Mohammad Adibuzzaman

Mohammad Adibuzzaman

Purdue University

H-index: 10

North America-United States

About Mohammad Adibuzzaman

Mohammad Adibuzzaman, With an exceptional h-index of 10 and a recent h-index of 8 (since 2020), a distinguished researcher at Purdue University, specializes in the field of Machine Learning, Big Data in Healthcare, Causal Inference.

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

A novel approach for standardizing clinical laboratory categorical test results using machine learning and string distance similarity

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

Pragmatic Clinical Trials in the Rubric of Structural Causal Models

S1209 Longer Time to Recovery From Acute Kidney Injury Is Associated with Increased Major Adverse Kidney Events in Patients With Cirrhosis

Using CUSUM in real time to signal clinically relevant decreases in estimated glomerular filtration rate

Acute kidney disease is common and associated with poor outcomes in patients with cirrhosis and acute kidney injury

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

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

Mohammad Adibuzzaman Information

University

Position

___

Citations(all)

375

Citations(since 2020)

302

Cited By

162

hIndex(all)

10

hIndex(since 2020)

8

i10Index(all)

10

i10Index(since 2020)

6

Email

University Profile Page

Purdue University

Google Scholar

View Google Scholar Profile

Mohammad Adibuzzaman Skills & Research Interests

Machine Learning

Big Data in Healthcare

Causal Inference

Top articles of Mohammad Adibuzzaman

Title

Journal

Author(s)

Publication Date

A novel approach for standardizing clinical laboratory categorical test results using machine learning and string distance similarity

Heliyon

Syed Ahmmed

M Rubaiyat Hossain Mondal

Md Raihan Mia

Mohammad Adibuzzaman

Abu Sayed Md Latiful Hoque

...

2023/11/1

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

Pragmatic Clinical Trials in the Rubric of Structural Causal Models

arXiv preprint arXiv:2204.13782

Riddhiman Adib

Sheikh Iqbal Ahamed

Mohammad Adibuzzaman

2022/4/28

S1209 Longer Time to Recovery From Acute Kidney Injury Is Associated with Increased Major Adverse Kidney Events in Patients With Cirrhosis

The American Journal of Gastroenterology

Worden Astin

Naved Mobasshir

Kabir Shoawli

Grama Ananth

Adibuzzaman Mohammad

...

2022/10/1

Using CUSUM in real time to signal clinically relevant decreases in estimated glomerular filtration rate

BMC nephrology

Reyhaneh Zafarnejad

Steven Dumbauld

Diane Dumbauld

Mohammad Adibuzzaman

Paul Griffin

...

2022/8/18

Acute kidney disease is common and associated with poor outcomes in patients with cirrhosis and acute kidney injury

Journal of hepatology

Kavish R Patidar

Mobasshir A Naved

Ananth Grama

Mohammad Adibuzzaman

Arzina Aziz Ali

...

2022/7/1

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

Identifying and analyzing sepsis states: A retrospective study on patients with sepsis in ICUs

PLOS Digital Health

Chih-Hao Fang

Vikram Ravindra

Salma Akhter

Mohammad Adibuzzaman

Paul Griffin

...

2022/11/10

Adherence to anticoagulant guideline for atrial fibrillation: A large care gap among stroke patients in a rural population

Journal of the Neurological Sciences

Johan Diaz

Eric Koza

Durgesh Chaudhary

Shima Shahjouei

Md Mobasshir Arshed Naved

...

2021/3/20

Practice Patterns and Outcomes Associated with Intravenous Albumin in Patients with Cirrhosis and Acute Kidney Injury

Liver International

Kavish R Patidar

Mohammad Adibuzzaman

Mobasshir A Naved

Dylan Rodriquez

James E Slaven

...

2022/1

Statement of Research

Mohammad Adibuzzaman

2020/9/14

Big data in health care delivery

Mohammad Adibuzzaman

Paul M Griffin

2020

Collaborative cloud computing framework for health data with open source technologies

Fatemeh Rouzbeh

Ananth Grama

Paul Griffin

Mohammad Adibuzzaman

2020/9/21

Development of an Algorithm for Identifying Changes in System Dynamics from Time Series

arXiv preprint arXiv:2006.15488

Ferdaus Kawsar

Mohammad Adibuzzaman

2020/6/28

A causally formulated hazard ratio estimation through backdoor adjustment on structural causal model

Riddhiman Adib

Paul Griffin

Sheikh Iqbal Ahamed

Mohammad Adibuzzaman

2020/9/18

A Unified Cloud-Native Architecture For Heterogeneous Data Aggregation And Computation

Fatemeh Rouzbeh

Ananth Grama

Paul Griffin

Mohammad Adibuzzaman

2020/9/21

Fast-track long term continuous heart monitoring in a stroke clinic: a feasibility study

Frontiers in neurology

Ayesha Khan

Vida Abedi

Farhan Ishaq

Alireza Sadighi

Mohammad Adibuzzaman

...

2020/1/21

See List of Professors in Mohammad Adibuzzaman University(Purdue University)

Co-Authors

H-index: 111
Naga Chalasani

Naga Chalasani

Indiana University Bloomington

H-index: 39
Paul Griffin

Paul Griffin

Purdue University

H-index: 37
Sheikh Iqbal Ahamed

Sheikh Iqbal Ahamed

Marquette University

H-index: 32
Vida Abedi

Vida Abedi

Virginia Polytechnic Institute and State University

H-index: 22
Xiao Wang

Xiao Wang

Purdue University

H-index: 18
Md Munirul Haque

Md Munirul Haque

University of Indianapolis

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