Shameek Ghosh

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 17

Top Topics

Cancer Classification

Negative Samples

Top Venues

IEEE Congress on Evolutionary Computation

Publications

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 (2021)
Budhaditya Saha, Vedant Mandloi, Shameek Ghosh
Predicting missing and noisy links via neighbourhood preserving graph embeddings in a clinical knowlegebase. ICMLA (2020)
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)
Suhrid Satyal, Nick Fletcher, Shameek Ghosh
Continuous Improvement of Medical Diagnostic Systems with Large Scale Patient Vignette Simulation. CIKM (2020)
Budhaditya Saha, Sanal Lisboa, Shameek Ghosh
Understanding patient complaint characteristics using contextual clinical BERT embeddings. EMBC (2020)
Budhaditya Saha, Sanal Lisboa, Shameek Ghosh
Understanding patient complaint characteristics using contextual clinical BERT embeddings. CoRR (2020)
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
Ontology-Guided Data Augmentation for Medical Document Classification. AIME (2020)
Yi Zheng, Hui Peng, Shameek Ghosh, Chaowang Lan, Jinyan Li
Inverse similarity and reliable negative samples for drug side-effect prediction. BMC Bioinform. (13) (2019)
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)
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)
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)
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) (2018)
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 (2017)
Yi Zheng, Shameek Ghosh, Jinyan Li
An Optimized Drug Similarity Framework for Side-effect Prediction. CinC (2017)
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) (2016)
Shameek Ghosh, Hung T. Nguyen, Jinyan Li
Predicting short-term ICU outcomes using a sequential contrast motif based classification framework. EMBC (2016)
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)
Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li
Predicting Heart Beats using Co-occurring Constrained Sequential Patterns. CinC (2014)
Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li
Risk Prediction for Acute Hypotensive Patients by Using Gap Constrained Sequential Contrast Patterns. AMIA (2014)
Manish Kumar, Shameek Ghosh, Valadi K. Jayaraman, Patrick Siarry
Simultaneous Gene Selection and Cancer Classification Using a Hybrid Intelligent Water Drop Approach. PReMI (2013)
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)
Dattatraya Magatrao, Shameek Ghosh, Valadi K. Jayaraman, Patrick Siarry
Simultaneous gene selection and cancer classification using a hybrid group search optimizer. GECCO (Companion) (2013)
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)
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)
Sarvesh Nikumbh, Shameek Ghosh, Valadi K. Jayaraman
Biogeography-Based Informative Gene Selection and Cancer Classification Using SVM and Random Forests CoRR (2012)
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)
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)