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of 571
pro vyhledávání: '"GHOSH, PREETAM"'
Drug-target affinity (DTA) prediction is a critical aspect of drug discovery. The meaningful representation of drugs and targets is crucial for accurate prediction. Using 1D string-based representations for drugs and targets is a common approach that
Externí odkaz:
http://arxiv.org/abs/2411.01422
In the domain of network biology, the interactions among heterogeneous genomic and molecular entities are represented through networks. Link prediction (LP) methodologies are instrumental in inferring missing or prospective associations within these
Externí odkaz:
http://arxiv.org/abs/2312.01275
Autor:
Ghosh, Preetam, Sadaphal, Vaishali
In today's rapidly evolving job market, finding the right opportunity can be a daunting challenge. With advancements in the field of AI, computers can now recommend suitable jobs to candidates. However, the task of recommending jobs is not same as re
Externí odkaz:
http://arxiv.org/abs/2309.11805
Predicting Pandemic evolution involves complex modeling challenges, often requiring detailed discrete mathematics executed on large volumes of epidemiological data. Differential equations have the advantage of offering smooth, well-behaved solutions
Externí odkaz:
http://arxiv.org/abs/2302.13361
The popularity of learning from data with machine learning and neural networks has lead to the creation of many new datasets for almost every problem domain. However, even within a single domain, these datasets are often collected with disparate feat
Externí odkaz:
http://arxiv.org/abs/2302.01374
Publikováno v:
In Biophysical Reports 11 December 2024 4(4)
Currently, this paper is under review in IEEE. Transformers have intrigued the vision research community with their state-of-the-art performance in natural language processing. With their superior performance, transformers have found their way in the
Externí odkaz:
http://arxiv.org/abs/2203.17076
The pandemic caused by SARS-CoV-2 has left an unprecedented impact on health, economy and society worldwide. Emerging strains are making pandemic management increasingly challenging. There is an urge to collect epidemiological, clinical, and physiolo
Externí odkaz:
http://arxiv.org/abs/2202.07448
Multimodal classification research has been gaining popularity in many domains that collect more data from multiple sources including satellite imagery, biometrics, and medicine. However, the lack of consistent terminology and architectural descripti
Externí odkaz:
http://arxiv.org/abs/2109.09020
Autor:
Meas, Steven J., Daire, Gabriella M., Friedman, Michael A., DeNapoli, Rachel, Ghosh, Preetam, Farr, Joshua N., Donahue, Henry J.
Publikováno v:
In Bone February 2024 179