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pro vyhledávání: '"Van Ness, P"'
Autor:
Van Ness, Mike, Udell, Madeleine
Survival analysis is widely used as a technique to model time-to-event data when some data is censored, particularly in healthcare for predicting future patient risk. In such settings, survival models must be both accurate and interpretable so that u
Externí odkaz:
http://arxiv.org/abs/2404.14689
Autor:
Van Ness, Mike, Bosschieter, Tomas, Din, Natasha, Ambrosy, Andrew, Sandhu, Alexander, Udell, Madeleine
Survival analysis, or time-to-event analysis, is an important and widespread problem in healthcare research. Medical research has traditionally relied on Cox models for survival analysis, due to their simplicity and interpretability. Cox models assum
Externí odkaz:
http://arxiv.org/abs/2310.15472
Autor:
Van Ness, Mike, Shen, Huibin, Wang, Hao, Jin, Xiaoyong, Maddix, Danielle C., Gopalswamy, Karthick
Meta-forecasting is a newly emerging field which combines meta-learning and time series forecasting. The goal of meta-forecasting is to train over a collection of source time series and generalize to new time series one-at-a-time. Previous approaches
Externí odkaz:
http://arxiv.org/abs/2302.02077
Publikováno v:
SIGKDD 2023 Proceedings p5004 5015
Missing data is common in applied data science, particularly for tabular data sets found in healthcare, social sciences, and natural sciences. Most supervised learning methods only work on complete data, thus requiring preprocessing such as missing v
Externí odkaz:
http://arxiv.org/abs/2211.09259
Publikováno v:
Women's Health, Vol 20 (2024)
Background: The United States is increasingly recognizing period product insecurity, insufficient access to menstrual products and limited private spaces for managing menstruation due to financial constraints, as an issue impacting the well-being and
Externí odkaz:
https://doaj.org/article/e2449763474a4056be230f6789c15d60
Publikováno v:
Women's Health, Vol 20 (2024)
Background: Period products like pads, tampons, and a variety of disposable and reusable hygiene supplies constitute just one facet essential for effectively managing menstruation in a way that allows an individual to feel comfortable carrying out th
Externí odkaz:
https://doaj.org/article/8d7c9ac1282e4afab766af4d84ef7a8d
Autor:
Linda B. Baughn, Erik Jessen, Neeraj Sharma, Hongwei Tang, James B. Smadbeck, Mark D. Long, Kathryn Pearce, Matthew Smith, Surendra Dasari, Zohar Sachs, Michael A. Linden, Joselle Cook, A. Keith Stewart, Marta Chesi, Amit Mitra, P. Leif Bergsagel, Brian Van Ness, Shaji K. Kumar
Publikováno v:
Blood Cancer Journal, Vol 13, Iss 1, Pp 1-9 (2023)
Abstract Multiple myeloma (MM) remains an incurable plasma cell (PC) malignancy. Although it is known that MM tumor cells display extensive intratumoral genetic heterogeneity, an integrated map of the tumor proteomic landscape has not been comprehens
Externí odkaz:
https://doaj.org/article/5804789b64654223a5493d1fe1a65ff0
Autor:
Harish Kumar, Suman Mazumder, Sayak Chakravarti, Neeraj Sharma, Ujjal Kumar Mukherjee, Shaji Kumar, Linda B Baughn, Brian G Van Ness, Amit Kumar Mitra
Publikováno v:
Blood Cancer Journal, Vol 12, Iss 3, Pp 1-12 (2022)
Abstract Multiple myeloma, the second-most common hematopoietic malignancy in the United States, still remains an incurable disease with dose-limiting toxicities and resistance to primary drugs like proteasome inhibitors (PIs) and Immunomodulatory dr
Externí odkaz:
https://doaj.org/article/87775b0f6eac4ac588eedfc86e04bef6
Publikováno v:
Clinical and Translational Science, Vol 15, Iss 1, Pp 9-42 (2022)
Abstract The use of microphysiological systems (MPS) to support absorption, distribution, metabolism, and elimination (ADME) sciences has grown substantially in the last decade, in part driven by regulatory demands to move away from traditional anima
Externí odkaz:
https://doaj.org/article/e6c4c8572ed041ffad92535e2981b330
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