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Aman Verma
ORCID
Publication Activity (10 Years)
Years Active: 2007-2023
Publications (10 Years): 19
Top Topics
Public Health
Topic Modeling
Markov Model
Tumor Classification
Top Venues
CoRR
J. Biomed. Informatics
MedInfo
SCFA
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Publications
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Aman Verma
,
Pooja Jain
,
Tapan Kumar
An Effective Depression Diagnostic System Using Speech Signal Analysis Through Deep Learning Methods.
Int. J. Artif. Intell. Tools
32 (2) (2023)
Aman Verma
,
Vibhav Prakash Singh
Design, analysis and implementation of efficient deep learning frameworks for brain tumor classification.
Multim. Tools Appl.
81 (26) (2022)
Yuri Ahuja
,
Yuesong Zou
,
Aman Verma
,
David L. Buckeridge
,
Yue Li
MixEHR-Guided: A guided multi-modal topic modeling approach for large-scale automatic phenotyping using the electronic health record.
J. Biomed. Informatics
134 (2022)
Aman Verma
,
Vibhav Prakash Singh
HSADML: Hyper-Sphere Angular Deep Metric based Learning for Brain Tumor Classification.
CoRR
(2022)
Yuesong Zou
,
Ahmad Pesaranghader
,
Aman Verma
,
David L. Buckeridge
,
Yue Li
Modeling electronic health record data using a knowledge-graph-embedded topic model.
CoRR
(2022)
Ziyang Song
,
Yuanyi Hu
,
Aman Verma
,
David L. Buckeridge
,
Yue Li
Automatic Phenotyping by a Seed-guided Topic Model.
KDD
(2022)
Ziyang Song
,
Xavier Sumba Toral
,
Yixin Xu
,
Aihua Liu
,
Liming Guo
,
Guido Powell
,
Aman Verma
,
David L. Buckeridge
,
Ariane Marelli
,
Yue Li
Supervised multi-specialist topic model with applications on large-scale electronic health record data.
BCB
(2021)
Ziyang Song
,
Xavier Sumba Toral
,
Yixin Xu
,
Aihua Liu
,
Liming Guo
,
Guido Powell
,
Aman Verma
,
David L. Buckeridge
,
Ariane Marelli
,
Yue Li
Supervised multi-specialist topic model with applications on large-scale electronic health record data.
CoRR
(2021)
Gaurav Jaswal
,
Aman Verma
,
Sumantra Dutta Roy
,
Raghavendra Ramachandra
DFCANet: Dense Feature Calibration-Attention Guided Network for Cross Domain Iris Presentation Attack Detection.
CoRR
(2021)
Aman Verma
Cloud Platform Optimization for HPC.
SCFA
(2020)
Man Qing Liang
,
Vivek Gidla
,
Aman Verma
,
Daniala L. Weir
,
Robyn Tamblyn
,
David L. Buckeridge
,
Aude Motulsky
Development of a Method for Extracting Structured Dose Information from Free-Text Electronic Prescriptions.
MedInfo
(2019)
Guido Antonio Powell
,
Aman Verma
,
Yu T. Luo
,
David A. Stephens
,
David L. Buckeridge
Modeling Chronic Obstructive Pulmonary Disease Progression Using Continuous-Time Hidden Markov Models.
MedInfo
(2019)
Mengru Yuan
,
Nikita Boston-Fisher
,
Yu Luo
,
Aman Verma
,
David L. Buckeridge
A systematic review of aberration detection algorithms used in public health surveillance.
J. Biomed. Informatics
94 (2019)
Aman Verma
,
Guido Powell
,
Yu Luo
,
David A. Stephens
,
David L. Buckeridge
Modeling disease progression in longitudinal EHR data using continuous-time hidden Markov models.
CoRR
(2018)
Guido Powell
,
Yu T. Luo
,
Aman Verma
,
David A. Stephens
,
David L. Buckeridge
Multidimensional and Longitudinal Indicators in Population Health.
AAAI Workshops
(2017)
Sandeep Singh
,
Aman Verma
,
Subhashis Chatterjee
,
Venkata Ramana
An efficient methodology to solve the K-terminal network reliability problem.
RAIT
(2016)
Christian M. Rochefort
,
Aman Verma
,
Tewodros Eguale
,
Todd C. Lee
,
David L. Buckeridge
A novel method of adverse event detection can accurately identify venous thromboembolisms (VTEs) from narrative electronic health record data.
J. Am. Medical Informatics Assoc.
22 (1) (2015)
Hiroshi Mamiya
,
Kevin Schwartzman
,
Aman Verma
,
Christian Jauvin
,
Marcel Behr
,
David L. Buckeridge
Towards probabilistic decision support in public health practice: Predicting recent transmission of tuberculosis from patient attributes.
J. Biomed. Informatics
53 (2015)
Tewodros Eguale
,
Aman Verma
,
Enrique Seoane-Vazquez
,
Rosa Rodriguez-Monguio
,
David W. Bates
,
Robyn Tamblyn
,
Gordon D. Schiff
Pharmacy drug dispensing after physician discontinuation (cancel) orders.
AMIA
(2015)
Arian Hosseinzadeh
,
Masoumeh T. Izadi
,
Aman Verma
,
Doina Precup
,
David L. Buckeridge
Assessing the Predictability of Hospital Readmission Using Machine Learning.
IAAI
(2013)
Khaled El Emam
,
David L. Buckeridge
,
Robyn Tamblyn
,
Angelica Neisa
,
Elizabeth Jonker
,
Aman Verma
The re-identification risk of Canadians from longitudinal demographics.
BMC Medical Informatics Decis. Mak.
11 (2011)
Hsinchun Chen
,
Daniel Zeng
,
David L. Buckeridge
,
Masoumeh T. Izadi
,
Aman Verma
,
Anna Okhmatovskaia
,
Xiaohua Hu
,
Xiajiong Shen
,
Zhidong Cao
,
Fei-Yue Wang
,
Xiaolong Zheng
,
Quanyi Wang
AI for Global Disease Surveillance.
IEEE Intell. Syst.
24 (6) (2009)
David L. Buckeridge
,
Aman Verma
,
Robyn Tamblyn
Ambulatory e-Prescribing: Evaluating a Novel Surveillance Data Source.
BioSurveillance
(2007)