Zobrazeno 1 - 10
of 14 747
pro vyhledávání: '"COLLIN M."'
Autor:
Oufattole, Nassim, Bergamaschi, Teya, Kolo, Aleksia, Jeong, Hyewon, Gaggin, Hanna, Stultz, Collin M., McDermott, Matthew B. A.
Effective, reliable, and scalable development of machine learning (ML) solutions for structured electronic health record (EHR) data requires the ability to reliably generate high-quality baseline models for diverse supervised learning tasks in an eff
Externí odkaz:
http://arxiv.org/abs/2411.00200
Publikováno v:
Supercond. Sci. Technol. 37, 125017 (2024)
We report a systematic comparison of niobium nitride thin films deposited on oxidized silicon substrates by reactive DC magnetron sputtering and reactive high-power impulse magnetron sputtering (HiPIMS). After determining the nitrogen gas concentrati
Externí odkaz:
http://arxiv.org/abs/2408.17256
Autor:
Suchitra D. Panigrahi, Karoline C. Klebba, Emily N. Rodriguez, Collin M. Mayhan, Nalinikanth Kotagiri, Harshita Kumari
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)
Abstract The use of supramolecular assemblies in pharmaceuticals has garnered significant interest. Recent studies have shown that the activities of antibacterial agents can be enhanced through complexation with cyclic oligomers and metal ions. Notab
Externí odkaz:
https://doaj.org/article/afde27ad671d40baa9cd0f36202f4092
Publikováno v:
MLHC 2023
Heart failure is a debilitating condition that affects millions of people worldwide and has a significant impact on their quality of life and mortality rates. An objective assessment of cardiac pressures remains an important method for the diagnosis
Externí odkaz:
http://arxiv.org/abs/2308.04650
Self-supervised learning (SSL) for clinical time series data has received significant attention in recent literature, since these data are highly rich and provide important information about a patient's physiological state. However, most existing SSL
Externí odkaz:
http://arxiv.org/abs/2307.10923
Autor:
Adina Greene, Vivian C. Iloabuchi, Elizabeth Stoos, Richard J. Butterfield, Nan Zhang, Aaron R. Mangold, Sancy Leachman, Collin M. Costello
Publikováno v:
JEADV Clinical Practice, Vol 3, Iss 3, Pp 844-849 (2024)
Abstract Background Universal skin cancer screening for the Latino population is impractical. Objectives We focused on melanoma education by conducting an online education campaign and collected baseline, postintervention, and 3‐month follow‐up s
Externí odkaz:
https://doaj.org/article/5af9883cad1148a98b84ae00b34f8cad
Autor:
Sebastijan Hobor, Maise Al Bakir, Crispin T. Hiley, Marcin Skrzypski, Alexander M. Frankell, Bjorn Bakker, Thomas B. K. Watkins, Aleksandra Markovets, Jonathan R. Dry, Andrew P. Brown, Jasper van der Aart, Hilda van den Bos, Diana Spierings, Dahmane Oukrif, Marco Novelli, Turja Chakrabarti, Adam H. Rabinowitz, Laila Ait Hassou, Saskia Litière, D. Lucas Kerr, Lisa Tan, Gavin Kelly, David A. Moore, Matthew J. Renshaw, Subramanian Venkatesan, William Hill, Ariana Huebner, Carlos Martínez-Ruiz, James R. M. Black, Wei Wu, Mihaela Angelova, Nicholas McGranahan, Julian Downward, Juliann Chmielecki, Carl Barrett, Kevin Litchfield, Su Kit Chew, Collin M. Blakely, Elza C. de Bruin, Floris Foijer, Karen H. Vousden, Trever G. Bivona, TRACERx consortium, Robert E. Hynds, Nnennaya Kanu, Simone Zaccaria, Eva Grönroos, Charles Swanton
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-21 (2024)
Abstract The phenomenon of mixed/heterogenous treatment responses to cancer therapies within an individual patient presents a challenging clinical scenario. Furthermore, the molecular basis of mixed intra-patient tumor responses remains unclear. Here
Externí odkaz:
https://doaj.org/article/a58c4b29e1d8491b8078212067633916
Autor:
Franziska Haderk, Yu-Ting Chou, Lauren Cech, Celia Fernández-Méndez, Johnny Yu, Victor Olivas, Ismail M. Meraz, Dora Barbosa Rabago, D. Lucas Kerr, Carlos Gomez, David V. Allegakoen, Juan Guan, Khyati N. Shah, Kari A. Herrington, Oghenekevwe M. Gbenedio, Shigeki Nanjo, Mourad Majidi, Whitney Tamaki, Yashar K. Pourmoghadam, Julia K. Rotow, Caroline E. McCoach, Jonathan W. Riess, J. Silvio Gutkind, Tracy T. Tang, Leonard Post, Bo Huang, Pilar Santisteban, Hani Goodarzi, Sourav Bandyopadhyay, Calvin J. Kuo, Jeroen P. Roose, Wei Wu, Collin M. Blakely, Jack A. Roth, Trever G. Bivona
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-19 (2024)
Abstract Targeted therapy is effective in many tumor types including lung cancer, the leading cause of cancer mortality. Paradigm defining examples are targeted therapies directed against non-small cell lung cancer (NSCLC) subtypes with oncogenic alt
Externí odkaz:
https://doaj.org/article/be0a7eca3725431ab19bfe58739629b9
Autor:
Douglas, Collin M.1 (AUTHOR), Bird, Jonathan E.2 (AUTHOR), Kopinke, Daniel2 (AUTHOR), Esser, Karyn A.1 (AUTHOR) kaesser@ufl.edu
Publikováno v:
PLoS ONE. 4/30/2024, Vol. 19 Issue 4, p1-23. 23p.
Neural network models have demonstrated impressive performance in predicting pathologies and outcomes from the 12-lead electrocardiogram (ECG). However, these models often need to be trained with large, labelled datasets, which are not available for
Externí odkaz:
http://arxiv.org/abs/2204.04360