Mercy Ranjit

Principal Research ML Engineer

出版物

表示方法:

- Hidden Causality Inclusion in Radiology Reports with Multimodal Small Language Models
  
  Mercy Ranjit, Tanuja Ganu
  
  NTCIR-18 HIDDEN-RAD: Hidden Causality Inclusion in Radiology Reports with Multimodal Small Language Models
  
  Publication プロジェクト
- CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement
  
  Mercy Ranjit, Anirban Porya, Sathvik Joel, Nikhilesh Chowdary Eathamukkala, Niharika Vadlamudi, Prasanth V V, Abhyuday Kumara Swamy, Pranay Narhari Umredkar, Pradeep Narayan , Vivek Rajagopal, Tanuja Ganu
  
  MLHC 2026 | August 2026
- Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workflows
  
  Mercy Ranjit, Tanuja Ganu
  
  Machine Learning for Health Symposium 2025 | November 2025
  
  PDF プロジェクトプロジェクト
- MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models
  
  Harshita Sharma, Valentina Salvatelli, Shaury Srivastav, Kenza Bouzid, Shruthi Bannur, Daniel Coelho de Castro, Maximilian Ilse, Sam Bond-Taylor, Mercy Ranjit, Fabian Falck, Fernando Pérez-García, Anton Schwaighofer, Hannah Richardson (nee Murfet), Maria Teodora Wetscherek, Stephanie Hyland, Javier Alvarez-Valle
  
  Machine Learning for Health Symposium 2024 | December 2024
  
  Publication Preprint プロジェクト
- RadPhi-3: Small Language Models for Radiology
  
  Mercy Ranjit, Shaury Srivastav, Tanuja Ganu
  
  NeurIPS 2024 | November 2024
  
  Publication プロジェクトプロジェクト
- MAIRA-2: Grounded Radiology Report Generation
  
  Shruthi Bannur, Kenza Bouzid, Daniel Coelho de Castro, Anton Schwaighofer, Sam Bond-Taylor, Maximilian Ilse, Fernando Pérez-García, Valentina Salvatelli, Harshita Sharma, Felix Meissen, Mercy Ranjit, Shaury Srivastav, Julia Gong, Fabian Falck, Ozan Oktay, Anja Thieme, Matthew P Lungren, Maria Teodora Wetscherek, Javier Alvarez-Valle, Stephanie Hyland
  
  MSR-TR-2024-18 | June 2024
  
  Microsoft による投稿
  
  Preprint PDF Github アクセスプロジェクト

- CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement
  
  Mercy Ranjit, Anirban Porya, Sathvik Joel, Nikhilesh Chowdary Eathamukkala, Niharika Vadlamudi, Prasanth V V, Abhyuday Kumara Swamy, Pranay Narhari Umredkar, Pradeep Narayan , Vivek Rajagopal, Tanuja Ganu
  
  MLHC 2026 | August 2026
- Hidden Causality Inclusion in Radiology Reports with Multimodal Small Language Models
  
  Mercy Ranjit, Tanuja Ganu
  
  NTCIR-18 HIDDEN-RAD: Hidden Causality Inclusion in Radiology Reports with Multimodal Small Language Models
  
  Publication プロジェクト
- CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement
  
  Mercy Ranjit, Anirban Porya, Sathvik Joel, Nikhilesh Chowdary Eathamukkala, Niharika Vadlamudi, Prasanth V V, Abhyuday Kumara Swamy, Pranay Narhari Umredkar, Pradeep Narayan , Vivek Rajagopal, Tanuja Ganu
  
  MLHC 2026 | August 2026
- Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workflows
  
  Mercy Ranjit, Tanuja Ganu
  
  Machine Learning for Health Symposium 2025 | November 2025
  
  PDF プロジェクトプロジェクト
- MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models
  
  Harshita Sharma, Valentina Salvatelli, Shaury Srivastav, Kenza Bouzid, Shruthi Bannur, Daniel Coelho de Castro, Maximilian Ilse, Sam Bond-Taylor, Mercy Ranjit, Fabian Falck, Fernando Pérez-García, Anton Schwaighofer, Hannah Richardson (nee Murfet), Maria Teodora Wetscherek, Stephanie Hyland, Javier Alvarez-Valle
  
  Machine Learning for Health Symposium 2024 | December 2024
  
  Publication Preprint プロジェクト
- RadPhi-3: Small Language Models for Radiology
  
  Mercy Ranjit, Shaury Srivastav, Tanuja Ganu
  
  NeurIPS 2024 | November 2024
  
  Publication プロジェクトプロジェクト
- MAIRA-2: Grounded Radiology Report Generation
  
  Shruthi Bannur, Kenza Bouzid, Daniel Coelho de Castro, Anton Schwaighofer, Sam Bond-Taylor, Maximilian Ilse, Fernando Pérez-García, Valentina Salvatelli, Harshita Sharma, Felix Meissen, Mercy Ranjit, Shaury Srivastav, Julia Gong, Fabian Falck, Ozan Oktay, Anja Thieme, Matthew P Lungren, Maria Teodora Wetscherek, Javier Alvarez-Valle, Stephanie Hyland
  
