Projects
1. Lung nodule segmentation using lung CT images
Task: lung nodule (cancer) segmentation
Data: LIDC-LDRI(Lung Image Database Consortium and Image Database Resource Initiative, a reference database of lung nodules on CT scans)
2. Brain tumor segmentation using brain MRI
Task: tumor segmentation in brain MRI
Data: BraTS
Links:
3. Language-based audio retrieval
Task: to retrieve audio files based on a given text query
Data: Clotho dataset
Challenge: Detection and Classification of Acoustic Scenes and Events (DCASE)
Links:
https://dcase.community/
4. Visual object tracking
5. Automated audio captioning
6. Language-queried audio source separation
7. First-shot unsupervised anomalous sound detection for machine condition monitoring
8. Deep learning model for classifying wheezing using auscultation sound of lung
Task : Detection of Wheezing
Data : Collected in Real-hospital Dataset
9. Speech signal-based depression diagnosis using deep learning
10. Machine learning-based aging index model
11. Deep learning-based patent evaluation system
12. Toxicity prediction for chemicals based on molecular structure
13. Laser speckle image analysis using deep learning
14. Long term time series forecasting
