I am a researcher and scientific entrepreneur with a focus on developing interpretable machine-learning tools to enhance prediction, early identification, diagnosis, and treatment recommendations in various healthcare applications. My work spans projects like predicting adverse perinatal outcomes from fetal ultrasounds, designing antenatal risk assessment tools, and developing machine learning models to interpret echocardiographic images combined with biomarkers in cardiovascular disease.I have also led business development efforts within our research group at UPF, heading TransCOR, an AI-driven platform that leverages ultrasound imaging to support clinical decision-making in cardiology. I’m passionate about using AI to tackle real-world healthcare challenges, particularly in cardiology and obstetrics.Curious, goal-oriented, and a strong communicator, I thrive in interdisciplinary teams, collaborating closely with healthcare professionals. My work sits at the intersection of AI and healthcare, where I continuously seek to innovate and contribute to impactful, patient-centered solutions.
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ManagerPredictbyBarcelona, Ct, Es -
Postdoctoral ResearcherUniversitat Pompeu Fabra - Barcelona Sep 2022 - PresentBarcelona, Cataluña, España- Entrepreneurship: lead the business development of the research group. Led all technology transfer initiatives within the research group. IP protection. Software development management and coordination. Writing of tech-transfer project proposals to raise public and private funding. Writing of intellectual property documents (patent filing, invention sheets), and software platform user manuals. - Research: developed interpretable machine learning models to predict adverse perinatal outcomes from fetal ultrasounds and routinely collected clinical data. Participated in several global health initiatives, to support materno-fetal health in low and middle-income countries. - Education: mentoring of 1 PhD student, +8 master students and +10 bachelor students. -
Senior Data ScientistBcnatal Fetal Medicine Research Center Sep 2021 - Sep 2022Barcelona, Cataluña, EspañaMonitoring, integration and analysis of fetal data to support the development of an artificial placenta -
Data Science ManagerRoche Farma España May 2020 - May 2021Madrid Y AlrededoresAs a data science manager, I led the development and execution of Real-World Data (RWD) and Real-World Evidence (RWE) strategies within the Medical Affairs Group to support personalized healthcare initiatives. My role involved driving data science and digital health strategies, leveraging cutting-edge analytics to inform medical decision-making, optimize patient outcomes, and accelerate the integration of data-driven insights into clinical practices. -
Científico De DatosWorld Health Organization Sep 2019 - Dec 2019Ginebra Y Alrededores, SuizaDesign and validation of interpretable machine learning tools for antenatal risk assessment in African communities, within the World Health Organization Department of Sexual and Reproductive Health. -
Postdoctoral ResearcherInstitut D’Investigacions Biomèdiques August Pi I Sunyer (Idibaps) Feb 2019 - Dec 2019Barcelona Y Alrededores, EspañaDevelopment of machine learning tools, for the interpretation of echocardiographic images combined with several biomarkers from patients with different cardiovascular diseases. -
Expert AdvisorEuropean Commission Jan 2019 - Dec 2019Sevilla Y Alrededores, EspañaLed a collaborative initiative exploring how AI is reshaping patient management and the future of data-driven healthcare. This involved co-authoring a position paper and organizing a workshop focused on the transformative impact of machine intelligence in medical diagnosis and clinical decision-making. -
Postdoctoral ResearcherUniversitat Pompeu Fabra - Barcelona Oct 2018 - Jan 2019Barcelona Y Alrededores, EspañaMain research: statistical learning of representations for the analysis of patients with Heart Failure -
Phd CandidateUniversitat Pompeu Fabra - Barcelona Jan 2014 - Sep 2018Barcelona Y Alrededores, España -
Intern, R&DBrigham And Women'S Hospital Mar 2017 - Jun 2017Boston Y Alrededores, Estados UnidosCardiovascular Imaging Core Lab (under the supervision of Dr. Scott D. Solomon) -
Visiting Research FellowHarvard Medical School Mar 2017 - Jun 2017Boston Y Alrededores, Estados UnidosApplication of machine learning approaches to echocardiographic images to help identify predictors of adverse outcome in patients with heart failure. -
Intern, R&DInria May 2016 - Jul 2016Niza Y Alrededores, FranciaAsclepios team (under the supervision of Dr. Nicolas Duchateau and Dr. Maxime Sermesant). -
Internship StudentArtorg Center For Biomedical Engineering Research Mar 2013 - Aug 2013Research Assistant in Cardiovascular Engineering
Sergio Sánchez Martínez Skills
Sergio Sánchez Martínez Education Details
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Marketing Expert -
Biomedical/Medical Engineering -
Electronics And Biomedical Instrumentation -
Sound & Image
Frequently Asked Questions about Sergio Sánchez Martínez
What company does Sergio Sánchez Martínez work for?
Sergio Sánchez Martínez works for Predictby
What is Sergio Sánchez Martínez's role at the current company?
Sergio Sánchez Martínez's current role is Manager.
What schools did Sergio Sánchez Martínez attend?
Sergio Sánchez Martínez attended Thepowermba, Universitat Pompeu Fabra - Barcelona, Universitat Politècnica De València (Upv), Universitat D'alacant.
What are some of Sergio Sánchez Martínez's interests?
Sergio Sánchez Martínez has interest in Science And Technology, Education, Health.
What skills is Sergio Sánchez Martínez known for?
Sergio Sánchez Martínez has skills like Biosignal Processing, Image Guided Therapy, Cardiovascular Engineering, Medical Image Analysis, Clinical Decision Support Systems, Biostatistics, Machine Learning, Statistical Learning, Computer Vision, Manifold Learning, Dimensionality Reduction, C++.
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Sergio Sánchez Martínez
Data Scientist Manager At Caixabank Business IntelligenceGreater Barcelona Metropolitan Area1gmail.com -
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