Chintan Shah

22 papers A* 1A 2B 1Misc 1Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
ML-Dev-Bench: Comparative Analysis of AI Agents on ML development workflows.
CoRR
Harshith Padigela, Chintan Shah, Dinkar Juyal
2025 J jnl
PLUTO-4: Frontier Pathology Foundation Models.
CoRR
Harshith Padigela, Shima Nofallah, Atchuth Naveen Chilaparasetti, Ryun Han, Andrew Walker, Judy Shen, Chintan Shah, Blake Martin, Aashish Sood, Elliot Miller, Ben Glass, Andy Beck, Harsha Pokkalla, Syed Ashar Javed
2024 — conf
ContriMix: Scalable stain color augmentation for domain generalization without domain labels in digital pathology.
COMPAY@MICCAI
Tan H. Nguyen, Dinkar Juyal, Jin Li, Aaditya Prakash, Shima Nofallah, Chintan Shah, Sai Chowdary Gullapally, Limin Yu, Michael Griffin, Anand Sampat, John Abel, Justin Lee, Amaro Taylor-Weiner
2024 J jnl
Interpretability analysis on a pathology foundation model reveals biologically relevant embeddings across modalities.
CoRR
Nhat Le, Ciyue Shen, Chintan Shah, Blake Martin, Daniel Shenker, Harshith Padigela, Jennifer A. Hipp, Sean Grullon, John Abel, Harsha Pokkalla, Dinkar Juyal
2024 J jnl
PLUTO: Pathology-Universal Transformer.
CoRR
Dinkar Juyal, Harshith Padigela, Chintan Shah, Daniel Shenker, Natalia Harguindeguy, Yi Liu, Blake Martin, Yibo Zhang, Michael Nercessian, Miles Markey, Isaac Finberg, Kelsey Luu, Daniel Borders, Syed Ashar Javed, Emma Krause, Raymond Biju, Aashish Sood, Allen Ma, Jackson Nyman, John Shamshoian, Guillaume Chhor, Darpan Sanghavi, Marc Thibault, Limin Yu, Fedaa Najdawi, Jennifer A. Hipp, Darren Fahy, Benjamin Glass, Eric Walk, John Abel, Harsha Pokkalla, Andrew H. Beck, Sean Grullon
2024 A conf
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology.
WACV
Dinkar Juyal, Siddhant Shingi, Syed Ashar Javed, Harshith Padigela, Chintan Shah, Anand Sampat, Archit Khosla, John Abel, Amaro Taylor-Weiner
2023 J jnl
Artificial Intelligence-Powered Clinical Decision Support and Simulation Platform for Radiology Trainee Education.
J. Digit. Imaging
Chintan Shah, Karapet Davtyan, Ilya M. Nasrallah, R. Nick Bryan, Suyash Mohan
2023 J jnl
ContriMix: Unsupervised disentanglement of content and attribute for domain generalization in microscopy image analysis.
CoRR
Tan H. Nguyen, Dinkar Juyal, Jin Li, Aaditya Prakash, Shima Nofallah, Chintan Shah, Sai Chowdary Gullapally, Michael Griffin, Anand Sampat, John Abel, Justin Lee, Amaro Taylor-Weiner
2023 J jnl
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology.
CoRR
Dinkar Juyal, Siddhant Shingi, Syed Ashar Javed, Harshith Padigela, Chintan Shah, Anand Sampat, Archit Khosla, John Abel, Amaro Taylor-Weiner
2023 J jnl
Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology.
CoRR
Sai Chowdary Gullapally, Yibo Zhang, Nitin Kumar Mittal, Deeksha Kartik, Sandhya Srinivasan, Kevin Rose, Daniel Shenker, Dinkar Juyal, Harshith Padigela, Raymond Biju, Victor Minden, Chirag Maheshwari, Marc Thibault, Zvi Goldstein, Luke Novak, Nidhi Chandra, Justin Lee, Aaditya Prakash, Chintan Shah, John Abel, Darren Fahy, Amaro Taylor-Weiner, Anand Sampat
2022 J jnl
Self-training of Machine Learning Models for Liver Histopathology: Generalization under Clinical Shifts.
CoRR
Jin Li, Deepta Rajan, Chintan Shah, Dinkar Juyal, Shreya Chakraborty, Chandan Akiti, Filip Kos, Janani Iyer, Anand Sampat, Ali Behrooz
2022 J jnl
Uncertainties in Atomic Data for Modeling Astrophysical Charge Exchange Plasmas.
Sensors
Liyi Gu, Chintan Shah, Ruitian Zhang
2020 J jnl
Finding Patient Zero: Learning Contagion Source with Graph Neural Networks.
CoRR
Chintan Shah, Nima Dehmamy, Nicola Perra, Matteo Chinazzi, Albert-László Barabási, Alessandro Vespignani, Rose Yu
2018 — conf
A Hybrid Approach of Text Summarization Using Latent Semantic Analysis and Deep Learning.
ICACCI
Chintan Shah, Anjali Jivani
2016 J jnl
Exercise Therapy for Parkinson's Disease: Pedaling Rate Is Related to Changes in Motor Connectivity.
Brain Connect.
Chintan Shah, Erik B. Beall, Anneke M. M. Frankemolle, Amanda Penko, Michael D. Phillips, Mark J. Lowe, Jay L. Alberts
2015 — conf
Efficient Large-Scale Point Cloud Registration Using Loop Closures.
3DV
Takaaki Shiratori, Jérôme Berclaz, Michael Harville, Chintan Shah, Taoyu Li, Yasuyuki Matsushita, Stephen Shiller
2014 A* conf
Computing Cut-Based Hierarchical Decompositions in Almost Linear Time.
SODA
Harald Räcke, Chintan Shah, Hanjo Täubig
2014 A conf
Improved Guarantees for Tree Cut Sparsifiers.
ESA
Harald Räcke, Chintan Shah
2013 J jnl
The Effect of Forced-Exercise Therapy for Parkinson's Disease on Motor Cortex Functional Connectivity.
Brain Connect.
Erik B. Beall, Mark J. Lowe, Jay L. Alberts, Anneke M. M. Frankemolle, Anil K. Thota, Chintan Shah, Michael D. Phillips
2010 Misc conf
An integrated soft handoff approach to IP fast reroute in wireless mobile networks.
COMSNETS
Selcuk Cevher, Ta Chen, Ibrahim Hökelek, JaeWon Kang, Vikram Kaul, Yow-Jian Lin, Marcus Pang, Mete Rodoper, Sunil Samtani, Chintan Shah, Jeffrey Bowcock, Gregory B. Rucker, Jonathan L. Simbol, Aristides Staikos
2005 — conf
An Alert Fusion Framework for Situation Awareness of Coordinated Multistage Attacks.
IWIA
Sunu Mathew, Chintan Shah, Shambhu J. Upadhyaya
2003 B conf
Web File Transmission by Object Packaging - Performance Comparison with HTTP 1.0 and HTTP 1.1 Persistent Connection.
LCN
Hiroshi Fujinoki, Murugesan Sanjay, Chintan Shah