List of works - Francesco Ciompi

A Holistic Approach for the Detection of Media-Adventitia Border in IVUS

scientific article published on 01 January 2011

A Meta-Learning Approach to Conditional Random Fields Using Error-Correcting Output Codes

A survey on deep learning in medical image analysis

scientific article

Assessment Of Intra-coronary Stent Location And Extension In Intravascular Ultrasound Sequences

scientific article published on 14 December 2018

Automatic Branching Detection in IVUS Sequences

Automatic Pulmonary Artery-Vein Separation and Classification in Computed Tomography Using Tree Partitioning and Peripheral Vessel Matching

scientific article published on 12 November 2015

Automatic bifurcation detection in coronary IVUS sequences.

scientific article published on 03 January 2012

Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box.

scientific article published on 8 September 2015

Automatic segmentation of the solid core and enclosed vessels in subsolid pulmonary nodules

scientific article published on 12 January 2018

Bag-of-frequencies: a descriptor of pulmonary nodules in computed tomography images

scientific article

Changes in radial artery volume assessed using intravascular ultrasound: a comparison of two vasodilator regimens in transradial coronary interventions

scientific article published on 01 October 2011

Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation

Computer aided quantification of intratumoral stroma yields an independent prognosticator in rectal cancer

scientific article published on 01 March 2019

Computer-aided detection of intracoronary stent in intravascular ultrasound sequences.

scientific article published on October 2016

Coronary Atherosclerotic Plaque Characterization By Intravascular Ultrasound

Deep learning and manual assessment show that the absolute mitotic count does not contain prognostic information in triple negative breast cancer

scientific article published on 15 April 2019

Deep learning assisted mitotic counting for breast cancer

scientific article published on 20 June 2019

Detection of Subsolid Nodules in Lung Cancer Screening: Complementary Sensitivity of Visual Reading and Computer-Aided Diagnosis

scientific article published on 14 March 2018

ECOC Random Fields for Lumen Segmentation in Radial Artery IVUS Sequences

scientific article published on 01 January 2009

ECOC-DRF: Discriminative random fields based on error correcting output codes

Enhancing In-Vitro IVUS Data for Tissue Characterization

Fusing in-vitro and in-vivo intravascular ultrasound data for plaque characterization

scientific article

HoliMAb: a holistic approach for Media-Adventitia border detection in intravascular ultrasound.

scientific article published on 23 July 2012

HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images

scientific article published on 29 October 2020

Improving airway segmentation in computed tomography using leak detection with convolutional networks

scientific article published on 4 November 2016

Learning to Detect Stent Struts in Intravascular Ultrasound

Learning to detect lymphocytes in immunohistochemistry with deep learning

scientific article published on 21 August 2019

Long-Term Active Surveillance of Screening Detected Subsolid Nodules is a Safe Strategy to Reduce Overtreatment

scientific article published on 16 July 2018

Lung-RADS Category 4X: Does It Improve Prediction of Malignancy in Subsolid Nodules?

scientific article published on 24 March 2017

Malignancy risk estimation of pulmonary nodules in screening CTs: Comparison between a computer model and human observers

scientific article published on 9 November 2017

Malignancy risk estimation of screen-detected nodules at baseline CT: comparison of the PanCan model, Lung-RADS and NCCN guidelines

scientific article published on 14 March 2017

Neural Image Compression for Gigapixel Histopathology Image Analysis

scientific article published on 22 August 2019

No pixel-level annotations needed

scientific article published on 01 November 2019

Pitfalls in assessing stromal tumor infiltrating lymphocytes (sTILs) in breast cancer

scientific article published on 12 May 2020

Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge

scientific article published on 27 February 2019

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

scientific article published on March 2016

Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology

scientific article published on 21 August 2019

Rayleigh mixture model for plaque characterization in intravascular ultrasound.

