Research Fellow

Dr Jitendra Jonnagaddala

medicine-health
Sch of Public Health & Com Med

Research Interests:
Clinical Prediction Models, Digital Disease Detection

Society Memberships & Professional Activities:

Australasian College of Health Informatics 
International Medical Informatics association
International Society for Disease Surveillance

Specific Research Keywords:
predictive modeling, outbreak detection, risk assessment, data anonymization

 

Publications

  • Book Chapters | 2018
    Dr Jitendra Jonnagaddala
    Singh O; Chang NW; Dai HJ; Jonnagaddala J, 2018, 'Translational bioinformatics databases', in Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics, Elsevier, pp. 1058 - 1062, http://dx.doi.org/10.1016/B978-0-12-809633-8.20303-8
    Book Chapters | 2017
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Dai HJ; Ray P; Liaw ST, 2017, 'Mining electronic health records to guide and support clinical decision support systems', in Healthcare Ethics and Training: Concepts, Methodologies, Tools, and Applications, IGI Global, pp. 184 - 201, http://dx.doi.org/10.4018/978-1-5225-2237-9.ch008
  • Journal articles | 2021
    Dr Jitendra Jonnagaddala
    Iurilli MLC; Zhou B; Bennett JE; Carrillo-Larco RM; Sophiea MK; Rodriguez-Martinez A; Bixby H; Solomon BD; Taddei C; Danaei G; Di Cesare M; Stevens GA; Riley LM; Savin S; Cowan MJ; Bovet P; Damasceno A; Chirita-Emandi A; Hayes AJ; Ikeda N; Jackson RT; Khang YH; Laxmaiah A; Liu J; Miranda JJ; Saidi O; Sebert S; Sorić M; Starc G; Gregg EW; Abarca-Gómez L; Abdeen ZA; Abdrakhmanova S; Ghaffar SA; Rahim HFA; Abu-Rmeileh NM; Garba JA; Acosta-Cazares B; Adams RJ; Aekplakorn W; Afsana K; Afzal S; Agdeppa IA; Aghazadeh-Attari J; Aguilar-Salinas CA; Agyemang C; Ahmad MH; Ahmad NA; Ahmadi A; Ahmadi N; Ahmed SH; Ahrens W; Aitmurzaeva G; Ajlouni K; Al-Hazzaa HM; Al-Lahou B; Al-Raddadi R; Alarouj M; AlBuhairan F; AlDhukair S; Ali MM; Alkandari A; Alkerwi A; Allin K; Alvarez-Pedrerol M; Aly E; Amarapurkar DN; Amiri P; Amougou N; Amouyel P; Andersen LB; Anderssen SA; Ängquist L; Anjana RM; Ansari-Moghaddam A; Aounallah-Skhiri H; Araújo J; Ariansen I; Aris T; Arku RE; Arlappa N; Aryal KK; Aspelund T; Assah FK; Assunção MCF; Aung MS; Auvinen J; Mária Avdicová ; Avi S; Azevedo A; Azimi-Nezhad M; Azizi F; Azmin M; Babu BV; Bæksgaard Jørgensen M; Baharudin A; Bahijri S; Baker JL; Balakrishna N; Bamoshmoosh M, 2021, 'Heterogeneous contributions of change in population distribution of body mass index to change in obesity and underweight', eLife, vol. 10, http://dx.doi.org/10.7554/eLife.60060
    Journal articles | 2021
    Dr Jitendra Jonnagaddala
    Prats-Uribe A; Sena AG; Lai LYH; Ahmed WUR; Alghoul H; Alser O; Alshammari TM; Areia C; Carter W; Casajust P; Dawoud D; Golozar A; Jonnagaddala J; Mehta PP; Gong M; Morales DR; Nyberg F; Posada JD; Recalde M; Roel E; Shah K; Shah NH; Schilling LM; Subbian V; Vizcaya D; Zhang L; Zhang Y; Zhu H; Liu L; Cho J; Lynch KE; Matheny ME; You SC; Rijnbeek PR; Hripcsak G; Lane JCE; Burn E; Reich C; Suchard MA; Duarte-Salles T; Kostka K; Ryan PB; Prieto-Alhambra D, 2021, 'Use of repurposed and adjuvant drugs in hospital patients with covid-19: Multinational network cohort study', The BMJ, vol. 373, http://dx.doi.org/10.1136/bmj.n1038
    Journal articles | 2021
    Dr Jitendra Jonnagaddala
