Trying to predict an exhale image from inhale using VAE latents.
I am fine-tuning Stable Diffusion using LoRA and DreamBooth to generate axial CT scans of lungs with fibrosis.
Researched and presented on sequence alignment algorithms (Smith-Waterman) and modern tools like DIAMOND and DeepClust, including k-mer hashing and vertex cover applications.
Investigating if ML's ability to classify cancer types can be significantly improved by integrating multi-omic data (RNA-seq and CNV).
Researched and presented on the best approach to aligning tag-seq data when no or a poor species-specific reference transcriptome is available.
