Ravi Soni - RankMe

21 papers Journal 12Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	POWDR: Pathology-preserving Outpainting with Wavelet Diffusion for 3D MRI. CoRR Fei Tan, Ashok Vardhan Addala, Bruno Astuto Arouche Nunes, Xucheng Zhu, Ravi Soni
2025	J	`jnl`	Comparing SAM 2 and SAM 3 for Zero-Shot Segmentation of 3D Medical Data. CoRR Satrajit Chakrabarty, Ravi Soni
2025	—	`conf`	Learning Foundation Models from Multi-organ Medical Images by Capturing Consistency and Diversity of Anatomical Structures. MICCAI (5) Mohammad Reza Hosseinzadeh Taher, Junpyo Hong, Ravi Soni, Gopal Avinash
2025	—	`conf`	MOSS: Learning from Multiple Organs Via Self-Supervision. ISBI Mohammad Reza Hosseinzadeh Taher, Junpyo Hong, Ravi Soni, Gopal Avinash
2025	J	`jnl`	SAMRI-2: A Memory-based Model for Cartilage and Meniscus Segmentation in 3D MRIs of the Knee Joint. CoRR Danielle Lopes F. G. Vieira, Bruno Astuto A. Nunes, Xuzhe Zhang, Laura Carretero Gomez, Maggie Fung, Ravi Soni
2025	J	`jnl`	SAS: Segment Anything Small for Ultrasound - A Non-Generative Data Augmentation Technique for Robust Deep Learning in Ultrasound Imaging. CoRR Danielle Lopes F. G. Vieira, Ahana Gangopadhyay, Hsi-Ming Chang, Ravi Soni, Gopal Avinash
2025	—	`conf`	SynthFM: Training Modality-Agnostic Foundation Models for Medical Image Segmentation Without Real Medical Data. ISBI Sourya Sengupta, Satrajit Chakrabarty, Keerthi Sravan Ravi, Gopal Avinash, Ravi Soni
2025	J	`jnl`	SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data. CoRR Sourya Sengupta, Satrajit Chakrabarty, Keerthi Sravan Ravi, Gopal Avinash, Ravi Soni
2025	J	`jnl`	Towards Better Ultrasound Video Segmentation Foundation Model: An Empirical study on SAM2 Finetuning from Data Perspective. CoRR Xing Yao, Ahana Gangopadhyay, Hsi-Ming Chang, Ravi Soni
2024	—	`conf`	Enhancing 3D Cardiac CT Segmentation with Latent Diffusion Model and Self-Supervised Learning. ML4H@NeurIPS Quanqi Hu, Ashok Vardhan Addala, Masaki Ikuta, Ravi Soni, Gopal Avinash
2024	J	`jnl`	Is SAM 2 Better than SAM in Medical Image Segmentation? CoRR Sourya Sengupta, Satrajit Chakrabarty, Ravi Soni
2023	—	`conf`	Curriculum Self-Supervised Learning for 3D CT Cardiac Image Segmentation. ML4H@NeurIPS Mohammad Reza Hosseinzadeh Taher, Masaki Ikuta, Ravi Soni
2023	—	`conf`	Diffusion Model-Based Data Augmentation for Lung Ultrasound Classification with Limited Data. ML4H@NeurIPS Xiaohui Zhang, Ahana Gangopadhyay, Hsi-Ming Chang, Ravi Soni
2022	J	`jnl`	Adversarial Focal Loss: Asking Your Discriminator for Hard Examples. CoRR Chen Liu, Xiaomeng Dong, Michael Potter, Hsi-Ming Chang, Ravi Soni
2022	J	`jnl`	Guest Editorial Artificial Intelligence in Pre-DICOM. IEEE J. Biomed. Health Informatics Tao Tan, Ravi Soni, Jungong Han, Shuo Li
2022	J	`jnl`	Multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19 using pristine ground-truth, versus radiologists. Neurocomputing Tao Tan, Bipul Das, Ravi Soni, Mate Fejes, Hongxu Yang, Sohan Ranjan, Daniel Attila Szabo, Vikram Melapudi, K. S. Shriram, Utkarsh Agrawal, László Ruskó, Zita Herczeg, Barbara Darázs, Pal Tegzes, Lehel Ferenczi, Rakesh Mullick, Gopal Avinash
2021	—	`conf`	Pristine Annotations-Based Multi-modal Trained Artificial Intelligence Solution to Triage Chest X-Ray for COVID-19. MICCAI (7) Tao Tan, Bipul Das, Ravi Soni, Mate Fejes, Sohan Ranjan, Daniel Attila Szabo, Vikram Melapudi, K. S. Shriram, Utkarsh Agrawal, László Ruskó, Zita Herczeg, Barbara Darázs, Pal Tegzes, Lehel Ferenczi, Rakesh Mullick, Gopal Avinash
2020	J	`jnl`	Pristine annotations-based multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19. CoRR Tao Tan, Bipul Das, Ravi Soni, Mate Fejes, Sohan Ranjan, Daniel Attila Szabo, Vikram Melapudi, K. S. Shriram, Utkarsh Agrawal, László Ruskó, Zita Herczeg, Barbara Darázs, Pal Tegzes, Lehel Ferenczi, Rakesh Mullick, Gopal Avinash
2020	J	`jnl`	Transformer Based Language Models for Similar Text Retrieval and Ranking. CoRR Javed Qadrud-Din, Ashraf Bah Rabiou, Ryan Walker, Ravi Soni, Martin Gajek, Gabriel Pack, Akhil Rangaraj
2019	—	`conf`	D3MC: A Reinforcement Learning Based Data-Driven Dyna Model Compression. LABELS/HAL-MICCAI/CuRIOUS@MICCAI Jiahui Guan, Ravi Soni, Dibyajyoti Pati, Gopal Avinash, V. Ratna Saripalli
2019	—	`conf`	HMC: A Hybrid Reinforcement Learning Based Model Compression for Healthcare Applications. CASE Ravi Soni, Jiahui Guan, Gopal Avinash, V. Ratna Saripalli