Members

Current Members

Postdocs

Computational methods for super-resolution single-molecule localization microscopy (SMLM) cluster analysis and quantification.

Deep learning to detect and classify diseases in dermatology images.

PhD Students

Deep learning applied to data augmentation and segmentation tasks in medical image analysis with a primary focus on skin lesion images.

Deep learning for medical image reconstruction with a primary focus on diffuse optical tomography.

Interaction analysis in 2/3D super-resolution microscopy to discover new biological functions driving infectious and degenerative diseases, with a focus on belief theory in the context of weakly supervised object detection.

Adrian D'Alessandro

Weakly supervised object localization and counting, with a focus on agricultural applications.

Image enhancement in microscopy imaging.

Explainable AI with a focus on medical imaging tasks.

Deep learning for semantic segmentation with a focus on skin lesion images.

Deep learning applied to fluorescence microscopy to help explain and quantify morphological changes to cellular domains, with a focus on discovering drug- and virus-induced biomarkers.

Inferring 3D plant structure from 2D images.

Investigating a time-to-harvest application of deep neural nets for cannabis cultivation.

Colocalization and interaction of subcellular structures.

MSc Students

Detection and segmentation of tumors in 3D PET/CT scans with domain knowledge inspired deep learning.

Graph neural networks for super-resolution microscopy point cloud data analysis for understanding biological structures.

Artificial intelligence for health application.

Deep learning to classify multimodal medical images of brain tumors and skin lesions.

Artificial intelligence for health application.

Machine learning and computer vision applied to processes in agriculture and plant science.

Super-resolution microscopy analysis of the endoplasmic reticulum.

3D textured mesh analysis via deep learning for dermatology.

External Visitors, Volunteers, and Interns

Shubam Sachdeva Graduate RA

Speech video enhancement.

Saurabh GargGraduate RA

Speech video enhancement.

Sajjad ShamanianUndergraduate RA

3D human imaging and analysis

Alumni

Alumni - Postdoctoral fellows

Alumni - PhD students

Alumni - MSc students

Alumni - External Visitors and Volunteers

Group Photos

Speech synthesis from silent videos.