Research

Our Research Areas

Man sits at large monitor viewing digital image of the brain

CeMSIM researchers are developing unique imaging modalities via the joint design of imaging hardware and image formation algorithms to provide new solutions with unprecedented capabilities for a wide array of biomedical applications. Researchers are active in integrating innovative imaging systems for precision medicine, pioneering quantum imaging and detection methodologies for biomedical applications, developing dedicated AI-based image formation/processing pipelines/diagnostic models and associated novel methodologies at the interface of AI and simulation-based inference.

Lead: Dr. Xavier Intes | Co-lead: Dr. Moussa Ngom

Scientist works with a scientist wearing a head monitor and viewing a monitor of the brain

CeMSIM researchers are developing and employing novel methodologies to study the human brain in relation to performance at work and in everyday setting. These efforts leverage expertise in electrical (EEG) and optical imaging systems (fNIRS), dedicated data processing pipelines, AI-based classification and inferences, and Physics-based simulation workflows. These new methodologies are deployed in the context of high-stake professional settings such as surgical skill execution.   

Lead: Dr. Xavier Intes | Co-lead: Dr. Stefan T. Radev

CGI researchers work at a monitor and a microscope

CeMSIM researchers are developing novel bioprinting and biofabrication methods to engineer precise cell cultures, functional tissue constructs, tissue systems, and in vitro models of development and disease. The integration of multiple fabrication techniques enables spatially- and compositionally-precise living, cellular constructs to be created for fundamental biologic investigations, and disease modeling. Researchers also employ a variety of novel characterization techniques, including non-destructive methods, to assess the biologic viability, morphology, and biomechanical aspects of engineered constructs during development, and in response to therapeutic treatment.

Lead: Dr. David Corr | Co-lead: Dr. Leo Wan

Colorful illustraion of students at desks with two walls of charts and graphs

CeMSIM researchers employ a multi-disciplinary approach that combines novel theoretical and computational models, along with data-driven analytics, for biomedical modeling and simulation. Researchers are actively engaged in developing novel physics-based models and real-time algorithms and simulation technologies, and employing them in a wide range of biologically and clinically relevant applications, such as tissue development, pre-operative surgical planning, soft tissue injury and wound healing.

Lead: Dr. Rahul Rahul | Co-lead: Dr. Lucy Zhang

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