User profiles for K. Sundararajan

Krishnaswamy Sundararajan

- Verified email at adelaide.edu.au - Cited by 807

Kala Sundararajan

- Verified email at uhn.ca - Cited by 781

Kalaivani Sundararajan

- Verified email at ufl.edu - Cited by 737

Deep learning for biometrics: A survey

K Sundararajan, DL Woodard - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
… Nodes in CNN layers are locally connected; that is, each unit in layer k receives input from
a small neighborhood in layer k-1, also known as the receptive field. Furthermore, the kernel …

Perioperative outcomes and adverse events of minimally invasive versus open posterior lumbar fusion: meta-analysis and systematic review

CL Goldstein, K Macwan, K Sundararajan… - … of Neurosurgery: Spine, 2016 - thejns.org
OBJECT The objective of this study was to determine the clinical comparative effectiveness
and adverse event rates of posterior minimally invasive surgery (MIS) compared with open …

Surveying stylometry techniques and applications

T Neal, K Sundararajan, A Fatima, Y Yan… - ACM Computing …, 2017 - dl.acm.org
k-attribution, crossdomain authorship attribution, and source code authorship attribution. K-…
attribution problem, where the classifier outputs the k top authors ranked by their probability of …

Dysglycaemia in the critically ill and the interaction of chronic and acute glycaemia with mortality

…, CE Cousins, CE Annink, K Sundararajan… - Intensive care …, 2014 - Springer
Purpose Hyperglycaemia is common in the critically ill. The objectives of this study were to
determine the prevalence of critical illness-associated hyperglycaemia (CIAH) and …

[HTML][HTML] Expert consensus statements for the management of COVID-19-related acute respiratory failure using a Delphi method

…, Y Javeri, D Juneja, P Rangappa, K Sundararajan… - Critical Care, 2021 - Springer
Background Coronavirus disease 2019 (COVID-19) pandemic has caused unprecedented
pressure on healthcare system globally. Lack of high-quality evidence on the respiratory …

DiMeLo-seq: a long-read, single-molecule method for mapping protein–DNA interactions genome wide

N Altemose, A Maslan, OK Smith, K Sundararajan… - Nature …, 2022 - nature.com
Studies of genome regulation routinely use high-throughput DNA sequencing approaches
to determine where specific proteins interact with DNA, and they rely on DNA amplification …

Comparative outcomes of minimally invasive surgery for posterior lumbar fusion: a systematic review

CL Goldstein, K Macwan, K Sundararajan… - Clinical Orthopaedics …, 2014 - journals.lww.com
Background Although minimally invasive surgical (MIS) approaches to the lumbar spine for
posterior fusion are increasingly being utilized, the comparative outcomes of MIS and open …

[HTML][HTML] Identification of synovial fluid microRNA signature in knee osteoarthritis: differentiating early-and late-stage knee osteoarthritis

…, T Tokar, A Nakamura, K Sundararajan… - Osteoarthritis and …, 2016 - Elsevier
Objectives This study aimed to identify circulating microRNA (miRNA) signatures in knee
synovial fluid (SF) from early-stage and late-stage knee osteoarthritis (OA) patients. Methods …

[HTML][HTML] Sleep classification from wrist-worn accelerometer data using random forests

K Sundararajan, S Georgievska, BHW Te Lindert… - Scientific reports, 2021 - nature.com
Accurate and low-cost sleep measurement tools are needed in both clinical and epidemiological
research. To this end, wearable accelerometers are widely used as they are both low in …

A contemporary review on drought modeling using machine learning approaches

K Sundararajan, L Garg, K Srinivasan… - … in Engineering & …, 2021 - ingentaconnect.com
Drought is the least understood natural disaster due to the complex relationship of multiple
contributory factors. Its beginning and end are hard to gauge, and they can last for months or …