Name: Gautam Machiraju
Type: User
Company: Stanford Biomedical Data Science
Bio: Biomedical Informatics PhD Candidate @ Stanford Dept. of Biomedical Data Science | Computer vision & spatial statistics for cancer prognostics + global health.
Twitter: gmachiraju
Location: Berkeley, CA, United States
Gautam Machiraju's Projects
Computational Biology coursework @ Berkeley — BioE 131, taught by Dr. Ian Holmes, Spring 2015.
Shared repo for thesis work involving: Deep Learning, Computer Vision, Multi-task Learning, weak supervision, eXplainable AI, Salient Object Detection, Computational Pathology, megapixel & multiplexed image analysis
deep learning techniques for multi-omics integration (CS 229 project)
Prospector Heads: Generalized Feature Attribution for Large Models & Data
Interpolation data analysis @ Lawrence Berkeley National Labs — under Dr. Greg Hura.
An NLP-driven biomarker aggregation pipeline built at Mallick Lab with partnership from Stanford's Info Lab.
website for Marker data
hosting backend goodies
Older version of markerville - repo for Heroku hosting
Code for "Multicompartment modeling of protein shedding kinetics during vascularized tumor growth"
Analysis of quaff aligner on minion sequence data. Project at Holmes Lab, Dept. of BioE, UC Berkeley.
A GPU/CUDA-driven tumor proliferation simulation built at Mallick Lab with partnership from University of Louisville.