Concepedia

Niranjan Balachandar

NB

7

Publications

554

Citations

7

H-Index

2018

Active since

Affiliations

Stanford University(Current)

Massachusetts General Hospital

Athinoula A. Martinos Center for Biomedical Imaging

Niranjan Balachandar is an author at Stanford University specializing in medical image computing, medical imaging, and deep learning.

Top concepts

RadiologyEngineeringData ScienceDeep LearningMedical ImagingMachine LearningMedical Image ComputingHealthComputer ScienceMedicine

Publications per year

2018–2022

7

Publications

7

Distributed deep learning networks among institutions for medical imaging

Ken Chang, Niranjan Balachandar, Carson Lam et al. · Journal of the American Medical Informatics Association · 2018 · 339 citations · Full text

Accounting for data variability in multi-institutional distributed deep learning for medical imaging

Niranjan Balachandar, Ken Chang, Jayashree Kalpathy–Cramer et al. · Journal of the American Medical Informatics Association · 2020 · 61 citations · Full text

Differentiation of Active Corneal Infections from Healed Scars Using Deep Learning

Mohit Tiwari, Chris Piech, Medina Baitemirova et al. · Ophthalmology · 2021 · 42 citations · Full text

Ophthalmology, Corneal Dystrophy, Wound Healing +6

Generalized Zero-Shot Chest X-Ray Diagnosis Through Trait-Guided Multi-View Semantic Embedding With Self-Training

Angshuman Paul, Thomas C. Shen, Sungwon Lee et al. · IEEE Transactions on Medical Imaging · 2021 · 40 citations · Full text

Few-shot Learning, Multiple Instance Learning, Engineering +19

Handling data heterogeneity with generative replay in collaborative learning for medical imaging

Liangqiong Qu, Niranjan Balachandar, Miao Zhang et al. · Medical Image Analysis · 2022 · 30 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

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