Sanjay Purushotham

Sanjay Purushotham

University of Maryland, Baltimore County

H-index: 21

North America-United States

About Sanjay Purushotham

Sanjay Purushotham, With an exceptional h-index of 21 and a recent h-index of 20 (since 2020), a distinguished researcher at University of Maryland, Baltimore County, specializes in the field of Machine Learning, Deep Learning, Federated Learning, Healthcare, Computer Vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

Influence of cloud retrieval errors due to three-dimensional radiative effects on calculations of broadband shortwave cloud radiative effect

Deep Learning based Cloud Retrieval Techniques Using Multiple Satellite Remote Sensing Data

Federated learning for competing risk analysis in healthcare

FedPseudo: Privacy-Preserving Pseudo Value-Based Deep Learning Models for Federated Survival Analysis

Medical Image Computing and Computer Assisted Intervention–MICCAI 2023 Workshops: MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI …

Multi-state Survival Analysis using Pseudo value-based Deep Neural Networks

International Workshop on Digital Twins for Smart Health

Nev-ncd: Negative learning, entropy, and variance regularization based novel action categories discovery

Sanjay Purushotham Information

University

Position

Assistant Professor

Citations(all)

4435

Citations(since 2020)

3869

Cited By

1978

hIndex(all)

21

hIndex(since 2020)

20

i10Index(all)

25

i10Index(since 2020)

24

Email

University Profile Page

University of Maryland, Baltimore County

Google Scholar

View Google Scholar Profile

Sanjay Purushotham Skills & Research Interests

Machine Learning

Deep Learning

Federated Learning

Healthcare

Computer Vision

Top articles of Sanjay Purushotham

Title

Journal

Author(s)

Publication Date

Influence of cloud retrieval errors due to three-dimensional radiative effects on calculations of broadband shortwave cloud radiative effect

EGUsphere

Adeleke S Ademakinwa

Zahid H Tushar

Jianyu Zheng

Chenxi Wang

Sanjay Purushotham

...

2023/10/16

Deep Learning based Cloud Retrieval Techniques Using Multiple Satellite Remote Sensing Data

Xin Huang

2023

Federated learning for competing risk analysis in healthcare

Md Mahmudur Rahman

Sanjay Purushotham

2023/6/25

FedPseudo: Privacy-Preserving Pseudo Value-Based Deep Learning Models for Federated Survival Analysis

Md Mahmudur Rahman

Sanjay Purushotham

2023/8/6

Medical Image Computing and Computer Assisted Intervention–MICCAI 2023 Workshops: MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI …

Anne L Martel

Purang Abolmaesumi

Danail Stoyanov

Diana Mateus

Maria A Zuluaga

...

2020/10/2

Multi-state Survival Analysis using Pseudo value-based Deep Neural Networks

Md Mahmudur Rahman

Sanjay Purushotham

2023

International Workshop on Digital Twins for Smart Health

Jun Deng

Ying Ding

Luke Achenie

Jinwei Liu

Shimei Pan

...

2023/4/30

Nev-ncd: Negative learning, entropy, and variance regularization based novel action categories discovery

Zahid Hasan

Masud Ahmed

Abu Zaher Md Faridee

Sanjay Purushotham

Heesung Kwon

...

2023/10/8

The 9th SIGKDD International Workshop on Mining and Learning from Time Series

Sanjay Purushotham

Dongjin Song

Qingsong Wen

Jun Huan

Cong Shen

...

2023/8/6

Tracing Englacial Layers in Radargram via Semi-supervised Method: A Preliminary Result

Proceedings of the AAAI Symposium Series

Atefeh Jebeli

Bayu Adhi Tama

Sanjay Purushotham

Vandana P Janeja

2023

When visible-to-thermal facial GAN beats conditional diffusion

Catherine Ordun

Edward Raff

Sanjay Purushotham

2023/10/8

CNN based Ocean Eddy Detection Using Cloud Services

Seraj Al Mahmud Mostafa

Jinbo Wang

Benjamin Holt

Sanjay Purushotham

Jianwu Wang

2023/7/16

Communication-Efficient Pseudo Value-Based Random Forests for Federated Survival Analysis

Proceedings of the AAAI Symposium Series

Md Mahmudur Rahman

Sanjay Purushotham

2023

A Generative Approach for Image Registration of Visible-Thermal (VT) Cancer Faces

Catherine Ordun

Alexandra Cha

Edward Raff

Sanjay Purushotham

Karen Kwok

...

2023/9/29

Novel Categories Discovery from probability matrix perspective

arXiv preprint arXiv:2307.03856

Zahid Hasan

Abu Zaher Md Faridee

Masud Ahmed

Sanjay Purushotham

Heesung Kwon

...

2023/7/7

DRLO: Deep Representation Learning for Large Scale Off-track Satellite Remote Sensing Data

Xin Huang

Chenxi Wang

Wenbin Zhang

Sanjay Purushotham

Jianwu Wang

2023/12/15

Editorial for Special Issue on AI for Healthcare

APSIPA Transactions on Signal and Information Processing

Sanjay Purushotham

Jonghye Woo

Jing Zhang

Mohammad Arif Ul Alam

Jun Cheng

...

2023

Vista Morph-Unsupervised Image Registration of Visible-Thermal Facial Pairs

Catherine Ordun

Edward Raff

Sanjay Purushotham

2023/9/25

An Online Continuous Semantic Segmentation Framework With Minimal Labeling Efforts

Masud Ahmed

Zahid Hasan

Tim Yingling

Eric O’Leary

Sanjay Purushotham

...

2023/6/26

Federated Competing Risk Analysis

Md Mahmudur Rahman

Sanjay Purushotham

2023/10/21

See List of Professors in Sanjay Purushotham University(University of Maryland, Baltimore County)