- Natalia Viani
, Rashmi Patel
, Robert Stewart
, Sumithra Velupillai
:
Generating Positive Psychosis Symptom Keywords from Electronic Health Records. AIME 2019: 298-303 - Jessica D. Tenenbaum, Ramakanth Kavuluru, Thomas H. McCoy, Özlem Uzuner, Sumithra Velupillai:
Clinical Text Mining in Mental Health. AMIA 2019 - Natalia Viani, Hegler Tissot, Ariane Bernardino, Sumithra Velupillai:
Time Expression Annotation for Multiple Clinical Specialties. AMIA 2019 - Natalia Viani, Hegler Tissot, Ariane Bernardino, Sumithra Velupillai:
Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions. BioNLP@ACL 2019: 201-210 - Zixu Wang, Julia Ive, Sumithra Velupillai, Lucia Specia
:
Is artificial data useful for biomedical Natural Language Processing algorithms? BioNLP@ACL 2019: 240-249 - André Bittar, Sumithra Velupillai, Angus Roberts
, Rina Dutta
:
Text Classification to Inform Suicide Risk Assessment in Electronic Health Records. MedInfo 2019: 40-44 - Sumithra Velupillai
, Sophie Epstein
, André Bittar
, Thomas Stephenson, Rina Dutta
, Johnny Downs
:
Identifying Suicidal Adolescents from Mental Health Records Using Natural Language Processing. MedInfo 2019: 413-417 - Natalia Viani, Joyce Kam, Lucia Yin
, Somain Verma, Robert Stewart, Rashmi Patel
, Sumithra Velupillai
:
Annotating Temporal Relations to Determine the Onset of Psychosis Symptoms. MedInfo 2019: 418-422 - Zixu Wang, Julia Ive, Sumithra Velupillai, Lucia Specia:
Is artificial data useful for biomedical Natural Language Processing. CoRR abs/1907.01055 (2019) - 2018
- Aurélie Névéol, Hercules Dalianis, Sumithra Velupillai
, Guergana Savova, Pierre Zweigenbaum:
Clinical Natural Language Processing in languages other than English: opportunities and challenges. J. Biomed. Semant. 9(1): 12:1-12:13 (2018) - Sumithra Velupillai
, Hanna Suominen
, Maria Liakata, Angus Roberts
, Anoop D. Shah
, Katherine Morley
, David Osborn
, Joseph Hayes, Robert Stewart, Johnny Downs
, Wendy W. Chapman, Rina Dutta
:
Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances. J. Biomed. Informatics 88: 11-19 (2018) - R. Rajamohamed, T. Justin Jose, S. Sumithra, J. Vijaya:
Multi Model Mitigation Approach for Network Threats on Cluster Based Linear Chain Routing Protocol in Wireless Sensor Networks at QoS Development. Wirel. Pers. Commun. 102(4): 3205-3224 (2018) - Julia Ive, George Gkotsis, Rina Dutta, Robert Stewart, Sumithra Velupillai:
Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health. CLPsych@NAACL-HTL 2018: 69-77 - Natalia Viani, Lucia Yin, Joyce Kam, Ayunni Alawi, André Bittar, Rina Dutta, Rashmi Patel, Robert Stewart, Sumithra Velupillai:
Time Expressions in Mental Health Records for Symptom Onset Extraction. Louhi@EMNLP 2018: 183-192 - Julia Ive, Natalia Viani, David Chandran, André Bittar, Sumithra Velupillai:
KCL-Health-NLP@CLEF eHealth 2018 Task 1: ICD-10 Coding of French and Italian Death Certificates with Character-Level Convolutional Neural Networks. CLEF (Working Notes) 2018 - S. Sumithra, R. Vadivel
:
An Overview of Various Trust Models for VANET Security Establishment. ICCCNT 2018: 1-7 - Richard G. Jackson
, Rashmi Patel
, Sumithra Velupillai, George Gkotsis, David Hoyle
, Robert Stewart
:
Knowledge discovery for Deep Phenotyping serious mental illness from Electronic Mental Health records. F1000Research 7: 210 (2018) - 2017
- Madan Kumar Rapuru
, Sumithra Kakanuru, Pallavi M. Venugopal
, Deepak Mishra
, Gorthi R. K. Sai Subrahmanyam