    Reps JM; Kim C; Williams RD; Markus AF; Yang C; Duarte-Salles T; Falconer T; Jonnagaddala J; Williams A; Fernández-Bertolín S; DuVall SL; Kostka K; Rao G; Shoaibi A; Ostropolets A; Spotnitz ME; Zhang L; Casajust P; Steyerberg EW; Nyberg F; Kaas-Hansen BS; Choi YH; Morales D; Liaw ST; Fernandes Abrahão MT; Areia C; Matheny ME; Lynch KE; Aragón M; Park RW; Hripcsak G; Reich CG; Suchard MA; You SC; Ryan PB; Prieto-Alhambra D; Rijnbeek PR, 2021, 'Implementation of the COVID-19 vulnerability index across an international network of health care data sets: Collaborative external validation study', JMIR Medical Informatics, vol. 9, http://dx.doi.org/10.2196/21547
    Journal articles | 2021
    Dr Jitendra Jonnagaddala
    Tan EH; Sena AG; Prats-Uribe A; You SC; Kostka K; Reich C; Duvall SL; Lynch KE; Matheny ME; Duarte-Salles T; others , 2021, 'COVID-19 in patients with autoimmune diseases: characteristics and outcomes in a multinational network of cohorts across three countries', Rheumatology
    Journal articles | 2021
    Dr Jitendra Jonnagaddala
    Quinn CM; Porwal M; Meagher NS; Hettiaratchi A; Power C; Jonnaggadala J; McCullough S; Macmillan S; Tang K; Liauw W; Goldstein D; Zeps N; Crowe PJ, 2021, 'Moving with the Times: The Health Science Alliance (HSA) Biobank, Pathway to Sustainability', Biomarker Insights, vol. 16, http://dx.doi.org/10.1177/11772719211005745
    Journal articles | 2021
    Dr Jitendra Jonnagaddala
    Pickering B; Biro T; Austin CC; Bernier A; Bezuidenhout L; Casorrán C; Crawley FP; David R; Engelhardt C; Mitrea G; Mochmann IC; Nagrani R; O'Brien-Uhlmansiek M; Parker S; Wang M; Castro LJ; Cournia Z; Dharmawardena K; Diallo G; Dillo I; Gonzalez-Beltran A; Gururaj A; Gutam S; Harrower N; Jonnagaddala J; McNeill K; Mietchen D; Pienta A; Polydoratou P; Tovani-Palone MR, 2021, 'Radical collaboration during a global health emergency: development of the RDA COVID-19 data sharing recommendations and guidelines', Open Research Europe, vol. 1, pp. 69 - 69, http://dx.doi.org/10.12688/openreseurope.13369.1
    Journal articles | 2021
    Dr Jitendra Jonnagaddala
    ALLA NLV; CHEN A; BATONGBACAL S; NEKKANTTI C; Dai H-J; JONNAGADDALA J, 2021, 'Cohort selection for construction of a clinical natural language processing corpus', Computer Methods and Programs in Biomedicine Update, vol. 1, pp. 100024 - 100024, http://dx.doi.org/10.1016/j.cmpbup.2021.100024
    Journal articles | 2021
    Dr Jitendra Jonnagaddala
    Roel E; Pistillo A; Recalde M; Sena AG; Fernandez-Bertolin S; Aragon M; Puente D; Ahmed W-U-R; Alghoul H; Alser O; Alshammari TM; Areia C; Blacketer C; Carter W; Casajust P; Culhane AC; Dawoud D; DeFalco F; DuVall SL; Falconer T; Golozar A; Gong M; Hester L; Hripcsak G; Tan EH; Jeon H; Jonnagaddala J; Lai LY; Lynch KE; Matheny ME; Morales DR; Natarajan K; Nyberg F; Ostropolets A; Posada JD; Prats-Uribe A; Reich CG; Rivera DR; Schilling LM; Soerjomataram I; Shah K; Shah NH; Shen Y; Spotnitz M; Subbian V; Suchard MA; Trama A; Zhang L; Zhang Y; Ryan PB; Prieto-Alhambra D; Kostka K; Duarte-Salles T, 2021, 'Characteristics and outcomes of over 300,000 COVID-19 individuals with history of cancer in the United States and Spain.', Cancer Epidemiol Biomarkers Prev, http://dx.doi.org/10.1158/1055-9965.EPI-21-0266
    Journal articles | 2021
    Dr Jitendra Jonnagaddala
    Liaw T; Guo J; Ansari S; Jonnagaddala J; Godinho M; Borelli Jr A; de Lusignan S; Capurro D; Liyanage H; Bhattal N; Bennett V; Chan J; Kahn M, 2021, 'Quality assessment of real-world data repositories across the data life cycle: A literature review', Journal of the American Medical Informatics Association, http://dx.doi.org/10.1093/jamia/ocaa340
    Journal articles | 2021
    Dr Jitendra Jonnagaddala
