Pavitra Krishnaswamy

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 33

Top Topics

Supervised Classification

Spoken Language

Top Venues

Publications

Zhengyuan Liu, Siti Umairah Md. Salleh, Hong Choon Oh, Pavitra Krishnaswamy, Nancy F. Chen
Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations. EMNLP (Industry Track) (2023)
Yang Yu, Jiahao Wang, Ashish Jith Sreejith Kumar, Bryan Tan, Navya Vanjavaka, Nurul Hafidzah Rahim, Alistair Koh, Shaheen Low, Yih Yian Sitoh, Hanry Yu, Pavitra Krishnaswamy, Ivan Ho Mien
A Multitask Framework for Label Refinement and Lesion Segmentation in Clinical Brain Imaging. MILLanD@MICCAI (2023)
Mila Nambiar, Supriyo Ghosh, Priscilla Ong, Yu En Chan, Yong Mong Bee, Pavitra Krishnaswamy
Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications. KDD (2023)
Milashini Nambiar, Supriyo Ghosh, Priscilla Ong, Yu En Chan, Yong Mong Bee, Pavitra Krishnaswamy
Deep Offline Reinforcement Learning for Real-World Treatment Optimization Applications. CoRR (2023)
Zhengyuan Liu, Pavitra Krishnaswamy, Nancy F. Chen
Domain-specific Language Pre-training for Dialogue Comprehension on Clinical Inquiry-Answering Conversations. CoRR (2022)
Sourav Kumar, A. Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh
Towards More Efficient Data Valuation in Healthcare Federated Learning Using Ensembling. DeCaF/FAIR@MICCAI (2022)
Huijuan Yang, Aaron S. Coyner, Feri Guretno, Ivan Ho Mien, Chuan Sheng Foo, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Pavitra Krishnaswamy
A Minimally Supervised Approach for Medical Image Quality Assessment in Domain Shift Settings. ICASSP (2022)
Shafa Balaram, Cuong Manh Nguyen, Ashraf Kassim, Pavitra Krishnaswamy
Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification. MICCAI (1) (2022)
Sourav Kumar, A. Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh
Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling. CoRR (2022)
Shafa Balaram, Cuong Manh Nguyen, Ashraf Kassim, Pavitra Krishnaswamy
Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification. CoRR (2022)
Yang Yu, Peng Hu, Jie Lin, Pavitra Krishnaswamy
Multimodal Multitask Deep Learning for X-Ray Image Retrieval. MICCAI (5) (2021)
Balagopal Unnikrishnan, Cuong Manh Nguyen, Shafa Balaram, Chao Li, Chuan Sheng Foo, Pavitra Krishnaswamy
Semi-supervised classification of radiology images with NoTeacher: A teacher that is not mean. Medical Image Anal. 73 (2021)
Balagopal Unnikrishnan, Cuong Manh Nguyen, Shafa Balaram, Chao Li, Chuan Sheng Foo, Pavitra Krishnaswamy
Semi-supervised classification of radiology images with NoTeacher: A Teacher that is not Mean. CoRR (2021)
Wei Shi, Jiewen Wu, Xiwen Yang, Nancy Chen, Ivan Ho Mien, Jung-Jae Kim, Pavitra Krishnaswamy
Analyzing Code Embeddings for Coding Clinical Narratives. ACL/IJCNLP (Findings) (2021)
Navid Alemi Koohbanani, Balagopal Unnikrishnan, Syed Ali Khurram, Pavitra Krishnaswamy, Nasir M. Rajpoot
Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations. IEEE Trans. Medical Imaging 40 (10) (2021)
Balagopal Unnikrishnan, Cuong Manh Nguyen, Shafa Balaram, Chuan Sheng Foo, Pavitra Krishnaswamy
Semi-supervised Classification of Diagnostic Radiographs with NoTeacher: A Teacher that is Not Mean. MICCAI (1) (2020)
Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy F. Chen
Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. COLING (Industry) (2020)
Xintong Li, Huijuan Yang, Zhiping Lin, Pavitra Krishnaswamy
Transfer Learning with Joint Optimization for Label-Efficient Medical Image Anomaly Detection. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Fatemeh Fahimi, Yang Guo, Shao Chuen Tong, Angela Ng, Hwee Koon, Sharon Ong, Yu Bing, Bryan Choo, Weiling Huang, Sheldon Lee Shao Guang, Savitha Ramasamy, Wai Leng Chow, Oh Hong Choon, Pavitra Krishnaswamy
