Gokul S. Krishnan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Acute Myocardial Infarction

Geospatial Data

Neural Learning

Semi Structured

Top Venues

Publications

Ambreesh Parthasarathy, Aditya Phalnikar, Ameen Jauhar, Dhruv Somayajula, Gokul S. Krishnan, Balaraman Ravindran
Participatory Approaches in AI Development and Governance: A Principled Approach. CoRR (2024)
Ambreesh Parthasarathy, Aditya Phalnikar, Gokul S. Krishnan, Ameen Jauhar, Balaraman Ravindran
Participatory Approaches in AI Development and Governance: Case Studies. CoRR (2024)
Yogesh Tripathi, Raghav Donakanti, Sahil Girhepuje, Ishan Kavathekar, Bhaskara Hanuma Vedula, Gokul S. Krishnan, Shreya Goyal, Anmol Goel, Balaraman Ravindran, Ponnurangam Kumaraguru
InSaAF: Incorporating Safety through Accuracy and Fairness | Are LLMs ready for the Indian Legal Domain? CoRR (2024)
Gokul S. Krishnan, Sarala Padi, Craig S. Greenberg, Balaraman Ravindran, Dinesh Manocha, Ram D. Sriram
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks. CoRR (2023)
Sruthikeerthi Nandita, Goutham Zampani, Gokul S. Krishnan, Gitakrishnan Ramadurai, Balaraman Ravindran
Automated Incident Location Identification for EMS from Ambulance Geospatial Data. COMAD/CODS (2022)
Akshara P, Shidharth S, Gokul S. Krishnan, Sowmya Kamath S.
Integrating Structured and Unstructured Patient Data for ICD9 Disease Code Group Prediction. COMAD/CODS (2021)
Akshara Prabhakar, Shidharth Srinivasan, Gokul S. Krishnan, S. Sowmya Kamath
Diagnostic Code Group Prediction by Integrating Structured and Unstructured Clinical Data. BDA (2021)
Tushaar Gangavarapu, Gokul S. Krishnan, S. Sowmya Kamath, Jayakumar Jeganathan
FarSight: Long-Term Disease Prediction Using Unstructured Clinical Nursing Notes. IEEE Trans. Emerg. Top. Comput. 9 (3) (2021)
Veena Mayya, Sowmya Kamath S., Gokul S. Krishnan, Tushaar Gangavarapu
Multi-channel, convolutional attention based neural model for automated diagnostic coding of unstructured patient discharge summaries. Future Gener. Comput. Syst. 118 (2021)
Gokul S. Krishnan, S. Sowmya Kamath, Vijayan Sugumaran
Predicting Vaccine Hesitancy and Vaccine Sentiment Using Topic Modeling and Evolutionary Optimization. NLDB (2021)
K. Karthik, Gokul S. Krishnan, Shashank Shetty, Sanjay S. Bankapur, Ranjit P. Kolkar, T. S. Ashwin, Manjunath K. Vanahalli
Analysis and Prediction of Fantasy Cricket Contest Winners Using Machine Learning Techniques. FICTA (1) (2020)
Tushaar Gangavarapu, Aditya Jayasimha, Gokul S. Krishnan, Sowmya Kamath S.
Predicting ICD-9 code groups with fuzzy similarity based supervised multi-label classification of unstructured clinical nursing notes. Knowl. Based Syst. 190 (2020)
Aditya Jayasimha, Tushaar Gangavarapu, S. Sowmya Kamath, Gokul S. Krishnan
Deep Neural Learning for Automated Diagnostic Code Group Prediction Using Unstructured Nursing Notes. COMAD/CODS (2020)
Gokul S. Krishnan, S. Sowmya Kamath
Hybrid Text Feature Modeling for Disease Group Prediction Using Unstructured Physician Notes. ICCS (4) (2020)
Gokul S. Krishnan, Sowmya Kamath S.
A novel GA-ELM model for patient-specific mortality prediction over large-scale lab event data. Appl. Soft Comput. 80 (2019)
Tushaar Gangavarapu, Aditya Jayasimha, Gokul S. Krishnan, Sowmya Kamath S.
TAGS: Towards Automated Classification of Unstructured Clinical Nursing Notes. NLDB (2019)
Gokul S. Krishnan, S. Sowmya Kamath
Evaluating the quality of word representation models for unstructured clinical Text based ICU mortality prediction. ICDCN (2019)
Gokul S. Krishnan, S. Sowmya Kamath
Hybrid Text Feature Modeling for Disease Group Prediction using Unstructured Physician Notes. CoRR (2019)
Gokul S. Krishnan, Sowmya Kamath S.
Ontology-driven Text Feature Modeling for Disease Prediction using Unstructured Radiological Notes. Computación y Sistemas 23 (3) (2019)
Tushaar Gangavarapu, Gokul S. Krishnan, Sowmya Kamath S.
Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification. CoNLL (2019)
Gokul S. Krishnan, S. Sowmya Kamath
A Supervised Learning Approach for ICU Mortality Prediction Based on Unstructured Electrocardiogram Text Reports. NLDB (2018)