    Liaw S-T; Kuziemsky C; Schreiber R; Jonnagaddala J; Liyanage H; Chittalia A; Bahniwal R; He JW; Ryan BL; Lizotte DJ; others , 2021, 'Primary Care Informatics Response to Covid-19 Pandemic: Adaptation, Progress, and Lessons from Four Countries with High ICT Development', Yearbook of Medical Informatics
    Journal articles | 2021
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Godinho MA; Liaw S-T, 2021, 'From telehealth to virtual primary care in Australia? A Rapid Scoping Review', International Journal of Medical Informatics, pp. 104470 - 104470
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Dai HJ; Lee YQ; Nekkantti C; Jonnagaddala J, 2020, 'Family history information extraction with neural attention and an enhanced relation-side scheme: Algorithm development and validation', JMIR Medical Informatics, vol. 8, pp. e21750, http://dx.doi.org/10.2196/21750
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Sieberts SK; Schaff J; Duda M; Pataki BÁ; Sun M; Snyder P; Daneault J-F; Parisi F; Costante G; Rubin U; others , 2020, 'Crowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge', bioRxiv
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Dai H-J; Wang F-D; Chen C-W; Su C-H; Wu C-S; Jonnagaddala J, 2020, 'Cohort Selection for Clinical Trials Using Multiple Instance Learning', Journal of Biomedical Informatics, vol. 107, pp. 103438 - 103438, http://dx.doi.org/10.1016/j.jbi.2020.103438
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Yao J; Zhu X; Jonnagaddala J; Hawkins N; Huang J, 2020, 'Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks', Medical Image Analysis, vol. 65, http://dx.doi.org/10.1016/j.media.2020.101789
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Guo GN; Batongbacal S; Marcelo A; Liaw ST, 2020, 'Adoption of enterprise architecture for healthcare in AeHIN member countries', BMJ Health and Care Informatics, vol. 27, http://dx.doi.org/10.1136/bmjhci-2020-100136
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Godinho MA; Jonnagaddala J; Gudi N; Islam R; Narasimhan P; Liaw ST, 2020, 'mHealth for Integrated People-Centred Health Services in the Western Pacific: A Systematic Review', International Journal of Medical Informatics, vol. 142, pp. 104259 - 104259, http://dx.doi.org/10.1016/j.ijmedinf.2020.104259
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Liaw S-T; Liyanage H; Kuziemsky C; Terry AL; Schreiber R; Jonnagaddala J; de Lusignan S, 2020, 'Ethical Use of Electronic Health Record Data and Artificial Intelligence: Recommendations of the Primary Care Informatics Working Group of the International Medical Informatics Association', Yearbook of Medical Informatics
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Golozar A; Lai LY; Sena AG; Vizcaya D; Schilling LM; Huser V; Nyberg F; Duvall SL; Morales DR; Alshammari TM; Abedtash H; Ahmed W-U-R; Alser O; Alghoul H; Zhang Y; Gong M; Guan Y; Areia C; Jonnagaddala J; Shah K; Lane JCE; Prats-Uribe A; Posada JD; Shah NH; Subbian V; Zhang L; Fernandes Abrahão MT; Rijnbeek PR; You SC; Casajust P; Roel E; Recalde M; Fernández-Bertolín S; Andryc A; Thomas JA; Wilcox AB; Fortin S; Blacketer C; DeFalco F; Natarajan K; Falconer T; Spotnitz M; Ostropolets A; Hripcsak G; Suchard M; Lynch KE; Matheny ME; Williams A; Reich C; Duarte-Salles T; Kostka K; Ryan PB; Prieto-Alhambra D, 2020, 'Baseline phenotype and 30-day outcomes of people tested for COVID-19: an international network cohort including >3.32 million people tested with real-time PCR and >219,000 tested positive for SARS-CoV-2 in South Korea, Spain and the United States.', medRxiv, http://dx.doi.org/10.1101/2020.10.25.20218875
