Fabien Scalzo

Fabien Scalzo

University of California, Los Angeles

H-index: 32

North America-United States

About Fabien Scalzo

Fabien Scalzo, With an exceptional h-index of 32 and a recent h-index of 27 (since 2020), a distinguished researcher at University of California, Los Angeles, specializes in the field of Biomedical Engineering, Machine Learning, Computer Vision, Artificial Intelligence, Medicine.

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

Benchmarking Open-Source Large Language Models, GPT-4 and Claude 2 on Multiple-Choice Questions in Nephrology

Predicting Outcomes in Video Games with Long Short Term Memory Networks

Nodule detection and generation on chest X-rays: NODE21 Challenge

Prediction of Visual Field Progression with Baseline and Longitudinal Structural Measurements using Deep Learning

Deep learning can be used to classify and segment plant cell types in xylem tissue

Abstract TMP41: Mapping Accessibility Differences of Acute Stroke Centers in the United States

Antiseizure Medications in Post-stroke Seizures: A Systematic Review and Network Meta-analysis (P8-1.012)

Prediction of Future New Entrepreneurs Using Population Survey Data

Fabien Scalzo Information

University

Position

Assistant Professor (UCLA)

Citations(all)

3326

Citations(since 2020)

2304

Cited By

1754

hIndex(all)

32

hIndex(since 2020)

27

i10Index(all)

70

i10Index(since 2020)

59

Email

University Profile Page

University of California, Los Angeles

Google Scholar

View Google Scholar Profile

Fabien Scalzo Skills & Research Interests

Biomedical Engineering

Machine Learning

Computer Vision

Artificial Intelligence

Medicine

Top articles of Fabien Scalzo

Title

Journal

Author(s)

Publication Date

Benchmarking Open-Source Large Language Models, GPT-4 and Claude 2 on Multiple-Choice Questions in Nephrology

NEJM AI

Sean Wu

Michael Koo

Lesley Blum

Andy Black

Liyo Kao

...

2024/1/25

Predicting Outcomes in Video Games with Long Short Term Memory Networks

arXiv preprint arXiv:2402.15923

Kittimate Chulajata

Sean Wu

Fabien Scalzo

Eun Sang Cha

2024/2/24

Nodule detection and generation on chest X-rays: NODE21 Challenge

arXiv preprint arXiv:2401.02192

Ecem Sogancioglu

Bram van Ginneken

Finn Behrendt

Marcel Bengs

Alexander Schlaefer

...

2024/1/4

Prediction of Visual Field Progression with Baseline and Longitudinal Structural Measurements using Deep Learning

American Journal of Ophthalmology

Vahid Mohammadzadeh

Sean Wu

Sajad Besharati

Tyler Davis

Arvind Vepa

...

2024/2/12

Deep learning can be used to classify and segment plant cell types in xylem tissue

Sean Wu

Reem Al Dabagh

Fabien Scalzo

Helen Irene Holmlund

2023

Abstract TMP41: Mapping Accessibility Differences of Acute Stroke Centers in the United States

Stroke

Jacob Dugan

Jason D Hinman

David S Liebeskind

Fabien Scalzo

2024/2

Antiseizure Medications in Post-stroke Seizures: A Systematic Review and Network Meta-analysis (P8-1.012)

Shubham Misra

Jesse Dawson

Patrick Kwan

Scott E Kasner

James C Grotta

...

2024/4/14

Prediction of Future New Entrepreneurs Using Population Survey Data

Jackson Walker

Alfonso Berumen

Fabien Scalzo

2024

Abstract WP142: Investigating the Association of Intracranial Stenosis With Low Wall Shear Stress

Stroke

Muhammad Bilal Tariq

Chuanlong Li

Ryan Apfel

Charles Beaman

Grace Prochilo

...

2024/2

Fourier Feature Network for 3D Vessel Reconstruction from Biplane Angiograms

Sean Wu

Naoki Kaneko

David Liebeskind

Fabien Scalzo

2024/3/19

Abstract TP31: Identifying Multivariate Nonlinear Bias in Sammpris Using Graph-Based AI Analysis

Stroke

Fabien Scalzo

David S Liebeskind

Jason D Hinman

Aleena Seyedzadeh

2024/2

AtPCa-Net: anatomical-aware prostate cancer detection network on multi-parametric MRI

Scientific Reports

Haoxin Zheng

Alex Ling Yu Hung

Qi Miao

Weinan Song

Fabien Scalzo

...

2024/3/8

Systems and methods for analyzing perfusion-weighted medical imaging using deep neural networks

2023/8/29

Machine learning approach for obstructive sleep apnea screening using brain diffusion tensor imaging

Journal of Sleep Research

Bo Pang

Suraj Doshi

Bhaswati Roy

Milena Lai

Luke Ehlert

...

2023/2

Prediction of Central Visual Field Measures From Macular OCT Volume Scans With Deep Learning

Translational Vision Science & Technology

Vahid Mohammadzadeh

Arvind Vepa

Chuanlong Li

Sean Wu

Leila Chew

...

2023/11/1

Mask R-CNN assisted 2.5D object detection pipeline of 68Ga-PSMA-11 PET/CT-positive metastatic pelvic lymph node after radical prostatectomy from solely CT …

Scientific reports

Di Xu

Martin Ma

Minsong Cao

Amar U Kishan

Nicholas G Nickols

...

2023/1/30

A comparative study of open-source large language models, gpt-4 and claude 2: Multiple-choice test taking in nephrology

arXiv preprint arXiv:2308.04709

Sean Wu

Michael Koo

Lesley Blum

Andy Black

Liyo Kao

...

2023/8/9

3D Reconstruction from 2D Cerebral Angiograms as a Volumetric Denoising Problem

Sean Wu

Naoki Kaneko

Steve Mendoza

David S Liebeskind

Fabien Scalzo

2023/10/16

Protocol: Clinical characteristics and outcomes of patients with post-stroke epilepsy: protocol for an individual patient data meta-analysis from the International Post-stroke …

BMJ Open

Nishant K Mishra

Patrick Kwan

Tomotaka Tanaka

Katharina S Sunnerhagen

Jesse Dawson

...

2023

Systems and methods for registering headset system

2023/6/20

See List of Professors in Fabien Scalzo University(University of California, Los Angeles)

Co-Authors

H-index: 94
Jeffry R. Alger

Jeffry R. Alger

University of California, Los Angeles

H-index: 89
PAUL M. VESPA

PAUL M. VESPA

University of California, Los Angeles

H-index: 78
Danny JJ Wang

Danny JJ Wang

University of Southern California

H-index: 60
Steven S. Raman

Steven S. Raman

University of California, Los Angeles

H-index: 56
Noriko Salamon

Noriko Salamon

University of California, Los Angeles

H-index: 41
Justus Piater

Justus Piater

Universität Innsbruck

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