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2021

  • Syed, Sana, Lubaina Ehsan, Aman Shrivastava, Saurav Sengupta, Marium Khan, Kamran Kowsari, Shan Guleria et al. "Artificial Intelligence-Based Analytics for Diagnosis of Small Bowel Enteropathies and Black Box Feature Detection." Journal of Pediatric Gastroenterology and Nutrition (2021).

  • Ehsan, Lubaina, Marium Khan, Rasoul Scali, Alexis M. Catalano, William Adorno, Kamran Kowsari, Lin Cheng et al. "Prediction of Celiac Disease Severity and Associated Endocrine Morbidities through Deep Learning-based Image Analytics." medRxiv (2021).

2020

  • Heidarysafa, Mojtaba; Kowsari, Kamran; Odukoya, Tolu; Potter, Philip; Barnes, Laura E; Brown, Donald E;  Women in ISIS Propaganda: A Natural Language Processing Analysis of Topics and Emotions in a Comparison with Mainstream Religious Group 2020

  • Kowsari, Kamran; Heidarysafa, Mojtaba; Odukoya, Tolu; Potter, Philip; Barnes, Laura E; Brown, Donald E; Gender detection on social networks using ensemble deep learningProceedings of the Future Technologies Conference346-3582020

  • Kowsari, Kamran; Sali, Rasoul; Ehsan, Lubaina; Adorno, William; Ali, Asad; Moore, Sean; Amadi, Beatrice; Kelly, Paul; Syed, Sana; Brown, Donald; Hmic: Hierarchical medical image classification, a deep learning approachInformation1163182020

  • Kowsari, Kamran; Diagnosis and Analysis of Celiac Disease and Environmental Enteropathy on Biopsy Images using Deep Learning ApproachesarXiv preprint arXiv:2006.066272020

  • Fazli, Mehrdad; Kowsari, Kamran; Gharavi, Erfaneh; Barnes, Laura; Doryab, Afsaneh; HHAR-net: Hierarchical Human Activity Recognition using Neural NetworksarXiv preprint arXiv:2010.160522020

  • Zhang, Jinghe; Kowsari, Kamran; Boukhechba, Mehdi; Harrison, James; Lobo, Jennifer; Barnes, Laura; Sparse Longitudinal Representations of Electronic Health Record Data for the Early Detection of Chronic Kidney Disease in Diabetic Patients2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)885-8922020

  • Catalano, Alexis; Adorno, William; Ehsan, Lubaina; Syed, Sana; Kowsari, Kamran; Heidarysafa, Mojtaba; Odukoya, Tolu; Brown, Donald; Mo1175 USE OF MACHINE LEARNING AND COMPUTER VISION TO LINK EOSINOPHILIC ESOPHAGITIS CELLULAR PATTERNS WITH CLINICAL PHENOTYPES AND DISEASE LOCATIONProceedings of the Future Technologies Conference (FTC)12020

2019

  • Heidarysafa, Mojtaba; Reed, James; Kowsari, Kamran; Celeste R.Leviton, April; I. Warren, Janet; E. Brown, Donald; From Videos to URLs: A Multi-Browser Guide To Extract User's Behavior with Optical Character RecognitionAdvances in Intelligent Systems and Computing2019

  • Kowsari, Kamran; Sali, Rasoul; Khan, Marium N; Adorno, William; Ali, S Asad; Moore, Sean R; Amadi, Beatrice C; Kelly, Paul; Syed, Sana; Brown, Donald E; Diagnosis of celiac disease and environmental enteropathy on biopsy images using color balancing on convolutional neural networksProceedings of the Future Technologies Conference750-7652019

  • Kowsari, Kamran; Meimandi, Kiana Jafari; Heidarysafa, Mojtaba; Mendu, Sanjana; Barnes, Laura E; Brown, Donald E; Text Classification Algorithms: A SurveyInformation1042019

  • Sali, Rasoul; Ehsan, Lubaina; Kowsari, Kamran; Khan, Marium; Moskaluk, Christopher A; Syed, Sana; Brown, Donald E; Celiacnet: Celiac disease severity diagnosis on duodenal histopathological images using deep residual networks2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)962-9672019

2018

  • Kowsari, Kamran; Bari, Nima; Vichr, Roman; Goodarzi, Farhad A.; FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for ClassificationFuture of Information and Communication Conference (FICC)2018

  • Boukhechba, Mehdi; Gong, Jiaqi; Kowsari, Kamran; Ameko, Mawulolo; Fua, Karl; Chow, Philip , huang, Yu; Teachman, Bethany; Barnes, Laura; Physiological Changes over the Course of Cognitive Bias Modification for Social AnxietyBiomedical & Health Informatics (BHI), 2018 IEEE EMBS International Conference on2018

  • Nobles, Alicia L.; Glenn, Jeffrey J.; Kowsari, Kamran; Teachman, Bethany A.; Barnes, Laura E.; Identification of Imminent Suicide Risk Among Young Adults using Text MessagesProceedings of the 2018 CHI Conference on Human Factors in Computing Systems2018

