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Items: 1 to 20 of 77

1.

Private naive bayes classification of personal biomedical data: Application in cancer data analysis.

Wood A, Shpilrain V, Najarian K, Kahrobaei D.

Comput Biol Med. 2019 Feb;105:144-150. doi: 10.1016/j.compbiomed.2018.11.018. Epub 2018 Dec 24.

PMID:
30641309
2.

Hematoma Segmentation Using Dilated Convolutional Neural Network.

Yao H, Williamson C, Soroushmehr R, Gryak J, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:5902-5905. doi: 10.1109/EMBC.2018.8513648.

PMID:
30441679
3.

Noise Detection in Electrocardiography Signal for Robust Heart Rate Variability Analysis: A Deep Learning Approach.

Ansari S, Gryak J, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:5632-5635. doi: 10.1109/EMBC.2018.8513537.

PMID:
30441613
4.

Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background.

Ahmadi M, Emami A, Hajabdollahi M, Soroushmehr SMR, Karimi N, Samavi S, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:5158-5161. doi: 10.1109/EMBC.2018.8513426.

PMID:
30441501
5.

A Novel Atrial Fibrillation Prediction Algorithm Applicable to Recordings from Portable Devices.

Li Z, Derksen H, Gryak J, Ghanbari H, Gunaratne P, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:4034-4037. doi: 10.1109/EMBC.2018.8513006.

PMID:
30441242
6.

Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active Contour Modeling.

Farzaneh N, Reza Soroushmehr SM, Patel H, Wood A, Gryak J, Fessell D, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:3418-3421. doi: 10.1109/EMBC.2018.8512967.

7.

Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network.

Nasr-Esfahani M, Mohrekesh M, Akbari M, Soroushmehr SMR, Nasr-Esfahani E, Karimi N, Samavi S, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:1275-1278. doi: 10.1109/EMBC.2018.8512536.

PMID:
30440623
8.

Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain.

Zarrabi H, Hajabdollahi M, Soroushmehr SMR, Karimi N, Samavi S, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:798-801. doi: 10.1109/EMBC.2018.8512431.

PMID:
30440513
9.

Osteosarcoma Patients Classification Using Plain X-Rays and Metabolomic Data.

Shen R, Li Z, Zhang L, Hua Y, Mao M, Li Z, Cai Z, Qiu Y, Gryak J, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:690-693. doi: 10.1109/EMBC.2018.8512338.

PMID:
30440490
10.

Comparative Study on Heart Rate Variability Analysis for Atrial Fibrillation Detection in Short Single-Lead ECG Recordings.

Nguyen A, Ansari S, Hooshmand M, Lin K, Ghanbari H, Gryak J, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:526-529. doi: 10.1109/EMBC.2018.8512345.

PMID:
30440450
11.

Automatic Midline Shift Detection in Traumatic Brain Injury.

Hooshmand M, Soroushmehr SMR, Williamson C, Gryak J, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:131-134. doi: 10.1109/EMBC.2018.8512243.

PMID:
30440357
12.

Polyp Segmentation in Colonoscopy Images Using Fully Convolutional Network.

Akbari M, Mohrekesh M, Nasr-Esfahani E, Soroushmehr SMR, Karimi N, Samavi S, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:69-72. doi: 10.1109/EMBC.2018.8512197.

PMID:
30440343
13.

Classification of Informative Frames in Colonoscopy Videos Using Convolutional Neural Networks with Binarized Weights.

Akbari M, Mohrekesh M, Rafiei S, Reza Soroushmehr SM, Karimi N, Samavi S, Najarian K.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:65-68. doi: 10.1109/EMBC.2018.8512226.

PMID:
30440342
14.

Adaptive Real-Time Removal of Impulse Noise in Medical Images.

HosseinKhani Z, Hajabdollahi M, Karimi N, Soroushmehr R, Shirani S, Najarian K, Samavi S.

J Med Syst. 2018 Oct 2;42(11):216. doi: 10.1007/s10916-018-1074-7.

PMID:
30280264
15.

Preprocessing Sequence Coverage Data for Precise Detection of Copy Number Variations.

Zare F, Ansari S, Najarian K, Nabavi S.

IEEE/ACM Trans Comput Biol Bioinform. 2018 Sep 12. doi: 10.1109/TCBB.2018.2869738. [Epub ahead of print]

PMID:
30222580
16.

Artificial Intelligence for Anesthesia: What the Practicing Clinician Needs to Know: More than Black Magic for the Art of the Dark.

Mathis MR, Kheterpal S, Najarian K.

Anesthesiology. 2018 Oct;129(4):619-622. doi: 10.1097/ALN.0000000000002384. No abstract available.

17.

Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome.

Reamaroon N, Sjoding MW, Lin K, Iwashyna TJ, Najarian K.

IEEE J Biomed Health Inform. 2019 Jan;23(1):407-415. doi: 10.1109/JBHI.2018.2810820. Epub 2018 Feb 28.

PMID:
29994592
18.

Deep learning in pharmacogenomics: from gene regulation to patient stratification.

Kalinin AA, Higgins GA, Reamaroon N, Soroushmehr S, Allyn-Feuer A, Dinov ID, Najarian K, Athey BD.

Pharmacogenomics. 2018 May;19(7):629-650. doi: 10.2217/pgs-2018-0008. Epub 2018 Apr 26. Review.

19.

Vessel segmentation and catheter detection in X-ray angiograms using superpixels.

Fazlali HR, Karimi N, Soroushmehr SMR, Shirani S, Nallamothu BK, Ward KR, Samavi S, Najarian K.

Med Biol Eng Comput. 2018 Sep;56(9):1515-1530. doi: 10.1007/s11517-018-1793-4. Epub 2018 Feb 5.

PMID:
29399728
20.

Feasibility and Usability of a Mobile Application to Assess Symptoms and Affect in Patients with Atrial Fibrillation: A Pilot Study.

Ghanbari H, Ansari S, Ghannam M, Lathkar-Pradhan S, Kratz A, Oral H, Najarian K, Clauw D, Nallamothu B.

J Atr Fibrillation. 2017 Aug 31;10(2):1672. doi: 10.4022/jafib.1672. eCollection 2017 Aug-Sep.

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