    A Zhang, G Zhang, B Cai, TW Wilson, JM Stephen, VD Calhoun, YP Wang — 2024

 

  • Exploring hierarchical gradients of intrinsic neural timescales in mild cognitive impairment and Alzheimer’s disease
    A Zhang, K Wengler, X Zhu, G Horga, TE Goldberg, S Lee — 2024

 

  • Time‐varying dynamic Bayesian network learning for an fMRI study of emotion processing
    L Sun, A Zhang, F Liang — 2024

 

  • Altered hierarchical gradients of intrinsic neural timescales in mild cognitive impairment and Alzheimer’s disease
    A Zhang, K Wengler, X Zhu, G Horga, TE Goldberg, S Lee, … — 2024

 

  • Associations Between Brain Connectivity and Psychiatric Symptoms in Children: Insights into Adolescent Mental Health
    D Mutu, K Ji, X He, S Lee, S Sequeira, A Zhang — 2024

 

🧾 Conclusion

Dr. Zhang’s journey exemplifies a seamless integration of data science and neuroscience to address pressing mental health challenges. Her innovative use of multimodal data and machine learning not only contributes to scientific advancement but also enhances real-world clinical decision-making. As she continues to pioneer research at the intersection of computation and psychiatry, her influence is poised to grow, shaping the future of precision mental health care and empowering both academia and clinical practice through data-driven insights.