A Cloud-Based, Multi-Modal Data Architecture for Post-Transplant Diabetes Management.

Italo Buleje Vince S. Siu Carla Agurto Michael Graziano Takashi Itoh Italo Buleje Eduardo Castro Jill Rusticelli Shannon Downie Kelly Paulus Kimberly Jenkins Guillermo A. Cecchi Bing Dang M. Cecilia Lansang A Cloud-Based, Multi-Modal Data Architecture for Post-Transplant Diabetes Management. 1-9 2025 ICDH https://doi.org/10.1109/ICDH67620.2025.00023 conf/icdh/2025 db/conf/icdh/icdh2025.html#SiuAGIBCRDPJCDL25 streams/conf/icdh Carla Agurto Eduardo Castro Michael Graziano Manqi Zhou Italo Buleje Shannon Downie Brooke Barnes Jill Rusticelli Kelly Paulus Bing Dang Guillermo A. Cecchi Vince S. Siu M. Cecilia Lansang Predicting Glucose Levels in Diabetic Kidney Transplant Recipients Using Multivariate Temporal Modeling Across Clinically Defined Subcohorts. 41-49 2025 ICDH https://doi.org/10.1109/ICDH67620.2025.00015 conf/icdh/2025 db/conf/icdh/icdh2025.html#AgurtoCGZBDBRPDCSL25 streams/conf/icdh Vince S. Siu Italo Buleje Takashi Itoh Anil Hungund Jenna M. Reinen Carla Agurto Michael Graziano Kyle Frohling Bing Dang Jeffrey L. Rogers API Management in Digital Health: Exploring IBM API Connect and IBM API Hub in Enabling Healthcare Innovation. 189-195 2024 ICDH https://doi.org/10.1109/ICDH62654.2024.00040 conf/icdh/2024 db/conf/icdh/icdh2024.html#SiuBIHRAGFDR24 streams/conf/icdh Vince S. Siu Kuan Yu Hsieh Italo Buleje Takashi Itoh Tian Hao Ben Civjan Nigel Hinds Bing Dang Jeffrey L. Rogers Bo Wen Health Guardian: Using Multi-modal Data to Understand Individual Health. 65-74 2023 ICDH https://doi.org/10.1109/ICDH60066.2023.00019 conf/icdh/2023 db/conf/icdh/icdh2023.html#SiuHBIHCHDRW23 Italo Buleje Vince S. Siu Kuan Yu Hsieh Nigel Hinds Bing Dang Erhan Bilal Thanhnha Nguyen Ellen E. Lee Colin A. Depp Jeffrey L. Rogers A Versatile Data Fabric for Advanced IoT-Based Remote Health Monitoring. 88-90 2023 ICDH https://doi.org/10.1109/ICDH60066.2023.00021 conf/icdh/2023 db/conf/icdh/icdh2023.html#BulejeSHHDBNLDR23

Italo Buleje Vince S. Siu Kuan Yu Hsieh Nigel Hinds Bing Dang Erhan Bilal Thanhnha Nguyen Ellen E. Lee Colin A. Depp Jeffrey L. Rogers A Versatile Data Fabric for Advanced IoT-Based Remote Health Monitoring. 2023 abs/2310.01673 CoRR https://doi.org/10.48550/arXiv.2310.01673 db/journals/corr/corr2310.html#abs-2310-01673

Vince S. Siu Kuan Yu Hsieh Italo Buleje Takashi Itoh Tian Hao Ben Civjan Nigel Hinds Bing Dang Jeffrey L. Rogers Bo Wen Health Guardian: Using Multi-modal Data to Understand Individual Health. 2023 abs/2310.01733 CoRR https://doi.org/10.48550/arXiv.2310.01733 db/journals/corr/corr2310.html#abs-2310-01733

Bo Wen Vince S. Siu Italo Buleje Kuan Yu Hsieh Takashi Itoh Lukas Zimmerli Nigel Hinds Elif Eyigöz Bing Dang Stefan von Cavallar Jeffrey L. Rogers Health Guardian Platform: A technology stack to accelerate discovery in Digital Health research. 40-46 2022 ICDH https://doi.org/10.1109/ICDH55609.2022.00015 conf/icdh/2022 db/conf/icdh/icdh2022.html#WenSBHIZHEDCR22