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Prats-Uribe A; G. Sena A; Yin Hui Lai L; Ahmed W-U-R; Alghoul H; Alser O; Alshammari TM; Areia C; Carter W; Casajust P; Dawoud D; Golozar A; Jonnagaddala J; Mehta P; Menchung G; Morales DR; Nyberg F; Posada JD; Recalde M; Roel E; Shah K; Shah N; Schilling LM; Subbian V; Vizcaya D; Williams A; Zhang L; Zhang Y; Zhu H; Liu L; Rijnbeek P; Hripcsak G; Lane JCE; Burn E; Reich C; Suchard MA; Duarte-Salles T; Kostka K; Ryan PB; PRIETO-ALHAMBRA D, 2020, 'Heterogeneity and temporal variation in the management of COVID-19: a multinational drug utilization study including 71,921 hospitalized patients from China, South Korea, Spain, and the United States of America', medRxiv, http://dx.doi.org/10.1101/2020.09.15.20195545
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Lai LYH; Golozar A; Sena AG; Margulis AV; Haro N; Casajust P; Valveny N; Prats-Uribe A; Minty EP; Ahmed W-U-R; Alshammari TM; Morales DR; Alghoul H; Alser O; Dawoud D; Zhang L; Posada JD; Shah N; Blacketer C; Areia C; Subbian V; Nyberg F; Lane JCE; Suchard MA; Gong M; Recalde M; Jonnagaddala J; Shah K; Roel E; Vizcaya D; Fortin S; Cheng R-FJ; Reich C; Hripcsak G; Rijnbeek P; Ryan PB; Kostka K; Duarte-Salles T; PRIETO-ALHAMBRA D, 2020, 'Clinical characteristics, symptoms, management and health outcomes in 8,598 pregnant women diagnosed with COVID-19 compared to 27,510 with seasonal influenza in France, Spain and the US: a network cohort analysis', medRxiv, http://dx.doi.org/10.1101/2020.10.13.20211821
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Reps JM; Kim C; Williams RD; Markus AF; Yang C; Salles TD; Falconer T; Jonnagaddala J; Williams A; Fernandez-Bertolin S; others , 2020, 'Can we trust the prediction model? Demonstrating the importance of external validation by investigating the COVID-19 Vulnerability (C-19) Index across an international network of observational healthcare datasets', medRxiv
    Journal articles | 2020
    Dr Jitendra Jonnagaddala
    Williams RD; Markus AF; Yang C; Salles TD; Falconer T; Jonnagaddala J; Kim C; Rho Y; Williams A; An MH; others , 2020, 'Seek COVER: Development and validation of a personalized risk calculator for COVID-19 outcomes in an international network', medRxiv
    Journal articles | 2019
    Dr Jitendra Jonnagaddala
    Wakamiya S; Matsune S; Okubo K; Aramaki E, 2019, 'Causal Relationships Among Pollen Counts, Tweet Numbers, and Patient Numbers for Seasonal Allergic Rhinitis Surveillance: Retrospective Analysis.', J Med Internet Res, vol. 21, pp. e10450, http://dx.doi.org/10.2196/10450
    Journal articles | 2019
    Dr Jitendra Jonnagaddala
    Dai H-J; Wang C-K; Chang N-W; Huang M-S; Jonnagaddala J; Wang F-D; Hsu W-L, 2019, 'Statistical principle-based approach for recognizing and normalizing microRNAs described in scientific literature', Database, vol. 2019, http://dx.doi.org/10.1093/database/baz030
    Journal articles | 2019
    Dr Jitendra Jonnagaddala
    Liyanage H; Liaw S-T; Jonnagaddala J; Schreiber R; Kuziemsky C; Terry AL; de Lusignan S, 2019, 'Artificial Intelligence in Primary Health Care: Perceptions, Issues, and Challenges', Yearbook of medical informatics, vol. 28, pp. 041 - 046, http://dx.doi.org/10.1055/s-0039-1677901
    Journal articles | 2019
    Dr Jitendra Jonnagaddala
    Guo GN; Jonnagaddala J; Farshid S; Huser V; Reich C; Liaw S-T, 2019, 'Comparison of the cohort selection performance of Australian Medicines Terminology to Anatomical Therapeutic Chemical mappings', Journal of the American Medical Informatics Association, vol. 26, pp. 1237 - 1246, http://dx.doi.org/10.1093/jamia/ocz143
