Deep Learning Skin Cancer Detection (Multi-Type, ISIC2018)
A deep learning project for multi-class skin cancer detection using ISIC2018 dataset.
Selected Projects
I enjoy making things. Here are a selection of projects that I have worked on over the years.
βIV Spectrin & AKT/GSK3 Dysregulation as Multimodal Biomarkers in Schizophrenia
A transcriptomics-driven, multi-modal investigation integrating RNA-seq, neuroimaging, and iPSC-derived neuronal models to identify βIV spectrin and AKT/GSK3 pathway dysregulation …
Transcriptomics-Driven Biomarkers for Major Depressive Disorder (MDD)
Multi-modal integration of transcriptomic gene expression and neuroimaging biomarkers for Major Depressive Disorder (MDD), identifying biologically interpretable molecular …
3D Prostate MRI Segmentation Using GAN
Automatic 3D prostate MRI segmentation using Conditional GANs, integrating volumetric MRI input, adversarial training, and post-processing for accurate segmentation.
Granularity of Regional Homogeneity Changes in MDD (UKBB)
Adaptive parcellation of brain regions in MDD using KL distance enhances sensitivity of Regional Homogeneity (ReHo) biomarkers, enabling individualized and robust translational …