Search Results - "Alok, Sharma"

A Review of the Pathophysiology, Etiology, and Treatment of Attention-Deficit Hyperactivity Disorder (ADHD) by Sharma, Alok, Couture, Justin

“…Objective: To review the pathophysiology, etiology, and treatment of attention-deficit hyperactivity disorder (ADHD). Data Sources and Data Extraction: A…”
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Brain wave classification using long short-term memory network based OPTICAL predictor by Kumar, Shiu, Sharma, Alok, Tsunoda, Tatsuhiko

“…Brain-computer interface (BCI) systems having the ability to classify brain waves with greater accuracy are highly desirable. To this end, a number of…”
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An improved discriminative filter bank selection approach for motor imagery EEG signal classification using mutual information by Kumar, Shiu, Sharma, Alok, Tsunoda, Tatsuhiko

“…Common spatial pattern (CSP) has been an effective technique for feature extraction in electroencephalography (EEG) based brain computer interfaces (BCIs)…”
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A new parameter tuning approach for enhanced motor imagery EEG signal classification by Kumar, Shiu, Sharma, Alok

“…A brain-computer interface (BCI) system allows direct communication between the brain and the external world. Common spatial pattern (CSP) has been used…”
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DeepInsight: A methodology to transform a non-image data to an image for convolution neural network architecture by Sharma, Alok, Vans, Edwin, Shigemizu, Daichi, Boroevich, Keith A., Tsunoda, Tatsuhiko

“…It is critical, but difficult, to catch the small variation in genomic or other kinds of data that differentiates phenotypes or categories. A plethora of data…”
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The SLC26 gene family of anion transporters and channels by Alper, Seth L., Sharma, Alok K.

“…The phylogenetically ancient SLC26 gene family encodes multifunctional anion exchangers and anion channels transporting a broad range of substrates, including…”
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Sternal Wound Infection: A Surgeon’s Nemesis by Sharma, Alok K.

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CSP-TSM: Optimizing the performance of Riemannian tangent space mapping using common spatial pattern for MI-BCI by Kumar, Shiu, Mamun, Kabir, Sharma, Alok

“…Classification of electroencephalography (EEG) signals for motor imagery based brain computer interface (MI-BCI) is an exigent task and common spatial pattern…”
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Linear discriminant analysis for the small sample size problem: an overview by Sharma, Alok, Paliwal, Kuldip K.

“…Dimensionality reduction is an important aspect in the pattern classification literature, and linear discriminant analysis (LDA) is one of the most widely…”
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Forecasting the spread of COVID-19 using LSTM network by Kumar, Shiu, Sharma, Ronesh, Tsunoda, Tatsuhiko, Kumarevel, Thirumananseri, Sharma, Alok

“…The novel coronavirus (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2, and within a few months, it has become a global pandemic. This…”
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Improving prediction of secondary structure, local backbone angles and solvent accessible surface area of proteins by iterative deep learning by Heffernan, Rhys, Paliwal, Kuldip, Lyons, James, Dehzangi, Abdollah, Sharma, Alok, Wang, Jihua, Sattar, Abdul, Yang, Yuedong, Zhou, Yaoqi

“…Direct prediction of protein structure from sequence is a challenging problem. An effective approach is to break it up into independent sub-problems. These…”
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OPAL: prediction of MoRF regions in intrinsically disordered protein sequences by Sharma, Ronesh, Raicar, Gaurav, Tsunoda, Tatsuhiko, Patil, Ashwini, Sharma, Alok

“…Abstract Motivation Intrinsically disordered proteins lack stable 3-dimensional structure and play a crucial role in performing various biological functions…”
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A deterministic approach to regularized linear discriminant analysis by Sharma, Alok, Paliwal, Kuldip K.

“…The regularized linear discriminant analysis (RLDA) technique is one of the popular methods for dimensionality reduction used for small sample size problems…”
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A novel one-class classification approach to accurately predict disease-gene association in acute myeloid leukemia cancer by Vasighizaker, Akram, Sharma, Alok, Dehzangi, Abdollah

“…Disease causing gene identification is considered as an important step towards drug design and drug discovery. In disease gene identification and…”
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PepCNN deep learning tool for predicting peptide binding residues in proteins using sequence, structural, and language model features by Chandra, Abel, Sharma, Alok, Dehzangi, Iman, Tsunoda, Tatsuhiko, Sattar, Abdul

“…Protein–peptide interactions play a crucial role in various cellular processes and are implicated in abnormal cellular behaviors leading to diseases such as…”
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Dermal Regeneration Template Generated Skin Can Be Raised as A Flap: A New Dimension in Aesthetic Restoration by Sharma, Alok, Sankhe, Manashree

“…Abstract Childhood scars can lead to hideous aesthetic and functional deformities in young adults, which can be particularly distressing when involving the…”
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OPAL+: Length‐Specific MoRF Prediction in Intrinsically Disordered Protein Sequences by Sharma, Ronesh, Sharma, Alok, Raicar, Gaurav, Tsunoda, Tatsuhiko, Patil, Ashwini

“…Intrinsically disordered proteins (IDPs) contain long unstructured regions, which play an important role in their function. These intrinsically disordered…”
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DeepFeature: feature selection in nonimage data using convolutional neural network by Sharma, Alok, Lysenko, Artem, Boroevich, Keith A, Vans, Edwin, Tsunoda, Tatsuhiko

“…Artificial intelligence methods offer exciting new capabilities for the discovery of biological mechanisms from raw data because they are able to detect vastly…”
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SPECTRA: a tool for enhanced brain wave signal recognition by Kumar, Shiu, Tsunoda, Tatsuhiko, Sharma, Alok

“…Abstract Background Brain wave signal recognition has gained increased attention in neuro-rehabilitation applications. This has driven the development of…”
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Small molecule-induced cytosolic activation of protein kinase Akt rescues ischemia-elicited neuronal death by Jo, Hakryul, Mondal, Subhanjan, Tan, Dewar, Nagata, Eiichiro, Takizawa, Shunya, Sharma, Alok K, Hou, Qingming, Shanmugasundaram, Kumaran, Prasad, Amit, Tung, Joe K, Tejeda, Alexander O, Man, Hengye, Rigby, Alan C, Luo, Hongbo R

“…Elevating Akt activation is an obvious clinical strategy to prevent progressive neuronal death in neurological diseases. However, this endeavor has been…”
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