Maria Colomba Comes
Università degli Studi di Roma Tor Vergata
H-index: 14
Europe-Italy
Top articles of Maria Colomba Comes
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Explainable 3D CNN based on baseline breast DCE-MRI to give an early prediction of pathological complete response to neoadjuvant chemotherapy | Computers in Biology and Medicine | Maria Colomba Comes Annarita Fanizzi Samantha Bove Vittorio Didonna Sergio Diotiaiuti | 2024/4/1 |
CausalXtract: a flexible pipeline to extract causal effects from live-cell time-lapse imaging data | bioRxiv | Franck Simon Maria Colomba Comes Tiziana Tocci Louise Dupuis Vincent Cabeli | 2024 |
Deep-Manager: a versatile tool for optimal feature selection in live-cell imaging analysis | Communications Biology | A Mencattini M D’Orazio P Casti MC Comes D Di Giuseppe | 2023/3/3 |
# 298 An explainable machine learning ensemble model to predict the risk of ovarian cancer in BRCA-mutated patients undergoing risk-reducing salpingo-oophorectomy | Francesca Arezzo Gennaro Cormio Erica Silvestris Anila Kardhashi Ambrogio Cazzolla | 2023/9/1 | |
Machine Learning Microfluidic based platform: Integration of Lab-on-Chip devices and data analysis algorithms for Red Blood Cell plasticity evaluation in Pyruvate Kinase … | Sensors and Actuators A: Physical | A Mencattini V Rizzuto G Antonelli D Di Giuseppe M D’Orazio | 2023/3/1 |
Machine learning survival models trained on clinical data to identify high risk patients with hormone responsive HER2 negative breast cancer | Scientific Reports | Annarita Fanizzi Domenico Pomarico Alessandro Rizzo Samantha Bove Maria Colomba Comes | 2023/5/26 |
Analyzing breast cancer invasive disease event classification through explainable artificial intelligence | Frontiers in Medicine | Raffaella Massafra Annarita Fanizzi Nicola Amoroso Samantha Bove Maria Colomba Comes | 2023/2/2 |
Assessing the cost-effectiveness of waiting list reduction strategies for a breast radiology department: a real-life case study | BMC Health Services Research | Annarita Fanizzi Elisabetta Graps Domenica Antonia Bavaro Marco Farella Samantha Bove | 2023/5/23 |
S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images | Expert Systems with Applications | P Casti S Cardarelli MC Comes M D'Orazio J Filippi | 2023/12/1 |
An explainable machine learning ensemble model to predict the risk of ovarian cancer in BRCA-mutated patients undergoing risk-reducing salpingo-oophorectomy | Frontiers in Oncology | Maria Colomba Comes Francesca Arezzo Gennaro Cormio Samantha Bove Angela Calabrese | 2023 |
Comparison between vision transformers and convolutional neural networks to predict non-small lung cancer recurrence | Scientific Reports | Annarita Fanizzi Federico Fadda Maria Colomba Comes Samantha Bove Annamaria Catino | 2023/11/23 |
A CT-based transfer learning approach to predict NSCLC recurrence: The added-value of peritumoral region | Plos one | Samantha Bove Annarita Fanizzi Federico Fadda Maria Colomba Comes Annamaria Catino | 2023/5/2 |
A Machine Learning Approach for Predicting Capsular Contracture after Postmastectomy Radiotherapy in Breast Cancer Patients | Healthcare | Domenica Antonia Bavaro Annarita Fanizzi Serena Iacovelli Samantha Bove Maria Colomba Comes | 2023/4/5 |
Prognostic power assessment of clinical parameters to predict neoadjuvant response therapy in HER2‐positive breast cancer patients: A machine learning approach | Cancer Medicine | Annarita Fanizzi Agnese Latorre Domenica Antonia Bavaro Samantha Bove Maria Colomba Comes | 2023/11 |
An invasive disease event-free survival analysis to investigate Ki67 role with respect to breast cancer patients’ age: a retrospective cohort study | Cancers | Raffaella Massafra Samantha Bove Daniele La Forgia Maria Colomba Comes Vittorio Didonna | 2022/4/28 |
Corrigendum: Transfer learning approach based on computed tomography images for predicting late xerostomia after radiotherapy in patients with oropharyngeal cancer | Frontiers in Medicine | Annarita Fanizzi Giovanni Scognamillo Alessandra Nestola Santa Bambace Samantha Bove | 2022/11/22 |
Robustness evaluation of a deep learning model on sagittal and axial breast DCE-MRIs to predict pathological complete response to neoadjuvant chemotherapy | Journal of Personalized Medicine | Raffaella Massafra Maria Colomba Comes Samantha Bove Vittorio Didonna Gianluca Gatta | 2022/6/10 |
DeepCEL0 for 2D single-molecule localization in fluorescence microscopy | Bioinformatics | Pasquale Cascarano Maria Colomba Comes Andrea Sebastiani Arianna Mencattini Elena Loli Piccolomini | 2022/3/1 |
1281 Recurrence prediction in cutaneous melanoma patients by exploiting deep learning on H&E slide images | Michele Guida Maria Colomba Comes Livia Fucci Sabino Strippoli Samantha Bove | 2022/11/1 | |
Pathological complete response to neoadjuvant chemoimmunotherapy for early triple-negative breast cancer: an updated meta-analysis | ecancermedicalscience | Benjamín Walbaum Francisco Acevedo Lidia Medina M Loreto Bravo Tomas Merino | 2021 |
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