Santosh Sanjeev

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 11

Top Topics

Diffusion Model

Transfer Learning

Pulmonary Embolism

Top Venues

MLMI@MICCAI (1)

Publications

Mohammad Areeb Qazi, Ibrahim Almakky, Anees Ur Rehman Hashmi, Santosh Sanjeev, Mohammad Yaqub
DynaMMo: Dynamic Model Merging for Efficient Class Incremental Learning for Medical Images. CoRR (2024)
Santosh Sanjeev, Nuren Zhaksylyk, Ibrahim Almakky, Anees Ur Rehman Hashmi, Mohammad Areeb Qazi, Mohammad Yaqub
FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis. CoRR (2024)
Mohammad Areeb Qazi, Ibrahim Almakky, Anees Ur Rehman Hashmi, Santosh Sanjeev, Mohammad Yaqub
DynaMMo: Dynamic Model Merging for Efficient Class Incremental Learning for Medical Images. MIUA (1) (2024)
Santosh Sanjeev, Fadillah Adamsyah Maani, Arsen Abzhanov, Vijay Ram Papineni, Ibrahim Almakky, Bartlomiej W. Papiez, Mohammad Yaqub
TiBiX: Leveraging Temporal Information for Bidirectional X-ray and Report Generation. CoRR (2024)
Ibrahim Almakky, Santosh Sanjeev, Anees Ur Rehman Hashmi, Mohammad Areeb Qazi, Mohammad Yaqub
MedMerge: Merging Models for Effective Transfer Learning to Medical Imaging Tasks. CoRR (2024)
Anees Ur Rehman Hashmi, Ibrahim Almakky, Mohammad Areeb Qazi, Santosh Sanjeev, Vijay Ram Papineni, Dwarikanath Mahapatra, Mohammad Yaqub
XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via Controllable Diffusion Model. CoRR (2024)
Mohammad Areeb Qazi, Anees Ur Rehman Hashmi, Santosh Sanjeev, Ibrahim Almakky, Numan Saeed, Mohammad Yaqub
Continual Learning in Medical Imaging from Theory to Practice: A Survey and Practical Analysis. CoRR (2024)
Santosh Sanjeev, Salwa K. Al Khatib, Mai A. Shaaban, Ibrahim Almakky, Vijay Ram Papineni, Mohammad Yaqub
PECon: Contrastive Pretraining to Enhance Feature Alignment Between CT and EHR Data for Improved Pulmonary Embolism Diagnosis. MLMI@MICCAI (1) (2023)
Sanoojan Baliah, Fadillah A. Maani, Santosh Sanjeev, Muhammad Haris Khan
Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy. MLMI@MICCAI (1) (2023)
Sanoojan Baliah, Fadillah A. Maani, Santosh Sanjeev, Muhammad Haris Khan
Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy. CoRR (2023)
Santosh Sanjeev, Salwa K. Al Khatib, Mai A. Shaaban, Ibrahim Almakky, Vijay Ram Papineni, Mohammad Yaqub
PECon: Contrastive Pretraining to Enhance Feature Alignment between CT and EHR Data for Improved Pulmonary Embolism Diagnosis. CoRR (2023)