(20181102) NEDC Eval EEG (v1.3.0): In this release, the FPR definition of the TAES metric has been updated to the standard definition which is #FP / (#FP + #TN) or in other words (1 - TNR).
(20181022) NEDC TUH EEG Seizure (v1.4.0): This release includes improvements to the quality of annotations. Annotation corrections were made in the development test and training sets
(20180817) NEDC TUH EEG Seizure (v1.3.0): This release contains quality improvements of the annotations, as manually labeled calibration sequences. The main reason for this release is that we have created a blind evaluation set, often referred to as a held-out set. This is not being released, but will be used in an upcoming Kaggle-style challenge hosted by IBM. More details about this challenge will follow within the next few months.
(20180716) NEDC presented several posters at the 26th Conference on Intelligent Systems for Molecular Biology. To view these presentations, click here.
(20180710) NEDC EEG AutoAnnotations (v1.1.0): This release includes the addition of automatically generated annotations using a six-way classification approach. In six-way classification, the first three events are of clinical interest: (1) spike and/or sharp waves (SPSW), (2) periodic lateralized epileptiform discharges (PLED), and (3) generalized periodic epileptiform discharges (GPED). The remaining three events are used to model background noise: (1) eye movement (EYEM), (2) artifacts (ARTF), and (3) background (BCKG).
(20180703) The NEDC group had a going away party to celebrate Eva's time here in our research group.
(20180621) The TUH EEG Events Corpus (v1.0.1): The EDF files in the previous release with corrupted headers have been fixed. All files should pass processing using standard open source tools.
(20180609) We are releasing automatically generated annotations of a large subset of v1.1.0 of TUH EEG: These annotations are only for EEG files that are under an hour in duration and contain 22 channels.
(20180530) The sixth floor lab had a going-away party to celebrate Eva Von Weltin's last week working with us. We are incredibly grateful for having Eva work with us these past few years, and wish her the best in her future endeavours!
- (20180509) The end of the semester is finally here! The ISIP group had our annual end of the year party to celebrate the end of the academic year. Time to have a productive summer!
- (20180504) Congratulations to our research team for the acceptance of their abstract submissions for the 2018 ISMB conference! Abstracts discuss the automatic interpretation of abnormal EEGs, curriculum based deep learning techniques, and a deep residual learning framework for convolutional neural networks.
- (20180501) V1.2.0 of NEDC Eval EEG has been released. This scoring software results using 5 different scoring methods: NIST, DP Align, Epoch Based, Any-Overlap, and TAES.
- (20180417) The TUH EEG Corpus (v1.1.0): This is the official version of the TUH EEG Corpus. This release organizes each session by the montage definition it fits. File naming conventions have been adjusted and files not containing any usable brain signal have been removed.
- (20180416) The TUH EEG Seizure Corpus (v1.2.1): This release includes small annotation fixes and an addition to the _SEIZURES spreadsheet of calibration start and end times, as well as other small cleanups.
- (20180416) The TUH EEG Seizure Corpus (v1.2.1) This release includes small annotation fixes and an addition to the _SEIZURES spreadsheet of calibration start and end times.
- (20180412) The TUH Abnormal EEG Corpus (v2.0.0): This is a subset of the TUH EEG corpus that can be used for automatic detection of abnormal EEGs. This release contains patient numbers that have been re-mapped to be consistent with v1.1.0 of TUH EEG. Some cleanups including the removal of duplicate files have been made.
- (20180412) The TUH EEG Slowing Corpus (v1.0.1): This is a small data set that can be used to study the difference between slowing and seizures in EEGs. This release contains patient numbers that have been re-mapped to be consistent with v1.1.0 of TUH EEG.
- (20180327) The TUH EEG Six-Way Event Classification Corpus (v1.0.0): This release contains the data used to develop our initial version of AutoEEG. Sections of EEG signals are annotated for one of 6 events: spike, gped, pled, eye movement, artifact and background. Please review the AAREADME file for more information about the release.
- (20180208) Visualize and modify EDFs with the beta release of our visualization tool!
- (20180123) Our digital scanner is now operational. This scanner will help create an open-source database of pathology slides. Learn more about our MRI project here.
- (20171207) v1.2.0 of the TUH EEG Corpus has been released. See TUH EEG Corpus for more details.