ELISA FICARRA

ELISA FICARRA

Politecnico di Torino

H-index: 26

Europe-Italy

About ELISA FICARRA

ELISA FICARRA, With an exceptional h-index of 26 and a recent h-index of 19 (since 2020), a distinguished researcher at Politecnico di Torino, specializes in the field of Bioinformatics, image processing, cancer genetics, sequencing.

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

PIK3R1 fusion drives chemoresistance in ovarian cancer by activating ERK1/2 and inducing rod and ring-like structures

Integrated microRNA and proteome analysis of cancer datasets with MoPC

ClusterFix: A Cluster-Based Debiasing Approach without Protected-Group Supervision

W2wnet: A two-module probabilistic convolutional neural network with embedded data cleansing functionality

DAS-MIL: Distilling Across Scales for MIL classification of histological WSIs

Neuro-symbolic continual learning: Knowledge, reasoning shortcuts and concept rehearsal

Buffer-MIL: Robust Multi-instance Learning with a Buffer-based Approach

Squeeze and Learn: Compressing Long Sequences with Fourier Transformers for Gene Expression Prediction

ELISA FICARRA Information

University

Position

Associate Professor Dept. of Computer Engineering

Citations(all)

2568

Citations(since 2020)

1454

Cited By

1743

hIndex(all)

26

hIndex(since 2020)

19

i10Index(all)

44

i10Index(since 2020)

31

Email

University Profile Page

Politecnico di Torino

Google Scholar

View Google Scholar Profile

ELISA FICARRA Skills & Research Interests

Bioinformatics

image processing

cancer genetics

sequencing

Top articles of ELISA FICARRA

Title

Journal

Author(s)

Publication Date

PIK3R1 fusion drives chemoresistance in ovarian cancer by activating ERK1/2 and inducing rod and ring-like structures

Neoplasia

Heidi Rausio

Alejandra Cervera

Vanina D Heuser

Gun West

Jaana Oikkonen

...

2024/5/1

Integrated microRNA and proteome analysis of cancer datasets with MoPC

Plos one

Marta Lovino

Elisa Ficarra

Loredana Martignetti

2024/3/21

ClusterFix: A Cluster-Based Debiasing Approach without Protected-Group Supervision

Giacomo Capitani

Federico Bolelli

Angelo Porrello

Simone Calderara

Elisa Ficarra

2024

W2wnet: A two-module probabilistic convolutional neural network with embedded data cleansing functionality

Expert Systems with Applications

Francesco Ponzio

Enrico Macii

Elisa Ficarra

Santa Di Cataldo

2023/3/15

DAS-MIL: Distilling Across Scales for MIL classification of histological WSIs

Gianpaolo Bontempo

Angelo Porrello

Federico Bolelli

Simone Calderara

Elisa Ficarra

2023/10/1

Neuro-symbolic continual learning: Knowledge, reasoning shortcuts and concept rehearsal

arXiv preprint arXiv:2302.01242

Emanuele Marconato

Gianpaolo Bontempo

Elisa Ficarra

Simone Calderara

Andrea Passerini

...

2023/2/2

Buffer-MIL: Robust Multi-instance Learning with a Buffer-based Approach

Gianpaolo Bontempo

Luca Lumetti

Angelo Porrello

Federico Bolelli

Simone Calderara

...

2023/9/5

Squeeze and Learn: Compressing Long Sequences with Fourier Transformers for Gene Expression Prediction

Vittorio Pipoli

Giuseppe Attanasio

Marta Lovino

Elisa Ficarra

2023

Enhancing PFI Prediction with GDS-MIL: A Graph-based Dual Stream MIL Approach

Gianpaolo Bontempo

Nicola Bartolini

Marta Lovino

Federico Bolelli

Anni Virtanen

...

2023/9/5

BERT Classifies SARS-CoV-2 Variants

Giorgia Ghione

Marta Lovino

Elisa Ficarra

Giansalvo Cirrincione

2023/8/2

A Graph-Based Multi-Scale Approach with Knowledge Distillation for WSI Classification

IEEE Transactions on Medical Imaging

Gianpaolo Bontempo

Federico Bolelli

Angelo Porrello

Simone Calderara

Elisa Ficarra

2023/11/28

Predicting gene and protein expression levels from DNA and protein sequences with Perceiver

Computer Methods and Programs in Biomedicine

Matteo Stefanini

Marta Lovino

Rita Cucchiara

Elisa Ficarra

2023/3/21

MiREx: mRNA levels prediction from gene sequence and miRNA target knowledge

Bmc Bioinformatics

Elena Pianfetti

Marta Lovino

Elisa Ficarra

Loredana Martignetti

2023/11/22

FusionFlow: an integrated system workflow for gene fusion detection in genomic samples

Federica Citarrella

Gianpaolo Bontempo

Marta Lovino

Elisa Ficarra

2022/8/29

EPiC Series in Computing

Proceedings of 14th International Conference

Sofia Borgato

Marco Bottino

Marta Lovino

Elisa Ficarra

2022

Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations

BMC bioinformatics

Alessio Mascolini

Dario Cardamone

Francesco Ponzio

Santa Di Cataldo

Elisa Ficarra

2022/7/24

SARS-CoV-2 variants classification and characterization

EPiC Series in Computing

Sofia Borgato

Marco Bottino

Marta Lovino

Elisa Ficarra

2022

A survey on data integration for multi-omics sample clustering

Neurocomputing

Marta Lovino

Vincenzo Randazzo

Gabriele Ciravegna

Pietro Barbiero

Elisa Ficarra

...

2022/6/1

Catastrophic forgetting in continual concept bottleneck models

Emanuele Marconato

Gianpaolo Bontempo

Stefano Teso

Elisa Ficarra

Simone Calderara

...

2022/5/23

Predicting gene expression levels from dna sequences and post-transcriptional information with transformers

Computer Methods and Programs in Biomedicine

Vittorio Pipoli

Mattia Cappelli

Alessandro Palladini

Carlo Peluso

Marta Lovino

...

2022/10/1

See List of Professors in ELISA FICARRA University(Politecnico di Torino)

Co-Authors

H-index: 124
Luca Benini

Luca Benini

Università degli Studi di Bologna

H-index: 83
Raul Rabadan

Raul Rabadan

Columbia University in the City of New York

H-index: 68
Livio Trusolino

Livio Trusolino

Università degli Studi di Torino

H-index: 52
Simona Soverini

Simona Soverini

Università degli Studi di Bologna

H-index: 52
Roberto Piva

Roberto Piva

Università degli Studi di Torino

H-index: 48
Andrea Bertotti

Andrea Bertotti

Università degli Studi di Torino

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