  • Kowsari, Kamran; Brown, Donald E.; Heidarysafa, Mojtaba; Jafari Meimandi, Kiana; Gerber, Matthew S.; Barnes, Laura E.; Web of Science DatasetMendeley2018

  • Zhang, Jinghe; Kowsari, Kamran; Harrison, James H; Lobo, Jennifer M; Barnes, Laura E; Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health RecordIEEE Access665333 - 653462018

  • Heidarysafa, Mojtaba; Kowsari, Kamran; Barnes, Laura E; Brown, Donald E; Analysis of Railway Accidents' Narratives Using Deep Learning2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA)2018

  • Kowsari, Kamran; Heidarysafa, Mojtaba; Brown, Donald E; Meimandi, Kiana Jafari; Barnes, Laura E; Rmdl: Random multimodel deep learning for classificationProceedings of the 2nd International Conference on Information System and Data Mining19-282018

  • Heidarysafa, Mojtaba; Kowsari, Kamran; Brown, Donald E; Meimandi, Kiana Jafari; Barnes, Laura E; An improvement of data classification using random multimodel deep learning (rmdl)International Journal of Machine Learning and Computing (IJMLC)2018

2017 or older

  • Singh, Ritambhara; Sekhon, Arshdeep; Kowsari, Kamran; Lanchantin, Jack; Wang, Beilun; Qi, Yanjun; GaKCo: a Fast GApped k-mer string Kernel using COuntingJoint European Conference on Machine Learning and Knowledge Discovery in Databases2017

  • Kowsari, Kamran; Brown, Donald E.; Heidarysafa, Mojtaba; Jafari Meimandi, Kiana; Gerber, Matthew S.; Barnes, Laura E.; HDLTex: Hierarchical Deep Learning for Text Classification2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA)364-3712017

  • Movassagh, Mercedeh; Alomran, Nawaf; Mudvari, Prakriti; Dede, Merve; Dede, Cem; Kowsari, Kamran; Restrepo, Paula; Cauley, Edmund; Bahl, Sonali; Li, Muzi; RNA2DNAlign: nucleotide resolution allele asymmetries through quantitative assessment of RNA and DNA paired sequencing dataNucleic acids research4422e161-e1612016

  • Kowsari, Kamran; Alassaf, Manal H; Weighted Unsupervised Learning for 3D Object DetectionInternational Journal of Advanced Computer Science & Applications71584-5932016

  • Bari, Nima; Vichr, Roman; Kowsari, Kamran; Berkovich, Simon Y.; Novel Metaknowledge-based Processing Technique for Multimedia Big Data clustering challengesThe IEEE International Conference on Multimedia Big Data (BigMM)2015

  • Alassaf, Manal H.; Kowsari, Kamran; Hahn, James K.; Automatic, Real Time, Unsupervised Spatio-temporal 3D Object Detection Using RGB-D CamerasInternational Conference Computer Graphics, Imaging and Visualization (CGIV)444 - 4492015

  • Kowsari, Kamran; Yammahi, Maryam; Bari, Nima; Vichr, Roman; Alsaby, Faisal; Berkovich, Simon Y; Construction of fuzzyfind dictionary using golay coding transformation for searching applicationsarXiv preprint arXiv:1503.064832015

  • Yammahi, Maryam; Kowsari, Kamran; Shen, Chen; Berkovich, and Simon; An Efficient Technique for Searching Very Large Files with Fuzzy Criteria Using the Pigeonhole PrincipleComputing for Geospatial Research and Application (COM. Geo), 2014 Fifth International Conference82-862014

  • Mudvari, Prakriti; Movassagh, Mercedeh; Kowsari, Kamran; Seyfi, Ali; Kokkinaki, Maria; Edwards, Nathan J.; Golestaneh, Nady; Horvath, Anelia; SNPlice: Variants that Modulate Intron-retention from RNA-sequencing DataBioinformatics Oxford2014

  • Bari, Nima; Vichr, Roman; Kowsari, Kamran; Berkovich, Simon; 23-bit Metaknowledge Template Towards Big Data Knowledge Discovery and ManagementData Science and Advanced Analytics (DSAA), 2014 International Conference on519 - 5262014

  • Kowsari, Kamran; Investigation of fuzzyfind searching with golay code transformations2014

  • Mudvari, Prakriti; Kowsari, Kamran; Cole, Charles; Mazumder, Raja; Horvath, Anelia; Extraction of molecular features through exome to transcriptome alignmentJournal of metabolomics and systems biology112013

  • Kowsari, Kamran; Borsche, Theodor; Ulbig, Andreas; Andersson, Göran; Saxe, Andrew M; McClelland, James L; Ganguli, Surya; Bagrow, James P; Desu, Suma; Frank, Morgan R; Comparison three methods of clustering: kmeans, spectral clustering and hierarchical clusteringarXiv preprint arXiv:1312.61172013