no code implementations • 15 Sep 2021 • Sivaramakrishnan Sankarapandian, Saul Kohn, Vaughn Spurrier, Sean Grullon, Rajath E. Soans, Kameswari D. Ayyagari, Ramachandra V. Chamarthi, Kiran Motaparthi, Jason B. Lee, Wonwoo Shon, Michael Bonham, Julianna D. Ianni
Although melanoma occurs more rarely than several other skin cancers, patients' long term survival rate is extremely low if the diagnosis is missed.
no code implementations • 9 Jul 2018 • Sultan Hassan, Adrian Liu, Saul Kohn, Paul La Plante
We create a Convolutional Neural Network (CNN) that is efficiently able to distinguish between 21cm maps that are produced by AGN versus galaxies scenarios with an accuracy of 92-100%, depending on redshift and neutral fraction range.
Cosmology and Nongalactic Astrophysics Astrophysics of Galaxies
no code implementations • 19 Jan 2018 • Sultan Hassan, Adrian Liu, Saul Kohn, James E. Aguirre, Paul La Plante, Adam Lidz
Next-generation 21cm observations will enable imaging of reionization on very large scales.
Cosmology and Nongalactic Astrophysics Astrophysics of Galaxies