Karandeep Singh

52 papers A* 3A 1C 1Misc 7Journal 25Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Development and prospective implementation of a large language model based system for early sepsis prediction. npj Digit. Medicine Supreeth P. Shashikumar, Sina Mohammadi, Rishivardhan Krishnamoorthy, Avi Patel, Gabriel Wardi, Joseph C. Ahn, Karandeep Singh, Eliah Aronoff Spencer, Shamim Nemati
2025	J	`jnl`	Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learning. CoRR Esra Adiyeke, Tianqi Liu, Venkata Sai Dheeraj Naganaboina, Han Li, Tyler J. Loftus, Yuanfang Ren, Benjamin Shickel, Matthew M. Ruppert, Karandeep Singh, Ruogu Fang, Parisa Rashidi, Azra Bihorac, Tezcan Ozrazgat-Baslanti
2025	Misc	`conf`	OPTeSIM: Optimal Cellular Prepaid Plans for a Customer Base with eSIM-Capable Phones. ITNAC Ramneek, Patrick Hosein, Karandeep Singh, Sangheon Pack
2024	—	`conf`	Brinjal: A Web-Plugin for Collaborative Hate Speech Detection. WWW (Companion Volume) Ming Shan Hee, Karandeep Singh, Charlotte Ng Si Min, Kenny Tsu Wei Choo, Roy Ka-Wei Lee
2024	J	`jnl`	Performance evaluation of predictive AI models to support medical decisions: Overview and guidance. CoRR Ben Van Calster, Gary S. Collins, Andrew J. Vickers, Laure Wynants, Kathleen F. Kerr, Lasai Barreñada, Gaël Varoquaux, Karandeep Singh, Karel G. M. Moons, Tina Hernandez-Boussard, Dirk Timmerman, David J. Mclernon, Maarten van Smeden, Ewout W. Steyerberg
2024	J	`jnl`	Self Supervised Vision for Climate Downscaling. CoRR Karandeep Singh, Chaeyoon Jeong, Naufal Shidqi, Sungwon Park, Arjun Nellikkattil, Elke Zeller, Meeyoung Cha
2024	A*	`conf`	Self-Supervised Vision for Climate Downscaling. IJCAI Karandeep Singh, Chaeyoon Jeong, Naufal Shidqi, Sungwon Park, Arjun Nellikkattil, Elke Zeller, Meeyoung Cha
2023	J	`jnl`	Active Learning for Human-in-the-Loop Customs Inspection. IEEE Trans. Knowl. Data Eng. Sundong Kim, Tung-Duong Mai, Sungwon Han, Sungwon Park, Thi Nguyen Duc Khanh, Jaechan So, Karandeep Singh, Meeyoung Cha
2023	J	`jnl`	An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets. CoRR Faris F. Gulamali, Ashwin S. Sawant, Lora Liharska, Carol R. Horowitz, Lili Chan, Patricia H. Kovatch, Ira S. Hofer, Karandeep Singh, Lynne D. Richardson, Emmanuel Mensah, Alexander W. Charney, David L. Reich, Jianying Hu, Girish N. Nadkarni
2023	J	`jnl`	Assessing the net benefit of machine learning models in the presence of resource constraints. J. Am. Medical Informatics Assoc. Karandeep Singh, Nigam H. Shah, Andrew J. Vickers
2023	J	`jnl`	Editorial: Surfacing best practices for AI software development and integration in healthcare. Frontiers Digit. Health Mark P. Sendak, David E. Vidal, Sylvia Trujillo, Karandeep Singh, Xiaoxuan Liu, Suresh Balu
2023	J	`jnl`	Enabling collaborative governance of medical AI. Nat. Mac. Intell. W. Nicholson Price, Mark P. Sendak, Suresh Balu, Karandeep Singh
2023	J	`jnl`	Generating High-Resolution Regional Precipitation Using Conditional Diffusion Model. CoRR Naufal Shidqi, Chaeyoon Jeong, Sungwon Park, Elke Zeller, Arjun Babu Nellikkattil, Karandeep Singh
2023	A	`conf`	GraphFC: Customs Fraud Detection with Label Scarcity. CIKM Karandeep Singh, Yu-Che Tsai, Cheng-Te Li, Meeyoung Cha, Shou-De Lin
2023	J	`jnl`	GraphFC: Customs Fraud Detection with Label Scarcity. CoRR Karandeep Singh, Yu-Che Tsai, Cheng-Te Li, Meeyoung Cha, Shou-De Lin
2023	J	`jnl`	Multi-Stage Machine Learning Model for Hierarchical Tie Valence Prediction. ACM Trans. Knowl. Discov. Data Karandeep Singh, Seungeon Lee, Giuseppe (Joe) Labianca, Jesse Michael Fagan, Meeyoung Cha
