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Items: 11

1.

Artificial Intelligence: Progress Towards an Intelligent Clinical Support System.

Kamaleswaran R, Akbilgic O, Hallman MA, West AN, Davis RL, Shah SH.

Pediatr Crit Care Med. 2019 Apr;20(4):399. doi: 10.1097/PCC.0000000000001874. No abstract available.

PMID:
30951001
2.

Improving Prediction Performance Using Hierarchical Analysis of Real-Time Data: A Sepsis Case Study.

van Wyk F, Khojandi A, Kamaleswaran R.

IEEE J Biomed Health Inform. 2019 May;23(3):978-986. doi: 10.1109/JBHI.2019.2894570. Epub 2019 Jan 23.

PMID:
30676988
3.

A minimal set of physiomarkers in continuous high frequency data streams predict adult sepsis onset earlier.

van Wyk F, Khojandi A, Mohammed A, Begoli E, Davis RL, Kamaleswaran R.

Int J Med Inform. 2019 Feb;122:55-62. doi: 10.1016/j.ijmedinf.2018.12.002. Epub 2018 Dec 10.

PMID:
30623784
4.

Applying Artificial Intelligence to Identify Physiomarkers Predicting Severe Sepsis in the PICU.

Kamaleswaran R, Akbilgic O, Hallman MA, West AN, Davis RL, Shah SH.

Pediatr Crit Care Med. 2018 Oct;19(10):e495-e503. doi: 10.1097/PCC.0000000000001666.

PMID:
30052552
5.

PhysOnline: An Open Source Machine Learning Pipeline for Real-Time Analysis of Streaming Physiological Waveform.

Sutton JR, Mahajan R, Akbilgic O, Kamaleswaran R.

IEEE J Biomed Health Inform. 2019 Jan;23(1):59-65. doi: 10.1109/JBHI.2018.2832610. Epub 2018 May 2.

PMID:
29994057
6.

A robust deep convolutional neural network for the classification of abnormal cardiac rhythm using single lead electrocardiograms of variable length.

Kamaleswaran R, Mahajan R, Akbilgic O.

Physiol Meas. 2018 Mar 27;39(3):035006. doi: 10.1088/1361-6579/aaaa9d.

PMID:
29369044
7.

A Review of Visual Representations of Physiologic Data.

Kamaleswaran R, McGregor C.

JMIR Med Inform. 2016 Nov 21;4(4):e31. Review.

8.

Environmental factors in an Ontario community with disparities in colorectal cancer incidence.

Sritharan J, Kamaleswaran R, McFarlan K, Lemonde M, George C, Sanchez O.

Glob J Health Sci. 2014 Mar 24;6(3):175-85. doi: 10.5539/gjhs.v6n3p175.

9.

Integrating complex business processes for knowledge-driven clinical decision support systems.

Kamaleswaran R, McGregor C.

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:1306-9. doi: 10.1109/EMBC.2012.6346177.

PMID:
23366138
10.

A method for clinical and physiological event stream processing.

Kamaleswaran R, McGregor C, Eklund J.

Conf Proc IEEE Eng Med Biol Soc. 2010;2010:1170-3. doi: 10.1109/IEMBS.2010.5626243.

PMID:
21095909
11.

Service oriented architecture for the integration of clinical and physiological data for real-time event stream processing.

Kamaleswaran R, McGregor C, Percival J.

Conf Proc IEEE Eng Med Biol Soc. 2009;2009:1667-70. doi: 10.1109/IEMBS.2009.5333884.

PMID:
19964545

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