Balagopal Unnikrishnan

16 papers Journal 12Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Beyond Ethics: How Inclusive Innovation Drives Economic Returns in Medical AI. CoRR Balagopal Unnikrishnan, Ariel Guerra-Adames, Amin Adibi, Sameer Peesapati, Rafal Kocielnik, Shira Fischer, Hillary Clinton Kasimbazi, Rodrigo R. Gameiro, Alina Peluso, Chrystinne Oliveira Fernandes, Maximin Lange, Lovedeep Gondara, Leo Anthony Celi
2025	J	`jnl`	Red Teaming Large Language Models for Healthcare. CoRR Vahid Balazadeh Meresht, Michael Cooper, David Pellow, Atousa Assadi, Jennifer Bell, Jim Fackler, Gabriel Funingana, Spencer Gable-Cook, Anirudh Gangadhar, Abhishek Jaiswal, Sumanth Kaja, Christopher Khoury, Randy Lin, Kaden McKeen, Sara Naimimohasses, Khashayar Namdar, Aviraj Newatia, Allan Pang, Anshul Pattoo, Sameer Peesapati, Diana Prepelita, Bogdana Rakova, Saba Sadatamin, Rafael Schulman, Ajay Shah, Syed Azhar Shah, Syed Ahmar Shah, Babak Taati, Balagopal Unnikrishnan, Stephanie Williams, Rahul G. Krishnan
2025	J	`jnl`	When AI Democratizes Exploitation: LLM-Assisted Strategic Manipulation of Fair Division Algorithms. CoRR Priyanka Verma, Balagopal Unnikrishnan
2024	J	`jnl`	Shortcut learning in medical AI hinders generalization: method for estimating AI model generalization without external data. npj Digit. Medicine Cathy Ong Ly, Balagopal Unnikrishnan, Tony Tadic, Tirth Patel, Joe Duhamel, Sonja Kandel, Yasbanoo Moayedi, Michael Brudno, Andrew Hope, Heather J. Ross, Chris McIntosh
2023	J	`jnl`	Diverse and consistent multi-view networks for semi-supervised regression. Mach. Learn. Cuong Manh Nguyen, Arun Raja, Le Zhang, Xun Xu, Balagopal Unnikrishnan, Mohamed Ragab, Kangkang Lu, Chuan-Sheng Foo
2021	J	`jnl`	Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations. IEEE Trans. Medical Imaging Navid Alemi Koohbanani, Balagopal Unnikrishnan, Syed Ali Khurram, Pavitra Krishnaswamy, Nasir M. Rajpoot
2021	J	`jnl`	Semi-supervised classification of radiology images with NoTeacher: A Teacher that is not Mean. CoRR Balagopal Unnikrishnan, Cuong Manh Nguyen, Shafa Balaram, Chao Li, Chuan Sheng Foo, Pavitra Krishnaswamy
2021	J	`jnl`	Semi-supervised classification of radiology images with NoTeacher: A teacher that is not mean. Medical Image Anal. Balagopal Unnikrishnan, Cuong Manh Nguyen, Shafa Balaram, Chao Li, Chuan Sheng Foo, Pavitra Krishnaswamy
2020	J	`jnl`	Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations. CoRR Navid Alemi Koohbanani, Balagopal Unnikrishnan, Syed Ali Khurram, Pavitra Krishnaswamy, Nasir M. Rajpoot
2020	—	`conf`	Semi-supervised Classification of Diagnostic Radiographs with NoTeacher: A Teacher that is Not Mean. MICCAI (1) Balagopal Unnikrishnan, Cuong Manh Nguyen, Shafa Balaram, Chuan Sheng Foo, Pavitra Krishnaswamy
2020	J	`jnl`	Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments. CoRR Balagopal Unnikrishnan, Pranshu Ranjan Singh, XuLei Yang, Matthew Chin Heng Chua
2019	J	`jnl`	CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images. CoRR Jin Chao, Ahmad Al Badawi, Balagopal Unnikrishnan, Jie Lin, Chan Fook Mun, James M. Brown, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Ramaseshan Chandrasekhar, Pavitra Krishnaswamy, Khin Mi Mi Aung
2019	—	`conf`	Deep Learning Models for Tuberculosis Detection from Chest X-ray Images. ICT Quang H. Nguyen, Binh P. Nguyen, Son Duy Dao, Balagopal Unnikrishnan, Rajan Dhingra, Savitha Rani Ravichandran, Sravani Satpathy, Nirmal Raja Palaparthi, Matthew Chin Heng Chua
2019	—	`conf`	Learning of Multi-Dimensional Analog Circuits Through Generative Adversarial Network (GAN). SoCC Rahul Dutta, Salahuddin Raju, Ashish James, Leo John Chemmanda, Yong-Joon Jeon, Balagopal Unnikrishnan, Chuan Sheng Foo, Zeng Zeng, Kevin Tshun Chuan Chai, Vijay Ramaseshan Chandrasekhar
2019	—	`conf`	Towards Practical Unsupervised Anomaly Detection on Retinal Images. DART/MIL3ID@MICCAI Khalil Ouardini, Huijuan Yang, Balagopal Unnikrishnan, Manon Romain, Camille Garcin, Houssam Zenati, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Chandrasekhar, Pavitra Krishnaswamy, Chuan-Sheng Foo
2018	J	`jnl`	Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images. CoRR Bruno Lecouat, Ken Chang, Chuan-Sheng Foo, Balagopal Unnikrishnan, James M. Brown, Houssam Zenati, Andrew Beers, Vijay Chandrasekhar, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy