Andrea Giovannucci

Andrea Giovannucci

University of North Carolina at Chapel Hill

H-index: 22

North America-United States

About Andrea Giovannucci

Andrea Giovannucci, With an exceptional h-index of 22 and a recent h-index of 16 (since 2020), a distinguished researcher at University of North Carolina at Chapel Hill, specializes in the field of Machine learning, Computational Biology, Neuroscience, Drug discovery.

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

Smart lattice light-sheet microscopy for imaging rare and complex cellular events

FIOLA: an accelerated pipeline for fluorescence imaging online analysis

Sustained deep-tissue voltage recording using a fast indicator evolved for two-photon microscopy

A deep learning framework for inference of single-trial neural population activity from calcium imaging with sub-frame temporal resolution

Two-photon calcium imaging of neuronal activity

improv: A flexible software platform for adaptive neuroscience experiments

Online analysis of microendoscopic 1-photon calcium imaging data streams

Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time

Andrea Giovannucci Information

University

Position

___

Citations(all)

3562

Citations(since 2020)

2486

Cited By

1908

hIndex(all)

22

hIndex(since 2020)

16

i10Index(all)

32

i10Index(since 2020)

19

Email

University Profile Page

University of North Carolina at Chapel Hill

Google Scholar

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Andrea Giovannucci Skills & Research Interests

Machine learning

Computational Biology

Neuroscience

Drug discovery

Top articles of Andrea Giovannucci

Title

Journal

Author(s)

Publication Date

Smart lattice light-sheet microscopy for imaging rare and complex cellular events

Nature Methods

Yu Shi

Jimmy S Tabet

Daniel E Milkie

Timothy A Daugird

Chelsea Q Yang

...

2024/1/2

FIOLA: an accelerated pipeline for fluorescence imaging online analysis

Nature Methods

Changjia Cai

Cynthia Dong

Johannes Friedrich

Marton Rozsa

Eftychios A Pnevmatikakis

...

2023/9

Sustained deep-tissue voltage recording using a fast indicator evolved for two-photon microscopy

Cell

Zhuohe Liu

Xiaoyu Lu

Vincent Villette

Yueyang Gou

Kevin L Colbert

...

2022/9/1

A deep learning framework for inference of single-trial neural population activity from calcium imaging with sub-frame temporal resolution

Feng Zhu

Harrison A Grier

Raghav Tandon

Changjia Cai

Anjali Agarwal

...

2022/11/24

Two-photon calcium imaging of neuronal activity

Christine Grienberger

Andrea Giovannucci

William Zeiger

Carlos Portera-Cailliau

2022/9/1

improv: A flexible software platform for adaptive neuroscience experiments

bioRxiv

Anne Draelos

Maxim Nikitchenko

Chaichontat Sriworarat

Daniel Sprague

Matthew D Loring

...

2021/2/23

Online analysis of microendoscopic 1-photon calcium imaging data streams

PLoS computational biology

Johannes Friedrich

Andrea Giovannucci

Eftychios A Pnevmatikakis

2021/1/28

Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time

Advances in Neural Information Processing Systems

Feng Zhu

Andrew Sedler

Harrison A Grier

Nauman Ahad

Mark Davenport

...

2021/12/6

Inhibitory Gating of Coincidence-Dependent Sensory Binding in Secondary Auditory Cortex

Nature Communications

Amber M Kline

Destinee A Aponte

Hiroaki Tsukano

Andrea Giovannucci

Hiroyuki K Kato

2021/7/29

VolPy: Automated and scalable analysis pipelines for voltage imaging datasets

PLoS computational biology

Changjia Cai

Johannes Friedrich

Amrita Singh

M Hossein Eybposh

Eftychios A Pnevmatikakis

...

2021/4/14

Limbs detection and tracking of head-fixed mice for behavioral phenotyping using motion tubes and deep learning

IEEE Access

Waseem Abbas

David Masip

Andrea Giovannucci

2020/2/26

See List of Professors in Andrea Giovannucci University(University of North Carolina at Chapel Hill)

Co-Authors

H-index: 134
Nick Jennings

Nick Jennings

Imperial College London

H-index: 51
Sarvapali D. (Gopal) Ramchurn

Sarvapali D. (Gopal) Ramchurn

University of Southampton

H-index: 49
Sam Wang

Sam Wang

Princeton University

H-index: 35
Talal Rahwan

Talal Rahwan

New York University

H-index: 31
Javier Medina

Javier Medina

Baylor College of Medicine

H-index: 21
Ulysses Bernardet

Ulysses Bernardet

Aston University

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