scientific article published on 17 January 2011

Real-Time Gating of IVUS Sequences Based on Motion Blur Analysis: Method and Quantitative Validation ⬇️

scientific article published on 01 January 2010

Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group

scientific article published on 12 May 2020

Standardized evaluation methodology and reference database for evaluating IVUS image segmentation

scientific article published on 6 September 2013

State-of-the-Art Deep Learning in Cardiovascular Image Analysis

scientific article published on 01 August 2019

Stent Shape Estimation through a Comprehensive Interpretation of Intravascular Ultrasound Images

scientific article published on 01 January 2013

Toward Robust Myocardial Blush Grade Estimation in Contrast Angiography

Towards automatic pulmonary nodule management in lung cancer screening with deep learning

scientific article

Visual discrimination of screen-detected persistent from transient subsolid nodules: An observer study

scientific article published on 13 February 2018

Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks

scientific article published on 28 March 2018

List of works by Francesco Ciompi

A Holistic Approach for the Detection of Media-Adventitia Border in IVUS

A Meta-Learning Approach to Conditional Random Fields Using Error-Correcting Output Codes

A survey on deep learning in medical image analysis

Assessment Of Intra-coronary Stent Location And Extension In Intravascular Ultrasound Sequences

Automatic Branching Detection in IVUS Sequences

Automatic Pulmonary Artery-Vein Separation and Classification in Computed Tomography Using Tree Partitioning and Peripheral Vessel Matching

Automatic bifurcation detection in coronary IVUS sequences.

Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box.

Automatic segmentation of the solid core and enclosed vessels in subsolid pulmonary nodules

Bag-of-frequencies: a descriptor of pulmonary nodules in computed tomography images

Changes in radial artery volume assessed using intravascular ultrasound: a comparison of two vasodilator regimens in transradial coronary interventions

Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation

Computer aided quantification of intratumoral stroma yields an independent prognosticator in rectal cancer

Computer-aided detection of intracoronary stent in intravascular ultrasound sequences.

Coronary Atherosclerotic Plaque Characterization By Intravascular Ultrasound

Deep learning and manual assessment show that the absolute mitotic count does not contain prognostic information in triple negative breast cancer

Deep learning assisted mitotic counting for breast cancer

Detection of Subsolid Nodules in Lung Cancer Screening: Complementary Sensitivity of Visual Reading and Computer-Aided Diagnosis

ECOC Random Fields for Lumen Segmentation in Radial Artery IVUS Sequences

ECOC-DRF: Discriminative random fields based on error correcting output codes

Enhancing In-Vitro IVUS Data for Tissue Characterization

Fusing in-vitro and in-vivo intravascular ultrasound data for plaque characterization

HoliMAb: a holistic approach for Media-Adventitia border detection in intravascular ultrasound.

HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images

Improving airway segmentation in computed tomography using leak detection with convolutional networks

Learning to Detect Stent Struts in Intravascular Ultrasound

Learning to detect lymphocytes in immunohistochemistry with deep learning

Long-Term Active Surveillance of Screening Detected Subsolid Nodules is a Safe Strategy to Reduce Overtreatment

Lung-RADS Category 4X: Does It Improve Prediction of Malignancy in Subsolid Nodules?

Malignancy risk estimation of pulmonary nodules in screening CTs: Comparison between a computer model and human observers

Malignancy risk estimation of screen-detected nodules at baseline CT: comparison of the PanCan model, Lung-RADS and NCCN guidelines

Neural Image Compression for Gigapixel Histopathology Image Analysis

No pixel-level annotations needed

Pitfalls in assessing stromal tumor infiltrating lymphocytes (sTILs) in breast cancer

Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology

Rayleigh mixture model for plaque characterization in intravascular ultrasound.

Real-Time Gating of IVUS Sequences Based on Motion Blur Analysis: Method and Quantitative Validation ⬇️

Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group

Standardized evaluation methodology and reference database for evaluating IVUS image segmentation

State-of-the-Art Deep Learning in Cardiovascular Image Analysis

Stent Shape Estimation through a Comprehensive Interpretation of Intravascular Ultrasound Images

Toward Robust Myocardial Blush Grade Estimation in Contrast Angiography

Towards automatic pulmonary nodule management in lung cancer screening with deep learning

Visual discrimination of screen-detected persistent from transient subsolid nodules: An observer study

Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks