Amlan Talukder
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Explore the profile of Amlan Talukder including associated specialties, affiliations and a list of published articles.
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16
Citations
130
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Recent Articles
1.
Anandanadarajah N, Talukder A, Yeung D, Li Y, Umbach D, Fan Z, et al.
Signals (Basel)
. 2025 Jan;
5(4):690-704.
PMID: 39741923
Polysomnography (PSG) measures brain activity during sleep via electroencephalography (EEG) using six leads. Artifacts caused by movement or loose leads distort EEG measurements. We developed a method to automatically identify...
2.
Yeung D, Talukder A, Shi M, Umbach D, Li Y, Motsinger-Reif A, et al.
Comput Biol Med
. 2024 Dec;
184:109484.
PMID: 39622099
Background: Sleep spindles may be implicated in sensing and regulation of peripheral glucose. Whether spindle density in patients with type 2 diabetes mellitus (T2DM) differs from that of healthy subjects...
3.
Talukder A, Li Y, Yeung D, Shi M, Umbach D, Fan Z, et al.
Comput Biol Med
. 2024 Jun;
178:108777.
PMID: 38901189
Sleep apnea is a common sleep disorder. The availability of an easy-to-use sleep apnea predictor would provide a public health benefit by promoting early diagnosis and treatment. Our goal was...
4.
Yeung D, Talukder A, Shi M, Umbach D, Li Y, Motsinger-Reif A, et al.
medRxiv
. 2024 Apr;
PMID: 38645123
Background: Brain waves during sleep are involved in sensing and regulating peripheral glucose level. Whether brain waves in patients with diabetes differ from those of healthy subjects is unknown. We...
5.
Talukder A, Yeung D, Li Y, Anandanadarajah N, Umbach D, Fan Z, et al.
J Sleep Res
. 2024 Feb;
33(5):e14187.
PMID: 38410055
Electroencephalograms can capture brain oscillatory activities during sleep as a form of electrophysiological signals. We analysed electroencephalogram recordings from full-night in-laboratory polysomnography from 100 patients with Down syndrome, and 100...
6.
Talukder A, Li Y, Yeung D, Umbach D, Fan Z, Li L
Front Sleep
. 2023 Jul;
2.
PMID: 37476396
Human sleep architecture is structured with repeated episodes of rapid-eye-movement (REM) and non-rapid-eye-movement (NREM) sleep. An overnight sleep study facilitates identification of macro and micro changes in the pattern and...
7.
Talukder A, Zhang W, Li X, Hu H
Sci Rep
. 2022 Jun;
12(1):10618.
PMID: 35739186
Accurate identification of microRNA (miRNA) targets at base-pair resolution has been an open problem for over a decade. The recent discovery of miRNA isoforms (isomiRs) adds more complexity to this...
8.
Zheng H, Talukder A, Li X, Hu H
Brief Bioinform
. 2021 Aug;
22(6).
PMID: 34368833
The computational identification of long non-coding RNAs (lncRNAs) is important to study lncRNAs and their functions. Despite the existence of many computation tools for lncRNA identification, to our knowledge, there...
9.
Talukder A, Barham C, Li X, Hu H
Brief Bioinform
. 2021 May;
22(3).
PMID: 34020542
Machine learning methods have been widely applied to big data analysis in genomics and epigenomics research. Although accuracy and efficiency are common goals in many modeling tasks, model interpretability is...
10.
Cha M, Zheng H, Talukder A, Barham C, Li X, Hu H
Sci Rep
. 2021 Mar;
11(1):5625.
PMID: 33707582
MicroRNAs (miRNAs) play important roles in post-transcriptional gene regulation and phenotype development. Understanding the regulation of miRNA genes is critical to understand gene regulation. One of the challenges to study...