Adaptive Fine-tuning based Transfer Learning for the Identification of MGMT Promoter Methylation Status

Kavli Affiliate: Jing Wang | First 5 Authors: Erich Schmitz, Yunhui Guo, Jing Wang, , | Summary: Glioblastoma Multiforme (GBM) is an aggressive form of malignant brain tumor with a generally poor prognosis. Treatment usually includes a mix of surgical resection, radiation therapy, and akylating chemotherapy but, even with these intensive treatments, the 2-year survival […]


Continue.. Adaptive Fine-tuning based Transfer Learning for the Identification of MGMT Promoter Methylation Status

Adaptive Fine-tuning based Transfer Learning for the Identification of MGMT Promoter Methylation Status

Kavli Affiliate: Jing Wang | First 5 Authors: Erich Schmitz, Yunhui Guo, Jing Wang, , | Summary: Glioblastoma Multiforme (GBM) is an aggressive form of malignant brain tumor with a generally poor prognosis. Treatment usually includes a mix of surgical resection, radiation therapy, and akylating chemotherapy but, even with these intensive treatments, the 2-year survival […]


Continue.. Adaptive Fine-tuning based Transfer Learning for the Identification of MGMT Promoter Methylation Status

Development of covalent chemogenetic K2P channel activators

Kavli Affiliate: Daniel Minor | Authors: Parker E Deal, Haerim Lee, Abhisek Mondal, Marco Lolicato, Philipe Ribeiro Furtado de Mandonca, Holly Black, Xochina El-Hilali, Clifford Bryant, Ehud Y Isacoff, Adam Renslo and Daniel L Minor, Jr. | Summary: K2P potassium channels regulate excitability by affecting cellular resting membrane potential in the brain, cardiovascular system, immune […]


Continue.. Development of covalent chemogenetic K2P channel activators

Probing the Galactic Diffuse Continuum Emission with COSI

Kavli Affiliate: Troy Porter | Summary:In 2016 the Compton Spectrometer and Imager (COSI) had a successful 46-day flight onboard NASA’s Super Pressure Balloon platform. In this work we report measurements of the Galactic diffuse continuum emission (GDCE) observed towards the inner Galaxy during the flight, which in the COSI energy band (0.2 – 5 MeV) […]


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A Population of Short-duration Gamma-ray Bursts with Dwarf Host Galaxies

Kavli Affiliate: Alexander P. Ji | First 5 Authors: Anya E. Nugent, Wen-fai Fong, Cristian Castrejon, Joel Leja, Michael Zevin | Summary: We present a population of 11 of the faintest ($> 25.5$ AB mag) short gamma-ray burst (GRB) host galaxies. We model their sparse available observations using the stellar population inference code Prospector-$beta$ and […]


Continue.. A Population of Short-duration Gamma-ray Bursts with Dwarf Host Galaxies

Simulating medium-spectral-resolution exoplanet characterization with SCALES angular/reference differential imaging

Kavli Affiliate: Bruce Macintosh | First 5 Authors: Aditi Desai, Stephanie E. Sallum, Ravinder Banyal, Natalie Batalha, Natasha Batalha | Summary: SCALES (Slicer Combined with Array of Lenslets for Exoplanet Spectroscopy) is a 2 – 5 micron high-contrast lenslet-based integral field spectrograph (IFS) designed to characterize exoplanets and their atmospheres. The SCALES medium-spectral-resolution mode uses […]


Continue.. Simulating medium-spectral-resolution exoplanet characterization with SCALES angular/reference differential imaging

Simple Mechanisms for Representing, Indexing and Manipulating Concepts

Kavli Affiliate: Li Xin Li| First 5 Authors: [#item_custom_name[1, [#item_custom_name[2, [#item_custom_name[3, [#item_custom_name[4, [#item_custom_name[5| Summary:Supervised and unsupervised learning using deep neural networks typically aims to exploit the underlying structure in the training data; this structure is often explained using a latent generative process that produces the data, and the generative process is often hierarchical, involving latent […]


Continue.. Simple Mechanisms for Representing, Indexing and Manipulating Concepts