    Journal articles | 2019
    Dr Jitendra Jonnagaddala
    Vo K; Jonnagaddala J; Liaw S-T, 2019, 'Statistical supervised meta-ensemble algorithm for medical record linkage', Journal of biomedical informatics, vol. 95, pp. 103220 - 103220, http://dx.doi.org/10.1016/j.jbi.2019.103220
    Journal articles | 2018
    Dr Jitendra Jonnagaddala
    Tchechmedjiev A; Abdaoui A; Emonet V; Melzi S; Jonnagaddala J; Jonquet C, 2018, 'Enhanced Functionalities for Annotating and Indexing Clinical Text with the NCBO Annotator+', Bioinformatics, vol. 34, pp. 1962 - 1965, http://dx.doi.org/10.1093/bioinformatics/bty009
    Journal articles | 2018
    Dr Jitendra Jonnagaddala
    Warren I; Meads A; Whittaker R; Dobson R; Ameratunga S, 2018, 'Behavior Change for Youth Drivers: Design and Development of a Smartphone-Based App (BackPocketDriver).', JMIR Form Res, vol. 2, pp. e25, http://dx.doi.org/10.2196/formative.9660
    Journal articles | 2018
    Dr Jitendra Jonnagaddala
    Dai H-J; Jonnagaddala J, 2018, 'Assessing the severity of positive valence symptoms in initial psychiatric evaluation records: Should we use convolutional neural networks?', PloS one, vol. 13, pp. e0204493 - e0204493, http://dx.doi.org/10.1371/journal.pone.0204493
    Journal articles | 2017
    Dr Jitendra Jonnagaddala
    Dai H-J; Su EC-Y; Uddin M; Jonnagaddala J; Wu C-S; Syed-Abdul S, 2017, 'Exploring associations of clinical and social parameters with violent behaviors among psychiatric patients', Journal of biomedical informatics, vol. 75, pp. S149 - S159, http://dx.doi.org/10.1016/j.jbi.2017.08.009
    Journal articles | 2017
    Dr Jitendra Jonnagaddala
    Lee J, 2017, 'Patient-Specific Predictive Modeling Using Random Forests: An Observational Study for the Critically Ill.', JMIR Med Inform, vol. 5, pp. e3, http://dx.doi.org/10.2196/medinform.6690
    Journal articles | 2016
    Dr Jitendra Jonnagaddala
    Kim S; Islamaj Do\ugan R; Chatr-Aryamontri A; Chang CS; Oughtred R; Rust J; Batista-Navarro R; Carter J; Ananiadou S; Matos S; others , 2016, 'BioCreative V BioC track overview: collaborative biocurator assistant task for BioGRID', Database, vol. 2016, http://dx.doi.org/10.1093/database/baw121
    Journal articles | 2016
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Jue TR; Chang N-W; Dai H-J, 2016, 'Improving the dictionary lookup approach for disease normalization using enhanced dictionary and query expansion', Database, vol. 2016, http://dx.doi.org/10.1093/database/baw112
    Journal articles | 2016
    Dr Jitendra Jonnagaddala
    Dai H-J; Touray M; Jonnagaddala J; Syed-Abdul S, 2016, 'Feature engineering for recognizing adverse drug reactions from twitter posts', Information, vol. 7, pp. 27 - 27, http://dx.doi.org/10.3390/info7020027
    Journal articles | 2016
    Dr Jitendra Jonnagaddala
    Dai H-J; Su C-H; Lai P-T; Huang M-S; Jonnagaddala J; Rose Jue T; Rao S; Chou H-J; Milacic M; Singh O; others , 2016, 'MET network in PubMed: a text-mined network visualization and curation system', Database, vol. 2016, http://dx.doi.org/10.1093/database/baw090
    Journal articles | 2016
    Dr Jitendra Jonnagaddala
    Dai H-J; Singh O; Jonnagaddala J; Su EC-Y, 2016, 'NTTMUNSW BioC modules for recognizing and normalizing species and gene/protein mentions', Database, vol. 2016, pp. baw111 - baw111
    Journal articles | 2015
    Dr Jitendra Jonnagaddala
