Md Osman Gani

Md Osman Gani

University of Maryland, Baltimore County

H-index: 10

North America-United States

About Md Osman Gani

Md Osman Gani, With an exceptional h-index of 10 and a recent h-index of 9 (since 2020), a distinguished researcher at University of Maryland, Baltimore County, specializes in the field of Causal AI, Machine Learning, Ubiquitous Computing, Human Activity Recognition, Healthcare.

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

The fate of Greenland Ice Sheet supraglacial lakes in a warm and cool year

eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract)

Cdans: Temporal causal discovery from autocorrelated and non-stationary time series data

Structural causal model with expert augmented knowledge to estimate the effect of oxygen therapy on mortality in the icu

Quantifying causes of arctic amplification via deep learning based time-series causal inference

Editorial for Special Issue on AI for Healthcare

A Survey on Causal Discovery Methods for IID and Time Series Data

RFC-net: learning high resolution global features for medical image segmentation on a computational budget (student abstract)

Md Osman Gani Information

University

Position

___

Citations(all)

298

Citations(since 2020)

210

Cited By

136

hIndex(all)

10

hIndex(since 2020)

9

i10Index(all)

10

i10Index(since 2020)

8

Email

University Profile Page

University of Maryland, Baltimore County

Google Scholar

View Google Scholar Profile

Md Osman Gani Skills & Research Interests

Causal AI

Machine Learning

Ubiquitous Computing

Human Activity Recognition

Healthcare

Top articles of Md Osman Gani

Title

Journal

Author(s)

Publication Date

The fate of Greenland Ice Sheet supraglacial lakes in a warm and cool year

Aneesh Subramanian

Devon Dunmire

Emam Hossein

Md Osman Gani

Alison Banwell

...

2024/3/7

eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract)

Muhammad Hasan Ferdous

Uzma Hasan

Md Osman Gani

2023/3/6

Cdans: Temporal causal discovery from autocorrelated and non-stationary time series data

arXiv preprint arXiv:2302.03246

Muhammad Hasan Ferdous

Uzma Hasan

Md Osman Gani

2023/2/7

Structural causal model with expert augmented knowledge to estimate the effect of oxygen therapy on mortality in the icu

Artificial intelligence in medicine

Md Osman Gani

Shravan Kethireddy

Riddhiman Adib

Uzma Hasan

Paul Griffin

...

2023/3/1

Quantifying causes of arctic amplification via deep learning based time-series causal inference

Sahara Ali

Omar Faruque

Yiyi Huang

Md Osman Gani

Aneesh Subramanian

...

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

A Survey on Causal Discovery Methods for IID and Time Series Data

Transactions on Machine Learning Research

Uzma Hasan

Emam Hossain

Md Osman Gani

2023/9

RFC-net: learning high resolution global features for medical image segmentation on a computational budget (student abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

Sourajit Saha

Shaswati Saha

Md Osman Gani

Tim Oates

David Chapman

2023/6/26

KGS: Causal Discovery Using Knowledge-guided Greedy Equivalence Search

arXiv preprint arXiv:2304.05493

Uzma Hasan

Md Osman Gani

2023/4/11

Automated Surface Classification System using Vibration Patterns-A Case Study with Wheelchairs

IEEE Transactions on Artificial Intelligence

Haoxiang Yu

Vaskar Raychoudhury

Snehanshu Saha

Janick Edinger

Roger O Smith

...

2022/7/14

Ckh: Causal knowledge hierarchy for estimating structural causal models from data and priors

arXiv preprint arXiv:2204.13775

Riddhiman Adib

Md Mobasshir Arshed Naved

Chih-Hao Fang

Md Osman Gani

Ananth Grama

...

2022/4/28

Causal discovery on the effect of antipsychotic drugs on delirium patients in the icu using large ehr dataset

arXiv preprint arXiv:2205.01057

Riddhiman Adib

Md Osman Gani

Sheikh Iqbal Ahamed

Mohammad Adibuzzaman

2022/4/28

MyPath: Accessible Routing for Wheelchair Users

Rehabilitation Engineering and Assistive Technology Society of North America (RESNA)

Shaswati Saha

Lauren Selingo

Emily Olejniczak

Hanna Noyce

Vaskar Raychoudhury

...

2022

Kcrl: A prior knowledge based causal discovery framework with reinforcement learning

Uzma Hasan

Md Osman Gani

2022/12/31

Surface Recognition from Wheelchair-induced Noisy Vibration Data: A Tale of Many Cities

Rochishnu Banerjee

Md Fourkanul Islam

Shaswati Saha

Vaskar Raychoudhury

Md Osman Gani

2022/12/1

A transfer learning approach to surface detection for accessible routing for wheelchair users

Valeria Mokrenko

Haoxiang Yu

Vaskar Raychoudhury

Janick Edinger

Roger O Smith

...

2021/7/12

A Dynamic Taxi Ride Sharing System Using Particle Swarm Optimization

Shrawani Silwal

Vaskar Raychoudhury

Snehanshu Saha

Md Osman Gani

2020/12/10

See List of Professors in Md Osman Gani University(University of Maryland, Baltimore County)

Co-Authors

H-index: 37
Sheikh Iqbal Ahamed

Sheikh Iqbal Ahamed

Marquette University

H-index: 35
Richard J Povinelli

Richard J Povinelli

Marquette University

H-index: 26
Roger O. Smith

Roger O. Smith

University of Wisconsin-Milwaukee

H-index: 21
Norah L. Johnson

Norah L. Johnson

Marquette University

H-index: 20
Chowdhury Mofizur Rahman

Chowdhury Mofizur Rahman

United International University

H-index: 18
Md Munirul Haque

Md Munirul Haque

University of Indianapolis

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