2023	—	`conf`	Online Unsupervised Representation Learning of Waveforms in the Intensive Care Unit via a novel cooperative framework: Spatially Resolved Temporal Networks (SpaRTEn). MLHC Faris F. Gulamali, Ashwin Sawant, Ira S. Hofer, Matthew A. Levin, Alexander Charney, Karandeep Singh, Benjamin S. Glicksberg, Girish N. Nadkarni
2023	—	`conf`	Self-supervised learning for climate downscaling. BigComp Karandeep Singh, Chaeyoon Jeong, Sungwon Park, Arjun N. Babur, Elke Zeller, Meeyoung Cha
2022	A*	`conf`	Downscaling Earth System Models with Deep Learning. KDD Sungwon Park, Karandeep Singh, Arjun Nellikkattil, Elke Zeller, Tung-Duong Mai, Meeyoung Cha
2022	J	`jnl`	Generalizability of an acute kidney injury prediction model across health systems. Nat. Mac. Intell. Jie Cao, Xiaosong Zhang, Vahakn Shahinian, Huiying Yin, Diane Steffick, Rajiv Saran, Susan Crowley, Michael Mathis, Girish N. Nadkarni, Michael Heung, Karandeep Singh
2021	Misc	`conf`	Making Health AI Work in the Real World: Strategies, innovations, and best practices for using AI to improve care delivery. AMIA Suchi Saria, Marzyeh Ghassemi, Ziad Obermeyer, Karandeep Singh, Pei-Yun S. Hsueh, Eric J. Topol
2021	J	`jnl`	Misinformation, Believability, and Vaccine Acceptance Over 40 Countries: Takeaways From the Initial Phase of The COVID-19 Infodemic. CoRR Karandeep Singh, Gabriel Lima, Meeyoung Cha, Chiyoung Cha, Juhi Kulshrestha, Yong-Yeol Ahn, Onur Varol
2021	J	`jnl`	The Internet of Federated Things (IoFT). IEEE Access Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Jionghua Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhi-Sheng Ye
2021	J	`jnl`	The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning. CoRR Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Judy Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhisheng Ye
2020	A*	`conf`	DATE: Dual Attentive Tree-aware Embedding for Customs Fraud Detection. KDD Sundong Kim, Yu-Che Tsai, Karandeep Singh, Yeonsoo Choi, Etim Ibok, Cheng-Te Li, Meeyoung Cha
2020	J	`jnl`	Prospective monitoring of imaging guideline adherence by physicians in a surgical collaborative: comparison of statistical process control methods for detecting outlying performance. BMC Medical Informatics Decis. Mak. Michael Inadomi, Karandeep Singh, Ji Qi, Rodney Dunn, Susan Linsell, Brian T. Denton, Patrick Hurley, Eduardo Kleer, James Montie, Khurshid Ghani
2020	—	`conf`	QoS-Based Zero-Rating of Cellular Applications. ICOIN Ramneek, Patrick Hosein, Sangheon Pack, Karandeep Singh
2020	J	`jnl`	Risk Communication in Asian Countries: COVID-19 Discourse on Twitter. CoRR Sungkyu Park, Sungwon Han, Jeongwook Kim, Mir Majid Molaie, Hoang Dieu Vu, Karandeep Singh, Jiyoung Han, Wonjae Lee, Meeyoung Cha
2020	J	`jnl`	Take a Chance: Managing the Exploitation-Exploration Dilemma in Customs Fraud Detection via Online Active Learning. CoRR Sundong Kim, Tung-Duong Mai, Thi Nguyen Duc Khanh, Sungwon Han, Sungwon Park, Karandeep Singh, Meeyoung Cha
2019	J	`jnl`	Complexities, variations, and errors of numbering within clinical notes: the potential impact on information extraction and cohort-identification. BMC Medical Informatics Decis. Mak. David A. Hanauer, Qiaozhu Mei, V. G. Vinod Vydiswaran, Karandeep Singh, Zach Landis-Lewis, Chunhua Weng
2019	—	`conf`	Identifying Challenges and Opportunities in Human-AI Collaboration in Healthcare. CSCW Companion Sun Young Park, Pei-Yi Kuo, Andrea Barbarin, Elizabeth Kaziunas, Astrid Chow, Karandeep Singh, Lauren Wilcox, Walter S. Lasecki