Bo Wen Vince S. Siu Italo Buleje Kuan Yu Hsieh Takashi Itoh Lukas Zimmerli Nigel Hinds Elif Eyigöz Bing Dang Stefan von Cavallar Jeffrey L. Rogers Health Guardian Platform: A technology stack to accelerate discovery in Digital Health research. 2022 abs/2211.06330 CoRR https://doi.org/10.48550/arXiv.2211.06330 db/journals/corr/corr2211.html#abs-2211-06330

Prithwish Chakraborty James V. Codella Piyush Madan Ying Li 0053 Hu Huang 0004 Yoonyoung Park Chao Yan 0004 Ziqi Zhang 0005 Cheng Gao Steve Nyemba Xu Min Sanjib Basak Mohamed F. Ghalwash Zach Shahn Parthasarathy Suryanarayanan Italo Buleje Shannon Harrer Sarah Miller Amol Rajmane Colin Walsh Jonathan Wanderer Gigi Y. Yuen-Reed Kenney Ng Daby Sow Bradley A. Malin Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge. 2021 abs/2104.04377 CoRR https://arxiv.org/abs/2104.04377 db/journals/corr/corr2104.html#abs-2104-04377

Parthasarathy Suryanarayanan Prithwish Chakraborty Piyush Madan Kibichii Bore William Ogallo Rachita Chandra Mohamed F. Ghalwash Italo Buleje Sekou L. Remy Shilpa Mahatma Pablo Meyer 0001 Jianying Hu Disease Progression Modeling Workbench 360. 2021 abs/2106.13265 CoRR https://arxiv.org/abs/2106.13265 db/journals/corr/corr2106.html#abs-2106-13265

Fang Lu Italo Buleje Piyush Madan Shilpa Mahatma Demystify challenges in adopting healthcare analytics solutions. 2020 AMIA https://knowledge.amia.org/72332-amia-1.4602255/t005-1.4604904/t005-1.4604905/3410713-1.4605386/3409800-1.4605383 conf/amia/2020 db/conf/amia/amia2020.html#LuBMM20

Parthasarathy Suryanarayanan Bhavani Iyer Prithwish Chakraborty Bibo Hao Italo Buleje Piyush Madan James V. Codella Antonio Foncubierta Divya Pathak Sarah Miller Amol Rajmane Shannon Harrer Gigi Yuan-Reed Daby Sow A Canonical Architecture For Predictive Analytics on Longitudinal Patient Records. 2020 abs/2007.12780 CoRR https://arxiv.org/abs/2007.12780 db/journals/corr/corr2007.html#abs-2007-12780

Sharon Hensley Alford Piyush Madan Shilpa Mahatma Italo Buleje Yanyan Han Fang Lu Effect of secular trend in drug effectiveness study in real world data. 2018 abs/1808.06117 CoRR http://arxiv.org/abs/1808.06117 db/journals/corr/corr1808.html#abs-1808-06117

Carla Agurto Sharon M. H. AlfordSharon Hensley Alford Brooke Barnes Sanjib Basak Erhan Bilal Kibichii Bore Eduardo Castro Stefan von Cavallar Guillermo A. Cecchi Prithwish Chakraborty Rachita Chandra Ben Civjan James V. Codella Bing Dang Colin A. Depp Shannon Downie Elif Eyigöz Antonio Foncubierta-RodríguezAntonio Foncubierta Kyle Frohling Cheng Gao Mohamed F. Ghalwash Michael Graziano Yanyan Han Bibo Hao Tian Hao Shannon Harrer Nigel Hinds Kuan Yu Hsieh Jianying Hu Hu Huang 0004 Anil Hungund Takashi Itoh Bhavani Iyer Kimberly Jenkins M. Cecilia Lansang Ellen E. Lee Ying Li 0053 Fang Lu Piyush Madan Shilpa Mahatma Bradley A. Malin Pablo Meyer 0001 Sarah Miller Xu Min Kenney Ng Thanhnha Nguyen Steve Nyemba William Ogallo Yoonyoung Park Divya Pathak Kelly Paulus Amol Rajmane Jenna M. Reinen Sekou L. Remy Jeffrey L. Rogers Jill Rusticelli Zach Shahn Vince S. Siu Daby M. SowDaby Sow Parthasarathy Suryanarayanan Colin Walsh Jonathan Wanderer Bo Wen Chao Yan 0004 Gigi Yuan-Reed Gigi Y. Yuen-Reed Ziqi Zhang 0005 Manqi Zhou Lukas Zimmerli