Shameek Ghosh - RankMe

29 papers A 1B 5C 2Misc 1Journal 7Unranked 12

Year	Rank	Type	Title / Venue / Authors
2024	B	`conf`	An Ontology-based Three-Stage Approach to Medical Text classification with Feature Selection by Particle Swarm Optimisation. KES Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li, Michael Narag
2021	J	`jnl`	Substituting clinical features using synthetic medical phrases: Medical text data augmentation techniques. Artif. Intell. Medicine Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li, Michael Narag
2020	—	`conf`	A Dictionary-based Oversampling Approach to Clinical Document Classification on Small and Imbalanced Dataset. WI/IAT Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
2020	A	`conf`	Continuous Improvement of Medical Diagnostic Systems with Large Scale Patient Vignette Simulation. CIKM Suhrid Satyal, Nick Fletcher, Shameek Ghosh
2020	B	`conf`	Ontology-Guided Data Augmentation for Medical Document Classification. AIME Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
2020	C	`conf`	Predicting missing and noisy links via neighbourhood preserving graph embeddings in a clinical knowlegebase. ICMLA Budhaditya Saha, Vedant Mandloi, Shameek Ghosh
2020	—	`conf`	Understanding patient complaint characteristics using contextual clinical BERT embeddings. EMBC Budhaditya Saha, Sanal Lisboa, Shameek Ghosh
2020	J	`jnl`	Understanding patient complaint characteristics using contextual clinical BERT embeddings. CoRR Budhaditya Saha, Sanal Lisboa, Shameek Ghosh
2019	B	`conf`	An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm Optimisation. CEC Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
2019	J	`jnl`	Inverse similarity and reliable negative samples for drug side-effect prediction. BMC Bioinform. Yi Zheng, Hui Peng, Shameek Ghosh, Chaowang Lan, Jinyan Li
2019	—	`conf`	Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes. PRICAI (3) Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
2018	J	`jnl`	Discovering pan-correlation patterns from time course data sets by efficient mining algorithms. Computing Qian Liu, Shameek Ghosh, Jinyan Li, Limsoon Wong, Kotagiri Ramamohanarao
2018	—	`conf`	Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease Notes. Australasian Conference on Artificial Intelligence Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
2017	—	`conf`	An Optimized Drug Similarity Framework for Side-effect Prediction. CinC Yi Zheng, Shameek Ghosh, Jinyan Li
2017	—	`—`	Multivariate sequential contrast pattern mining and prediction models for critical care clinical informatics Shameek Ghosh
2017	J	`jnl`	Septic shock prediction for ICU patients via coupled HMM walking on sequential contrast patterns. J. Biomed. Informatics Shameek Ghosh, Jinyan Li, Longbing Cao, Kotagiri Ramamohanarao
2016	C	`conf`	Deriving Public Sector Workforce Insights: A Case Study Using Australian Public Sector Employment Profiles. ADMA Shameek Ghosh, Yi Zheng, Thorsten Lammers, Ying-Ying Chen, Carolyn Fitzmaurice, Scott Johnston, Jinyan Li
2016	J	`jnl`	Hypotension Risk Prediction via Sequential Contrast Patterns of ICU Blood Pressure. IEEE J. Biomed. Health Informatics Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li
2016	—	`conf`	Predicting short-term ICU outcomes using a sequential contrast motif based classification framework. EMBC Shameek Ghosh, Hung T. Nguyen, Jinyan Li
2014	—	`conf`	Predicting Heart Beats using Co-occurring Constrained Sequential Patterns. CinC Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li
2014	Misc	`conf`	Risk Prediction for Acute Hypotensive Patients by Using Gap Constrained Sequential Contrast Patterns. AMIA Shameek Ghosh, Mengling Feng, Hung T. Nguyen, Jinyan Li
2013	B	`conf`	Hybrid feature selection and peptide binding affinity prediction using an EDA based algorithm. IEEE Congress on Evolutionary Computation Kalpesh Shelke, Srikant Jayaraman, Shameek Ghosh, Valadi K. Jayaraman
2013	—	`conf`	Simultaneous Gene Selection and Cancer Classification Using a Hybrid Intelligent Water Drop Approach. PReMI Manish Kumar, Shameek Ghosh, Valadi K. Jayaraman, Patrick Siarry
2013	—	`conf`	Simultaneous gene selection and cancer classification using a hybrid group search optimizer. GECCO (Companion) Dattatraya Magatrao, Shameek Ghosh, Valadi K. Jayaraman, Patrick Siarry
2012	J	`jnl`	Biogeography-Based Informative Gene Selection and Cancer Classification Using SVM and Random Forests CoRR Sarvesh Nikumbh, Shameek Ghosh, Valadi K. Jayaraman
2012	B	`conf`	Biogeography-based informative gene selection and cancer classification using SVM and Random Forests. IEEE Congress on Evolutionary Computation Sarvesh Nikumbh, Shameek Ghosh, Valadi K. Jayaraman
2012	—	`conf`	Hybrid Biogeography Based Simultaneous Feature Selection and Prediction of N-Myristoylation Substrate Proteins Using Support Vector Machines and Random Forest Classifiers. SEMCCO Shameek Ghosh, Nayana Ramachandran, C. Venkateshwari, Vaidyanathan K. Jayaraman
2012	—	`conf`	Hybrid Firefly Based Simultaneous Gene Selection and Cancer Classification Using Support Vector Machines and Random Forests. BIC-TA (1) Atulji Srivastava, Saurabh Chakrabarti, Subrata Das, Shameek Ghosh, Vaidyanathan K. Jayaraman
2012	—	`conf`	Variable Selection and Fault Detection Using a Hybrid Intelligent Water Drop Algorithm. SocProS Manish Kumar, Srikant Jayaraman, Shikha Bhat, Shameek Ghosh, Vaidyanathan K. Jayaraman