2018	J	`jnl`	A Micro-Level Data-Calibrated Agent-Based Model: The Synergy between Microsimulation and Agent-Based Modeling. Artif. Life Karandeep Singh, Chang-Won Ahn, Euihyun Paik, Jang Won Bae, Chun-Hee Lee
2018	J	`jnl`	An Agent Based Model Approach for Perusal of Social Dynamics. IEEE Access Karandeep Singh, Chang-Won Ahn
2018	—	`conf`	Numerical Age Variations within Clinical Notes: The Potential Impact on De-Identification and Information Extraction. ICHI Workshops David A. Hanauer, Qiaozhu Mei, V. G. Vinod Vydiswaran, Karandeep Singh, Zach Landis-Lewis, Chunhua Weng
2018	Misc	`conf`	Towards a Learning Health System to Reduce Emergency Department Visits at a Population Level. AMIA Elliott Brannon, Tianshi Wang, Jeremy Lapedis, Paul Valenstein, Michael S. Klinkman, Ellen Bunting, Alice Stanulis, Karandeep Singh
2017	—	`conf`	A holistic agent based model for demography. SSCI Karandeep Singh, Chang-Won Ahn
2017	J	`jnl`	Computational Social Science (Analytical Methods for Social Research) J. Artif. Soc. Soc. Simul. Karandeep Singh
2016	J	`jnl`	A Data-Driven Approach for Agent-Based Modeling: Simulating the Dynamics of Family Formation. J. Artif. Soc. Soc. Simul. Mazhar Sajjad, Karandeep Singh, Euihyun Paik, Chang-Won Ahn
2016	Misc	`conf`	Combining Microsimulation and Agent-Based Model for Micro-Level Population Dynamics. ICCS Jang Won Bae, Euihyun Paik, Kiho Kim, Karandeep Singh, Mazhar Sajjad
2016	Misc	`conf`	Mobile Apps for Vulnerable Populations Study. AMIA Urmimala Sarkar, Gato Gourley, Courtney R. Lyles, Lina Tieu, Cassidy Clarity, Lisa P. Newmark, Karandeep Singh, David W. Bates
2016	—	`conf`	Population dynamics analysis for policy evaluation using micro-level population dynamics. HPCS Karandeep Singh, Jang Won Bae, Euihyun Paik
2015	—	`conf`	Multi-Agent modeling for match-making using BDI architecture. HPCS Mazhar Sajjad, Karandeep Singh, Chang-Won Ahn
2015	—	`conf`	Smart Glasses - A New Tool in Medicine. MedInfo Gunnar O. Klein, Karandeep Singh, Johan von Heideken
2014	Misc	`conf`	An Electronic Health Record for Google Glass: A System Demonstration. AMIA Karandeep Singh
2014	Misc	`conf`	Developing an Electronic Health Record for Google Glass: Challenges and Use Cases. AMIA Karandeep Singh, Adam B. Landman, Joseph V. Bonventre, Adam Wright
2012	J	`jnl`	Estimation of Traffic Densities for Multilane Roadways Using a Markov Model Approach. IEEE Trans. Ind. Electron. Karandeep Singh, Baibing Li
2011	C	`conf`	Heterogeneous Cloud Computing. CLUSTER Stephen P. Crago, Kyle Dunn, Patrick Eads, Lorin Hochstein, Dong-In Kang, Mikyung Kang, Devendra Modium, Karandeep Singh, Jinwoo Suh, John Paul Walters
2010	—	`conf`	AutoBot: A Low Cost Platform for Swarm Research Applications. ICETET Manil Gupta, Karandeep Singh
2009	—	`conf`	A Single Accelerometer based Wireless Embedded System for Predefined Dynamic Gesture Recognition. IHCI Rahul Parsani, Karandeep Singh
2008	—	`ch.`	A Model for Multiplayer Interactive Games in Cellular Wireless Environment. Innovative Techniques in Instruction Technology, E-learning, E-assessment, and Education Vaddadi P. Chandu, Karandeep Singh
2007	—	`conf`	A Model for Prevention of Software Piracy through Secure Distribution. SCSS (1) Vaddadi P. Chandu, Karandeep Singh, Ravi Baskaran
2006	—	`conf`	LMPI: MPI for Heterogeneous Embedded Distributed Systems. ICPADS (1) Adnan Agbaria, Dong-In Kang, Karandeep Singh