Diagnosing OSCC via video

Diagnosing and Treating Stress via Neuroimaging

Diagnosing software configuration errors via static analysis

Software misconfiguration is responsible for a substantial part of today’s system failures, causing about one quarter of all user-reported issues. Identifying their root causes can be costly in terms of time and human resources. To reduce the effort, researchers from industry and academia have developed many techniques to assist software engineers in troubleshooting software configuration. Unfo...

Diagnosing Algebra Understanding via Bayesian Inverse Planning

Students’ solution processes can offer significant insight into their misunderstandings. However, freeform solutions can be difficult to interpret, leading many educational technologies to examine only students’ final answers or to structure problem solving to make it more interpretable. We develop a new approach using Bayesian inverse planning for diagnosing algebra skills that interprets stud...

Video Scene Segmentation via Continuous Video Coherence

In extended video sequences, individual frames are grouped into shots which are defined as a sequence taken by a single camera, and related shots are grouped into scenes which are defined by a single dramatic event taken by a small number of related cameras. This hierarchical structure is deliberately constructed, dictated by the limitations and preferences of the human visual and memory system...

Monitoring and Diagnosing Neonatal Seizures by Video Signal Processing

Clinical operators in one of the most difficult health care fields, namely neonatal neurology, on a daily basis have to face the diagnosis of epileptic seizures. Most of the neonates affected by perinatal diseases are at risk of neonatal seizures, which are the most common sign of acute neurological dysfunctions and must be promptly and accurately recognized in order to establish timely treatme...