    Chang N-W; Dai H-J; Jonnagaddala J; Chen C-W; Tsai RT-H; Hsu W-L, 2015, 'A context-aware approach for progression tracking of medical concepts in electronic medical records', Journal of biomedical informatics, vol. 58, pp. S150 - S157, http://dx.doi.org/10.1016/j.jbi.2015.09.013
    Journal articles | 2015
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Liaw S-T; Ray P; Kumar M; Chang N-W; Dai H-J, 2015, 'Coronary artery disease risk assessment from unstructured electronic health records using text mining', Journal of biomedical informatics, vol. 58, pp. S203 - S210, http://dx.doi.org/10.1016/j.jbi.2015.08.003
    Journal articles | 2015
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Liaw S-T; Ray P; Kumar M; Dai H-J, 2015, 'Identification and progression of heart disease risk factors in diabetic patients from longitudinal electronic health records.', BioMed Research International, vol. 2015, http://dx.doi.org/10.1155/2015/636371
    Journal articles | 2014
    Dr Jitendra Jonnagaddala
    Sue D; Ray P; Talaei-Khoei A; Jonnagaddala J; Vichitvanichphong S, 2014, 'Assessing video games to improve driving skills: a literature review and observational study', JMIR serious games, vol. 2, pp. e5 - e5, http://dx.doi.org/10.2196/games.3274
    Journal articles | 2014
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Jue TR; Ray P; Talaei-Khoei A, 2014, 'Data Sharing Challenges and Recommendations for Human Biorepositories: A Systematic Literature Review', The International Technology Management Review, vol. 4, pp. 68 - 77
  • Reports | 2019
    Dr Jitendra Jonnagaddala
    Liaw T; Ansari S; Jonnagaddala J; Narasimhan P; Ashraf MM; Harris-Roxas B; Harris M, 2019, A review of the use of mHealth to promote healthy ageing and support the delivery of age-friendly health care services in the Western Pacific Region
    Reports | 2016
    Dr Jitendra Jonnagaddala
    2016, Sydney Statement on Employee Health and Well-being
    Reports | 2013
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Sue D, 2013, A Report on the Workshop on Biobanking Informatics
  • Conference Papers | 2020
    Dr Jitendra Jonnagaddala
    Ostropolets A; Reich C; Ryan P; Weng C; Molinaro A; DeFalco F; Jonnagaddala J; Liaw ST; Jeon H; Park RW; Spotnitz ME; Natarajan K; Argyriou G; Kostka K; Miller R; Williams A; Minty E; Posada J; Hripcsak G, 2020, 'Characterizing database granularity using SNOMED-CT hierarchy', in AMIA ... Annual Symposium proceedings. AMIA Symposium, AMIA, pp. 983 - 992, http://knowledge.amia.org/72332-amia-1.4602255
    Conference Papers | 2020
    Dr Jitendra Jonnagaddala
    Raju A; Yao J; Haq MMH; Jonnagaddala J; Huang J, 2020, 'Graph Attention Multi-instance Learning for Accurate Colorectal Cancer Staging', in Martel AL; Abolmaesumi P; Stoyanov D; Mateus D; Zuluaga MA; Zhou SK; Racoceanu D; Joskowicz L (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, pp. 529 - 539, http://dx.doi.org/10.1007/978-3-030-59722-1_51
    Conference Papers | 2019
    Dr Jitendra Jonnagaddala
    Chen A; Jonnagaddala J; Nekkantti C; Liaw S-T, 2019, 'Generation of Surrogates for De-Identification of Electronic Health Records.', in MedInfo, Lyon, France, pp. 70 - 73, presented at MedInfo, Lyon, France, 25 August 2019 - 30 August 2019, http://dx.doi.org/10.3233/SHTI190185
    Conference Papers | 2018
    Dr Jitendra Jonnagaddala
    Liyanage H; Liaw S-T; Jonnagaddala J; Hinton W; de LUSIGNAN S, 2018, 'Common Data Models (CDMs) to Enhance International Big Data Analytics: A Diabetes Use Case to Compare Three CDMs.', in EFMI-STC, pp. 60 - 64, http://dx.doi.org/10.3233/978-1-61499-921-8-60
    Conference Papers | 2018
    Dr Jitendra Jonnagaddala