  MSR-TR-2024-18 | June 2024
  
  Microsoft による投稿
  
  Preprint PDF Github アクセスプロジェクト
- MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models
  
  Harshita Sharma, Valentina Salvatelli, Shaury Srivastav, Kenza Bouzid, Shruthi Bannur, Daniel Coelho de Castro, Maximilian Ilse, Sam Bond-Taylor, Mercy Ranjit, Fabian Falck, Fernando Pérez-García, Anton Schwaighofer, Hannah Richardson (nee Murfet), Maria Teodora Wetscherek, Stephanie Hyland, Javier Alvarez-Valle
  
  Machine Learning for Health Symposium 2024 | December 2024
  
  Publication Preprint プロジェクト
- RadPhi-3: Small Language Models for Radiology
  
  Mercy Ranjit, Shaury Srivastav, Tanuja Ganu
  
  NeurIPS 2024 | November 2024
  
  Publication プロジェクトプロジェクト
- MAIRA-2: Grounded Radiology Report Generation
  
  Shruthi Bannur, Kenza Bouzid, Daniel Coelho de Castro, Anton Schwaighofer, Sam Bond-Taylor, Maximilian Ilse, Fernando Pérez-García, Valentina Salvatelli, Harshita Sharma, Felix Meissen, Mercy Ranjit, Shaury Srivastav, Julia Gong, Fabian Falck, Ozan Oktay, Anja Thieme, Matthew P Lungren, Maria Teodora Wetscherek, Javier Alvarez-Valle, Stephanie Hyland
  
  MSR-TR-2024-18 | June 2024
  
  Microsoft による投稿
  
  Preprint PDF Github アクセスプロジェクト

- Hidden Causality Inclusion in Radiology Reports with Multimodal Small Language Models
  
  Mercy Ranjit, Tanuja Ganu
  
  NTCIR-18 HIDDEN-RAD: Hidden Causality Inclusion in Radiology Reports with Multimodal Small Language Models
  
  Publication プロジェクト
- CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement
  
  Mercy Ranjit, Anirban Porya, Sathvik Joel, Nikhilesh Chowdary Eathamukkala, Niharika Vadlamudi, Prasanth V V, Abhyuday Kumara Swamy, Pranay Narhari Umredkar, Pradeep Narayan , Vivek Rajagopal, Tanuja Ganu
  
  MLHC 2026 | August 2026
- Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workflows
  
  Mercy Ranjit, Tanuja Ganu
  
  Machine Learning for Health Symposium 2025 | November 2025
  
  PDF プロジェクトプロジェクト
- MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models
  
  Harshita Sharma, Valentina Salvatelli, Shaury Srivastav, Kenza Bouzid, Shruthi Bannur, Daniel Coelho de Castro, Maximilian Ilse, Sam Bond-Taylor, Mercy Ranjit, Fabian Falck, Fernando Pérez-García, Anton Schwaighofer, Hannah Richardson (nee Murfet), Maria Teodora Wetscherek, Stephanie Hyland, Javier Alvarez-Valle
  
  Machine Learning for Health Symposium 2024 | December 2024
  
  Publication Preprint プロジェクト
- RadPhi-3: Small Language Models for Radiology
  
  Mercy Ranjit, Shaury Srivastav, Tanuja Ganu
  
  NeurIPS 2024 | November 2024
  
  Publication プロジェクトプロジェクト
- MAIRA-2: Grounded Radiology Report Generation
  
  Shruthi Bannur, Kenza Bouzid, Daniel Coelho de Castro, Anton Schwaighofer, Sam Bond-Taylor, Maximilian Ilse, Fernando Pérez-García, Valentina Salvatelli, Harshita Sharma, Felix Meissen, Mercy Ranjit, Shaury Srivastav, Julia Gong, Fabian Falck, Ozan Oktay, Anja Thieme, Matthew P Lungren, Maria Teodora Wetscherek, Javier Alvarez-Valle, Stephanie Hyland
  
  MSR-TR-2024-18 | June 2024
  
  Microsoft による投稿
  
  Preprint PDF Github アクセスプロジェクト

Mercy Ranjit

出版物

Hidden Causality Inclusion in Radiology Reports with Multimodal Small Language Models

CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement

Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workflows

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models

RadPhi-3: Small Language Models for Radiology

MAIRA-2: Grounded Radiology Report Generation

CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement

Hidden Causality Inclusion in Radiology Reports with Multimodal Small Language Models

CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement

Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workflows

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models

RadPhi-3: Small Language Models for Radiology

MAIRA-2: Grounded Radiology Report Generation

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models

RadPhi-3: Small Language Models for Radiology

MAIRA-2: Grounded Radiology Report Generation

Hidden Causality Inclusion in Radiology Reports with Multimodal Small Language Models

CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement

Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workflows

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models

RadPhi-3: Small Language Models for Radiology

MAIRA-2: Grounded Radiology Report Generation

お問い合わせ Mercy Ranjit

Microsoft Research Lab – India