Nikhil Naik
Overview
Explore the profile of Nikhil Naik including associated specialties, affiliations and a list of published articles.
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Articles
9
Citations
584
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0
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Recent Articles
1.
Nijkamp E, Ruffolo J, Weinstein E, Naik N, Madani A
Cell Syst
. 2023 Nov;
14(11):968-978.e3.
PMID: 37909046
Attention-based models trained on protein sequences have demonstrated incredible success at classification and generation tasks relevant for artificial-intelligence-driven protein design. However, we lack a sufficient understanding of how very large-scale...
2.
Esteva A, Feng J, van der Wal D, Huang S, Simko J, DeVries S, et al.
NPJ Digit Med
. 2023 Feb;
6(1):27.
PMID: 36813827
No abstract available.
3.
Madani A, Krause B, Greene E, Subramanian S, Mohr B, Holton J, et al.
Nat Biotechnol
. 2023 Jan;
41(8):1099-1106.
PMID: 36702895
Deep-learning language models have shown promise in various biotechnological applications, including protein design and engineering. Here we describe ProGen, a language model that can generate protein sequences with a predictable...
4.
Esteva A, Feng J, van der Wal D, Huang S, Simko J, DeVries S, et al.
NPJ Digit Med
. 2022 Jun;
5(1):71.
PMID: 35676445
Prostate cancer is the most frequent cancer in men and a leading cause of cancer death. Determining a patient's optimal therapy is a challenge, where oncologists must select a therapy...
5.
Esteva A, Chou K, Yeung S, Naik N, Madani A, Mottaghi A, et al.
NPJ Digit Med
. 2021 Jan;
4(1):5.
PMID: 33420381
A decade of unprecedented progress in artificial intelligence (AI) has demonstrated the potential for many fields-including medicine-to benefit from the insights that AI techniques can extract from data. Here we...
6.
Naik N, Madani A, Esteva A, Keskar N, Press M, Ruderman D, et al.
Nat Commun
. 2020 Nov;
11(1):5727.
PMID: 33199723
For newly diagnosed breast cancer, estrogen receptor status (ERS) is a key molecular marker used for prognosis and treatment decisions. During clinical management, ERS is determined by pathologists from immunohistochemistry...
7.
Naik N, Kominers S, Raskar R, Glaeser E, Hidalgo C
Proc Natl Acad Sci U S A
. 2017 Jul;
114(29):7571-7576.
PMID: 28684401
Which neighborhoods experience physical improvements? In this paper, we introduce a computer vision method to measure changes in the physical appearances of neighborhoods from time-series street-level imagery. We connect changes...
8.
Raviv D, Barsi C, Naik N, Feigin M, Raskar R
Opt Express
. 2014 Oct;
22(17):20164-76.
PMID: 25321226
We present a novel approach for evaluation of position and orientation of geometric shapes from scattered time-resolved data. Traditionally, imaging systems treat scattering as unwanted and are designed to mitigate...
9.
Naik N, Barsi C, Velten A, Raskar R
J Opt Soc Am A Opt Image Sci Vis
. 2014 Jul;
31(5):957-63.
PMID: 24979627
Imaging through complex media is a well-known challenge, as scattering distorts a signal and invalidates imaging equations. For coherent imaging, the input field can be reconstructed using phase conjugation or...