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ORCIDShameek Ghosh
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2020 – today
- 2021
[j5]Mahdi Abdollahi
, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li, Michael Narag:
Substituting clinical features using synthetic medical phrases: Medical text data augmentation techniques. Artif. Intell. Medicine 120: 102167 (2021)- 2020
- [c20]Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li:
Ontology-Guided Data Augmentation for Medical Document Classification. AIME 2020: 78-88 - [c19]Suhrid Satyal, Nick Fletcher, Shameek Ghosh:
Continuous Improvement of Medical Diagnostic Systems with Large Scale Patient Vignette Simulation. CIKM 2020: 2717-2724 - [c18]Budhaditya Saha, Sanal Lisboa, Shameek Ghosh:
Understanding patient complaint characteristics using contextual clinical BERT embeddings. EMBC 2020: 5847-5850 - [c17]Budhaditya Saha, Vedant Mandloi, Shameek Ghosh:
Predicting missing and noisy links via neighbourhood preserving graph embeddings in a clinical knowlegebase. ICMLA 2020: 1124-1131 - [c16]Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li:
A Dictionary-based Oversampling Approach to Clinical Document Classification on Small and Imbalanced Dataset. WI/IAT 2020: 357-364 - [i2]Budhaditya Saha, Sanal Lisboa, Shameek Ghosh:
Understanding patient complaint characteristics using contextual clinical BERT embeddings. CoRR abs/2002.05902 (2020)
2010 – 2019
- 2019
- [j4]Yi Zheng, Hui Peng, Shameek Ghosh, Chaowang Lan, Jinyan Li:
Inverse similarity and reliable negative samples for drug side-effect prediction. BMC Bioinform. 19-S(13): 91-104 (2019) - [c15]Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li:
An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm Optimisation. CEC 2019: 119-126 - [c14]Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li:
Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes. PRICAI (3) 2019: 457-473 - 2018
- [j3]Qian Liu, Shameek Ghosh, Jinyan Li, Limsoon Wong, Kotagiri Ramamohanarao:
Discovering pan-correlation patterns from time course data sets by efficient mining algorithms. Computing 100(4): 421-437 (2018) - [c13]Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li:
Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease Notes. Australasian Conference on Artificial Intelligence 2018: 104-110 - 2017
- [b1]Shameek Ghosh:
Multivariate sequential contrast pattern mining and prediction models for critical care clinical informatics. University of Technology Sydney, Australia, 2017 - [j2]Shameek Ghosh, Jinyan Li, Longbing Cao, Kotagiri Ramamohanarao:
Septic shock prediction for ICU patients via coupled HMM walking on sequential contrast patterns. J. Biomed. Informatics 66: 19-31 (2017) - [c12]Yi Zheng, Shameek Ghosh, Jinyan Li:
An Optimized Drug Similarity Framework for Side-effect Prediction. CinC 2017 - 2016
- [j1]Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li:
Hypotension Risk Prediction via Sequential Contrast Patterns of ICU Blood Pressure. IEEE J. Biomed. Health Informatics 20(5): 1416-1426 (2016) - [c11]Shameek Ghosh, Yi Zheng, Thorsten Lammers, Ying Ying Chen, Carolyn Fitzmaurice, Scott Johnston, Jinyan Li:
Deriving Public Sector Workforce Insights: A Case Study Using Australian Public Sector Employment Profiles. ADMA 2016: 764-774 - [c10]Shameek Ghosh, Hung T. Nguyen, Jinyan Li:
Predicting short-term ICU outcomes using a sequential contrast motif based classification framework. EMBC 2016: 5612-5615 - 2014
- [c9]Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li:
Risk Prediction for Acute Hypotensive Patients by Using Gap Constrained Sequential Contrast Patterns. AMIA 2014 - [c8]Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li:
Predicting Heart Beats using Co-occurring Constrained Sequential Patterns. CinC 2014: 265-268 - 2013
- [c7]Kalpesh Shelke, Srikant Jayaraman, Shameek Ghosh, Valadi K. Jayaraman:
Hybrid feature selection and peptide binding affinity prediction using an EDA based algorithm. IEEE Congress on Evolutionary Computation 2013: 2384-2389 - [c6]Dattatraya Magatrao, Shameek Ghosh, Valadi K. Jayaraman, Patrick Siarry:
Simultaneous gene selection and cancer classification using a hybrid group search optimizer. GECCO (Companion) 2013: 7-8 - [c5]Manish Kumar, Shameek Ghosh, Valadi K. Jayaraman, Patrick Siarry:
Simultaneous Gene Selection and Cancer Classification Using a Hybrid Intelligent Water Drop Approach. PReMI 2013: 641-646 - 2012
- [c4]Atulji Srivastava, Saurabh Chakrabarti, Subrata Das, Shameek Ghosh, Vaidyanathan K. Jayaraman:
Hybrid Firefly Based Simultaneous Gene Selection and Cancer Classification Using Support Vector Machines and Random Forests. BIC-TA (1) 2012: 485-494 - [c3]Sarvesh Nikumbh, Shameek Ghosh, Valadi K. Jayaraman:
Biogeography-based informative gene selection and cancer classification using SVM and Random Forests. IEEE Congress on Evolutionary Computation 2012: 1-6 - [c2]Shameek Ghosh, Nayana Ramachandran, C. Venkateshwari, Vaidyanathan K. Jayaraman:
Hybrid Biogeography Based Simultaneous Feature Selection and Prediction of N-Myristoylation Substrate Proteins Using Support Vector Machines and Random Forest Classifiers. SEMCCO 2012: 364-371 - [c1]Manish Kumar, Srikant Jayaraman, Shikha Bhat, Shameek Ghosh, Vaidyanathan K. Jayaraman:
Variable Selection and Fault Detection Using a Hybrid Intelligent Water Drop Algorithm. SocProS 2012: 225-231 - [i1]Sarvesh Nikumbh, Shameek Ghosh, Valadi K. Jayaraman:
Biogeography-Based Informative Gene Selection and Cancer Classification Using SVM and Random Forests. CoRR abs/1207.3285 (2012)
Coauthor Index
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