:
Correlation-Based Tracker-Level Fusion for Robust Visual Tracking. IEEE Trans. Image Process. 26(10): 4832-4842 (2017) - Johnny Downs, Sumithra Velupillai, George Gkotsis, Rachel Holden, Maxim Kikoler, Harry Dean, Andrea Fernandes, Rina Dutta:
Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health Records. AMIA 2017 - Aurélie Névéol, Noémie Elhadad, Sumithra Velupillai, Hua Xu, Guergana Savova:
Clinical Natural Language Processing in Languages Other Than English. AMIA 2017 - 2016
- Danielle L. Mowery
, Brett R. South, Lee M. Christensen, Jianwei Leng, Laura-Maria Peltonen
, Sanna Salanterä
, Hanna Suominen
, David Martínez
, Sumithra Velupillai
, Noémie Elhadad, Guergana Savova, Sameer Pradhan, Wendy W. Chapman:
Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2. J. Biomed. Semant. 7: 43 (2016) - Sumithra Velupillai, Rebecka Weegar, Maria Kvist:
Temporal Annotation of Swedish Intensive Care Notes. AMIA 2016 - Janani Kalyanam, Sumithra Velupillai
, Mike Conway, Gert R. G. Lanckriet:
From event detection to storytelling on microblogs. ASONAM 2016: 437-442 - Sumithra Velupillai
, Danielle L. Mowery, Mike Conway, John F. Hurdle, Brent Kious:
Vocabulary Development To Support Information Extraction of Substance Abuse from Psychiatry Notes. BioNLP@ACL 2016: 92-101 - Matej Kristan, Ales Leonardis, Jiri Matas
, Michael Felsberg
, Roman P. Pflugfelder, Luka Cehovin
, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam
, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev
, A. Aydin Alatan, Aykut Erdem
, Bernard Ghanem
, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak
, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos
, Guna Seetharaman, Henry Medeiros
, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller
, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan
, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem
, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden
, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield
, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi
, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore
, Vincenzo Santopietro, Weiming Hu, Wenbo Li
, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris
, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi:
The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) 2016: 777-823 - George Gkotsis, Anika Oellrich, Tim J. P. Hubbard, Richard J. B. Dobson
, Maria Liakata, Sumithra Velupillai, Rina Dutta
:
The language of mental health problems in social media. CLPsych@HLT-NAACL 2016: 63-73 - George Gkotsis, Sumithra Velupillai, Anika Oellrich, Harry Dean, Maria Liakata, Rina Dutta
:
Don't Let Notes Be Misunderstood: A Negation Detection Method for Assessing Risk of Suicide in Mental Health Records. CLPsych@HLT-NAACL 2016: 95-105 - Abdulrahman Al Abdulsalam, Sumithra Velupillai, Stéphane M. Meystre:
UtahBMI at SemEval-2016 Task 12: Extracting Temporal Information from Clinical Text. SemEval@NAACL-HLT 2016: 1256-1262 - 2015
- Sumithra Velupillai
, Martin Duneld, Aron Henriksson, Maria Kvist, Maria Skeppstedt, Hercules Dalianis:
Louhi 2014: Special issue on health text mining and information analysis. BMC Medical Informatics Decis. Mak. 15-S(S-2): S1 (2015) - Sumithra Velupillai, Danielle L. Mowery, Samir E. AbdelRahman, Lee M. Christensen, Wendy W. Chapman:
Towards a Generalizable Time Expression Model for Temporal Reasoning in Clinical Notes. AMIA 2015