    Chen A; Zhang Y; Jonnagaddala J, 2018, 'Action tremor detection in Parkinson’s disease patients using smartphone based sensor data', in 2017 Parkinson’s Disease Digital Biomarker DREAM Challenge, 2017 Parkinson’s Disease Digital Biomarker DREAM Challenge, http://doi.org/10.7303/syn11423921, presented at 2017 Parkinson’s Disease Digital Biomarker DREAM Challenge, http://doi.org/10.7303/syn11423921, 19 November 2018 - 19 June 2018, http://dx.doi.org/10.7303/syn11423921
    Conference Papers | 2018
    Dr Jitendra Jonnagaddala
    Chang N-W; Jonnagaddala J; Wang F-D; Dai H-J, 2018, 'A study on identification of organism and micro-RNA mentions in figure captions', in Proceedings of the BioCreative VI Challenge and Workshop (October 18–20). DoubleTree by Hilton Hotel, Bethesda, Maryland, USA, pp. 28 - 31
    Conference Papers | 2018
    Dr Jitendra Jonnagaddala
    Chen EZ-Y; Singh O; Jue TR; Wang C-K; Jonnagaddala J; Dai H-J, 2018, 'Identifying Mutation-induced Protein-Protein Interactions in Scientific Literature', in Proceedings of the BioCreative VI Challenge Evaluation Workshop
    Conference Proceedings (Editor of) | 2017
    Dr Jitendra Jonnagaddala
    Jonnagaddala , (ed.), 2017, 'Proceedings of the International Workshop on Digital Disease Detection using Social Media 2017 (DDDSM-2017)', The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017)., presented at The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017)., 27 November 2017 - 01 December 2017, https://aclanthology.info/volumes/proceedings-of-the-international-workshop-on-digital-disease-detection-using-social-media-2017-dddsm-2017
    Conference Papers | 2017
    Dr Jitendra Jonnagaddala
    Huang Y-J; Su CH; Chang Y-C; Ting T-H; Fu T-Y; Wang R-M; Dai H-J; Chang Y-C; Jonnagaddala J; Hsu W-L, 2017, 'Incorporating dependency trees improve identification of pregnant women on social media platforms', in Proceedings of the International Workshop on Digital Disease Detection using Social Media 2017 (DDDSM-2017), The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017)., Taipei, Taiwan, pp. 26 - 32, presented at The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017)., Taipei, Taiwan, 27 November 2017 - 01 December 2017, https://aclanthology.info/papers/W17-5804/w17-5804
    Conference Papers | 2017
    Dr Jitendra Jonnagaddala
    Adam DC; Jonnagaddala J; Han-Chen D; Batongbacal S; Almeida L; Zhu JZ; Yang JJ; Mundekkat JM; Badman S; Chughtai A; others , 2017, 'ZikaHack 2016: A digital disease detection competition', in Proceedings of the International Workshop on Digital Disease Detection using Social Media 2017 (DDDSM-2017), The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017)., Taipei, Taiwan, pp. 39 - 46, presented at The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017)., Taipei, Taiwan, 27 November 2017 - 01 December 2017, https://aclanthology.info/papers/W17-5806/w17-5806
    Conference Papers | 2017
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Hu F, 2017, 'Automatic coding of death certificates to ICD-10 terminology', in In Working Notes of CLEF 2017 - Conference and Labs of the Evaluation forum, Dublin, Ireland, September 11-14, 2017, CLEF, CLEF
    Conference Papers | 2017
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Dai H-J; Wang C-K; Lai P-T, 2017, 'Performance and interoperability assessment of Disease Extract Annotation Server (DEAS)', in Proceedings of the BioCreative V.5 Challenge Evaluation Workshop, Barcelona, Spain, April 26-27, 2017, BioCreative V.5 Challenge Evaluation Workshop,, Barcelona, Spain,, presented at BioCreative V.5 Challenge Evaluation Workshop,, Barcelona, Spain,, 26 April 2017 - 27 April 2017, http://www.biocreative.org/media/store/files/2017/BioCreative_V5_paper21.pdf
