PATTERNS IN BIOMEDICAL DATA-HOW DO WE FIND THEM?

被引：0

作者：

Basile, Anna O. ^{[1
]}

Verma, Anurag ^{[2
]}

Byrska-Bishop, Marta ^{[3
]}

Pendergrass, Sarah A. ^{[4
]}

Darabos, Christian ^{[5
]}

Kirchner, H. Lester ^{[6
]}

机构：

[1] Penn State Univ, Dept Biochem & Mol Biol, 328 Innovat Blvd Ste 210, State Coll, PA 16803 USA

[2] Penn State Univ, Huck Inst Life Sci, Geisinger Hlth Syst, 328 Innovat Blvd Ste 210, State Coll, PA 16803 USA

[3] Geisinger Hlth Syst, 328 Innovat Blvd Ste 210, State Coll, PA 16803 USA

[4] 122 Weis Ctr Res, Gcisingcr Hlth Syst Biomed & Translat Informat, Danville, PA 17822 USA

[5] Dartmouth Coll, Res Comp Serv, HB 6129, Hanover, NH 03755 USA

[6] Geisinger Hlth Syst Biomed & Translat Informat, 100 N Acad Ave, Danville, PA 17822 USA

来源：

PACIFIC SYMPOSIUM ON BIOCOMPUTING 2017 | 2017年

关键词：

BIG DATA;

D O I：

暂无

中图分类号：

Q81 [生物工程学（生物技术）]; Q93 [微生物学];

学科分类号：

071005 ; 0836 ; 090102 ; 100705 ;

摘要：

Given the exponential growth of biomedical data, researchers are faced with numerous challenges in extracting and interpreting information from these large, high-dimensional, incomplete, and often noisy data. To facilitate addressing this growing concern, the "Patterns in Biomedical Data-How do we find them?" session of the 2017 Pacific Symposium on Biocomputing (PSB) is devoted to exploring pattern recognition using data-driven approaches for biomedical and precision medicine applications. The papers selected for this session focus on novel machine learning techniques as well as applications of established methods to heterogeneous data. We also feature manuscripts aimed at addressing the current challenges associated with the analysis of biomedical data.

引用

页码：177 / 183

页数：7

共 50 条

[1] Pebbles in the mainstream: How do we find them?
Cawthon, Stephanie W.
[J]. AMERICAN ANNALS OF THE DEAF, 2006, 151 (02) : 105 - 113
[2] Do Simpler Models Exist and How Can We Find Them?
Rudin, Cynthia
[J]. KDD'19: PROCEEDINGS OF THE 25TH ACM SIGKDD INTERNATIONAL CONFERENCCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2019,
[3] Patterns 101 what exactly are patterns? how do you define them, find them, and use them to codify software development?
[J]. Object Mag, 8 (24):
[4] Multidimensional patterns of neuronal activity: how do we see them?
Ovidiu F Jurjut
Danko Nikolić
Wolf Singer
Dirk Metzler
Raul C Mureşan
[J]. BMC Neuroscience, 9 (Suppl 1)
[5] The "missing millions': Where do we find them?
Bakerly, Nawar Diar
Cardwell, Glenn
[J]. CHRONIC RESPIRATORY DISEASE, 2016, 13 (04) : 319 - 320
[6] How do we find 'em?
Kerr, E
[J]. LIBRARY JOURNAL, 1998, 123 (06) : 8 - 8
[7] Cognitively Impaired Physicians: How Do We Detect Them? How Do We Assist Them?
Soonsawat, Anothai
Tanaka, Gen
Lammando, Marcia A.
Ahmed, Iqbal
Ellison, James M.
[J]. AMERICAN JOURNAL OF GERIATRIC PSYCHIATRY, 2018, 26 (06): : 631 - 640
[8] AORTIC ANEURYSMS - HOW SHALL WE FIND THEM
ADAMS, DF
[J]. ARCHIVES OF SURGERY, 1974, 109 (01) : 11 - 11
[9] Chlamydial infections: How to find them and what to do with them.
Ross, JDC
[J]. AIDS PATIENT CARE AND STDS, 1997, 11 (06) : 415 - 420
[10] BUT HOW DO WE KEEP THEM
BOWD, L
[J]. JOURNAL OF CANADIAN PETROLEUM TECHNOLOGY, 1980, 19 (03): : 44 - &

← 1 2 3 4 5 →