Dr. Marta Campi, Statistical Methods, Best Researcher Award

Doctareat at Institut Pasteur, France

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Summary:

Dr. Marta Campi is a Postdoctoral Researcher at Institut Pasteur with expertise in Statistical Signal Processing and Machine Learning. She specializes in developing computational optimal speech enhancement techniques for real-time application in hearing aids, particularly tailored for individuals with auditory neuropathies. Her research integrates personalized cues into model calibration for improved efficacy. With a background in financial computing and econometrics, Marta brings a diverse skill set to her research endeavors.

Education:

PhD in Statistical Science and Signal Processing, University College London, UK
MPhil in Statistics, University College London, UK
MRes in Financial Computing, University College London, UK
MSc in Financial Econometrics, University of Essex, UK
BSc in Mathematical Statistics and Data Management, Universita degli studi di Genova, Italy

Professional Experience:

Dr. Marta Campi has amassed a diverse and extensive professional background, spanning various research, academic, and industry roles across multiple countries. As a Postdoctoral Researcher at Institut Pasteur in Paris, France, she focuses on advancing signal processing techniques for auditory applications, particularly in the development of computational optimal speech enhancement methods for hearing aids. Marta’s expertise extends to her role as a Research Engineer at Telecom Paris, where she contributed to implementing machine learning geolocation methods for wireless device networks.

Her dedication to education is evident through her tenure as a Teaching Assistant at University College London, where she tutored courses in probability, statistics, and programming methods. Marta has also lent her expertise as a Research Assistant at Heriot-Watt University in Edinburgh, Scotland, and City University of London, enriching projects in green finance and copula functions within insurance applications, respectively.

She broadened her research horizons through international collaborations, serving as a Visiting Research Fellow at the Institute of Statistical Mathematics in Tokyo, Japan, and a Visiting Research Student at Universite Clermont Auvergne in Clermont-Ferrand, France. Marta’s industry experience includes roles as a Senior Analyst at Fortlake Asset Management in Sydney, Australia, and as a Consultant at InRobin in Edinburgh, UK, where she contributed to predictive modeling and asset maintenance monitoring.

Her earlier experience as a Junior Analyst at COSTA CROCIERE S.P.A in Genova, Italy, further enriched her analytical skills and understanding of demand forecasting and price optimization. Throughout her career, Marta has demonstrated a commitment to interdisciplinary research and innovation, bridging the gap between academia and industry to address complex challenges in statistical signal processing and machine learning.

Research Interest :

Dr. Campi’s research interests span statistical signal processing, machine learning, and auditory neuroscience, with a focus on developing innovative solutions for speech enhancement in hearing aids. She is particularly interested in leveraging personalized cues and novel signal processing techniques to address auditory neuropathies and improve the quality of life for individuals with hearing impairments. Marta’s interdisciplinary approach combines her expertise in statistical science with real-world applications, aiming to bridge the gap between cutting-edge research and clinical practice in audiology.

Publication Top Noted:

Paper Title: Machine Learning Mitigants for Speech Based Cyber Risk

Authors: Marta Campi, Gareth Peters, Nourddine Azzaoui, Tomoko Matsui
Journal: IEEE Access
Year: 2021

Paper Title: Cervical vestibular evoked myogenic potentials in healthy children: Normative values for bone and air conduction

Authors: Sylvette Wiener-Vacherm, Marta Campi, Priscilla Boizeau, Hung Thai-Van
Journal: Frontiers in Neurology, Section Neuro-Otology
Year: 2023

Paper Title: Ataxic speech disorders and Parkinson’s disease diagnostics via stochastic embedding of empirical mode decomposition

Authors: Marta Campi, Gareth Peters, Dorota Toczydlowska
Journal: PLOS One
Year: 2023

Paper Title: A Statistical Perspective of the Empirical Mode Decomposition

Authors: Marta Campi
Year: 2022

Assoc Prof Dr. Patrizia Pontisso - Emerging Research Trends - International Data Breakthrough Excellence Award

Università degli Studi di Padova - Italy

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Early Academic Pursuits

Assoc Prof Dr Pontisso Patrizia's academic journey began with a solid foundation in medicine. Graduating with a degree in Medicine and Surgery from the University of Padova in 1980, she demonstrated early commitment and passion for her field. Subsequently, she pursued specializations in Internal Medicine (1985) and Clinical Hematology (1988), further honing her expertise.

Professional Endeavors

Assoc Prof Dr Pontisso's professional career exemplifies dedication and leadership in academia and clinical practice. From 1989 to 2006, she served as a Medical Manager at the Padova University Hospital, where she played a pivotal role in the Hepatology department. Her responsibilities included clinical management and leadership as Assistant Hospital Co-Manager in Clinic 5.

Later, from 2006 onwards, Pontisso assumed the role of Associate Professor at the University of Padova's Department of Medicine. Here, she demonstrated her prowess in patient care, serving as the coordinator of medical services at Clinic 5. Notably, she spearheaded the Molecular Hepatology Section and established the associated Hepatology Biobank.

Pontisso's contributions extend beyond clinical practice. She served as a member of the Editorial Board for Digestive and Liver Disease for two decades (1997-2017) and held editorial positions, including Associate Editor. Additionally, her involvement with the Italian Association for the Study of the Liver (AISF) underscores her commitment to advancing hepatology.

Contributions and Research Focus

Assoc Prof Dr Pontisso's research focus lies at the intersection of molecular biology and hepatology. Her pioneering work in molecular virology, particularly on hepatitis B and C viruses, has significantly advanced understanding of these infections' natural history and treatment. Notably, her studies on viral hepatitis have contributed to the development of antiviral therapies.

Furthermore, Pontisso's investigations into liver cancer pathogenesis and molecular diagnostics have paved the way for novel therapeutic approaches. Her use of innovative models, including transgenic animal colonies, underscores her commitment to cutting-edge research.

Accolades and Recognition

Assoc Prof Dr Pontisso's scholarly contributions have garnered widespread recognition. With over 300 publications and 500 conference presentations, she has established herself as a prominent figure in hepatology research. Her impact factor, total citations, and H-index underscore the significance of her work, reflecting its influence within the scientific community.

Impact and Influence

Pontisso's influence extends beyond academia, shaping clinical practice and public health policies. Her research findings have informed the development of therapeutic strategies for viral hepatitis and liver cancer, ultimately improving patient outcomes globally.

Legacy and Future Contributions

Assoc Prof Dr Pontisso's legacy lies in her multifaceted contributions to hepatology, spanning clinical care, research, and education. As she continues her academic journey, her future contributions are poised to further advance the field, inspiring future generations of researchers and clinicians.

In conclusion, Pontisso Patrizia's illustrious career exemplifies excellence in academic pursuits, clinical practice, and research. Her unwavering dedication to advancing hepatology has left an indelible mark on the field, shaping its trajectory for years to come.