    Conference Papers | 2016
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Croucher JL; Jue TR; Meagher NS; Caruso L; Ward R; Hawkins NJ, 2016, 'Integration and Analysis of Heterogeneous Colorectal Cancer Data for Translational Research', in Nursing Informatics 2016, pp. 387 - 387, http://dx.doi.org/10.3233/978-1-61499-658-3-387
    Conference Papers | 2016
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Jue TR; Dai H-J, 2016, 'Binary classification of Twitter posts for adverse drug reactions', in Proceedings of the Social Media Mining Shared Task Workshop at the Pacific Symposium on Biocomputing
    Conference Papers | 2015
    Dr Jitendra Jonnagaddala
    Lin W-S; Dai H-J; Jonnagaddala J; Chang N-W; Jue TR; Iqbal U; Shao JY-H; Chiang I-J; Li Y-C, 2015, 'Utilizing different word representation methods for twitter data in adverse drug reactions extraction', in 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI), IEEE, pp. 260 - 265, IEEE, http://dx.doi.org/10.1109/TAAI.2015.7407070
    Conference Papers | 2015
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Dai H-J; Ray P; Liaw S-T, 2015, 'A preliminary study on automatic identification of patient smoking status in unstructured electronic health records', in Proceedings of BioNLP 15, pp. 147 - 151
    Conference Papers | 2015
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Liaw ST; Ray P, 2015, 'Impact of data quality assessment on development of clinical predictive models.', in Studies in health technology and informatics, pp. 1069 - 1069, http://dx.doi.org/10.3233/978-1-61499-564-7-1069
    Conference Papers | 2015
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Liaw S-T; Rayb P; Kumarc M; Dai H-J, 2015, 'TMUNSW: Identification of disorders and normalization to SNOMED-CT terminology in unstructured clinical notes', in 9th International Workshop on Semantic Evaluations.
    Conference Papers | 2015
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Chang N-W; Jue TR; Dai H-J, 2015, 'Recognition and normalization of disease mentions in PubMed abstracts', in Proceedings of the fifth BioCreative challenge evaluation workshop, Sevilla, Spain, September 9-11, 2015.
    Conference Papers | 2014
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Liaw S-T; Ray P; Kumar M; Dai H-J, 2014, 'HTNSystem: Hypertension Information Extraction System for Unstructured Clinical Notes', in Technologies and Applications of Artificial Intelligence, Taipei, Taiwan, 21-23 November 2014, Springer International Publishing, pp. 219 - 227, Springer International Publishing
    Conference Papers | 2014
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Kumar M; Dai H-J; Rachmani E; Hsu C-Y, 2014, 'TMUNSW: Disorder Concept Recognition and Normalization in Clinical Notes for SemEval-2014 Task 7', in 8th International Workshop on Semantic Evaluation (SemEval 2014), Dublin, Ireland, August 23-24, 2014., ACL Anthology, pp. 663 - 667, ACL Anthology
    Conference Papers | 2013
    Dr Jitendra Jonnagaddala
    Jonnagaddala J; Li J; Ray P, 2013, 'Evaluation of caBIG¯ caTissue Software', in World Congress on Medical Physics and Biomedical Engineering May 26-31, 2012, Beijing, China, Springer, Berlin, Heidelberg, pp. 1592 - 1595, Springer, Berlin, Heidelberg, http://dx.doi.org/10.1007/978-3-642-29305-4_418

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