A Vital Signs Telemonitoring Programme Improves the Dynamic Prediction of Readmission Risk in Patients with Heart Failure. AMIA (2020)
Navid Alemi Koohbanani, Balagopal Unnikrishnan, Syed Ali Khurram, Pavitra Krishnaswamy, Nasir M. Rajpoot
Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations. CoRR (2020)
Zhengyuan Liu, Jia Hui Hazel Lim, Nur Farah Ain Binte Sahimi, Shao Chuen Tong, Sharon Ong, Angela Ng, Sheldon Lee Shao Guang, Michael Ross Macdonald, Savitha Ramasamy, Pavitra Krishnaswamy, Wai Leng Chow, Nancy F. Chen
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring. CoRR (2019)
Jin Chao, Ahmad Al Badawi, Balagopal Unnikrishnan, Jie Lin, Chan Fook Mun, James M. Brown, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Ramaseshan Chandrasekhar, Pavitra Krishnaswamy, Khin Mi Mi Aung
CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images. CoRR (2019)
Khalil Ouardini, Huijuan Yang, Balagopal Unnikrishnan, Manon Romain, Camille Garcin, Houssam Zenati, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Chandrasekhar, Pavitra Krishnaswamy, Chuan-Sheng Foo
Towards Practical Unsupervised Anomaly Detection on Retinal Images. DART/MIL3ID@MICCAI (2019)
Jiewen Wu, Luis Fernando D'Haro, Nancy F. Chen, Pavitra Krishnaswamy, Rafael E. Banchs
Joint Learning of Word and Label Embeddings for Sequence Labelling in Spoken Language Understanding. ASRU (2019)
Yang Guo, Zhengyuan Liu, Pavitra Krishnaswamy, Savitha Ramasamy
Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series. CoRR (2019)
Zhengyuan Liu, Jia Hui Hazel Lim, Nur Farah Ain Binte Sahimi, Shao Chuen Tong, Sharon Ong, Angela Ng, Sheldon Lee Shao Guang, Michael Ross Macdonald, Savitha Ramasamy, Pavitra Krishnaswamy, Wai Leng Chow, Nancy F. Chen
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring. NAACL-HLT (2) (2019)
Jiewen Wu, Luis Fernando D'Haro, Nancy F. Chen, Pavitra Krishnaswamy, Rafael E. Banchs
Joint Learning of Word and Label Embeddings for Sequence Labelling in Spoken Language Understanding. CoRR (2019)
Jiewen Wu, Rafael E. Banchs, Luis Fernando D'Haro, Pavitra Krishnaswamy, Nancy F. Chen
Attention-based Semantic Priming for Slot-filling. NEWS@ACL (2018)
Bruno Lecouat, Ken Chang, Chuan-Sheng Foo, Balagopal Unnikrishnan, James M. Brown, Houssam Zenati, Andrew Beers, Vijay Chandrasekhar, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy
Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images. CoRR (2018)
Savitha Ramasamy, Kanagasabai Rajaraman, Pavitra Krishnaswamy, Vijay Chandrasekhar
Online Deep Learning: Growing RBM on the fly. CoRR (2018)
Pavitra Krishnaswamy, Savitha Ramasamy, Abdullah Al-Dujaili, Srinath Sridharan, Geraldine Goh, Shao Chuen Tong, Khin Chaw Yu Aung, Gerard Leong Kui Toh, Michael Ross Macdonald, Sheldon Lee Shao Guang, Yan Cao, Suresh Sundaram, Chow Wai Leng
A Predictive Analytics Methodology to Assess and Optimize Readmission Risk in Heart Failure Patients. AAAI Workshops (2018)
Pavitra Krishnaswamy, Gabriel Obregon-Henao, Sheraz Khan, Behtash Babadi, Eugenio Iglesias, Matti S. Hämäläinen, Patrick L. Purdon
Sparse Representation Learning Approach Resolves Deep Sources Underlying MEG and EEG Data. AAAI Spring Symposia (2017)
Pavitra Krishnaswamy, Giorgio Bonmassar, Catherine Poulsen, Eric T. Pierce, Patrick L. Purdon, Emery N. Brown
Reference-free removal of EEG-fMRI ballistocardiogram artifacts with harmonic regression. NeuroImage 128 (2016)
Pavitra Krishnaswamy, Giorgio Bonmassar, Patrick L. Purdon, Emery N. Brown
Reference-free harmonic regression technique to remove EEG-fMRI ballistocardiogram artifacts. EMBC (2013)
Pavitra Krishnaswamy, Emery N. Brown, Hugh M. Herr
Human Leg Model Predicts Ankle Muscle-Tendon Morphology, State, Roles and Energetics in Walking. PLoS Comput. Biol. 7 (3) (2011)