France’s
digital diagnostics industry,
in focus.

Nodule / Computer-Aided Diagnosis

31.4% of this theme group

Nodule (9) · Computer-aided diagnosis (26) · Lung (7) · Lung cancer (8)

Computer-aided Detection Improves Detection of Pulmonary Nodules in Chest Radiographs beyond the Support by Bone-suppressed Images

New methods for using computer-aided detection information for the detection of lung nodules on chest radiographs

Computer-Aided Diagnosis / Computer-Aided

28.9% of this theme group

Computer-aided diagnosis (24) · Computer-aided (5) · Medical diagnosis (4) · Skin cancer (3)

Evaluation of computer-aided detection and diagnosis systems^a)

Computer aided detection and diagnosis in medical imaging

Mammography / Breast Cancer

24.0% of this theme group

Mammography (20) · Breast cancer (19) · Breast imaging (4) · Preprocessor (5)

Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review

Image processing and machine learning techniques used in computer-aided detection system for mammogram screening - a review

Diabetic Retinopathy / Fundus

15.7% of this theme group

Diabetic retinopathy (10) · Fundus (6) · Retinopathy (5) · Retinal (4)

Recent Development on Detection Methods for the Diagnosis of Diabetic Retinopathy

Advancing diabetic retinopathy diagnosis with fundus imaging: A comprehensive survey of computer-aided detection, grading and classification

Mammography / Breast Cancer

36.2% of this theme group

Mammography (16) · Breast cancer (12) · Digital mammography (5) · Computer-aided diagnosis (8)

Application of CAD in the diagnosis of breast cancer

Computer‐Aided Detection in Breast Magnetic Resonance Imaging: a Review

Pattern Recognition / Support Vector Machine

36.2% of this theme group

Pattern recognition (5) · Support vector machine (4) · Computer-aided diagnosis (8) · Magnetic resonance imaging (3)

How to Discriminate between Computer-Aided and Computer-Hindered Decisions

Multi-Reader Multi-Case Study for Performance Evaluation of High-Risk Thyroid Ultrasound with Computer-Aided Detection

Receiver Operating Characteristic / Radiography

19.0% of this theme group

Receiver operating characteristic (4) · Radiography (3) · Nodule (3) · Lung cancer (3)

Observer training for computer-aided detection of pulmonary nodules in chest radiography

Impact of Voxel Normalization on Machine Learning-Based Method: A Study on Pulmonary Nodule Malignancy Diagnosis Using Low-Dose Computed Tom

Colonoscopy / Virtual Colonoscopy

8.6% of this theme group

Colonoscopy (5) · Virtual colonoscopy (2) · Colorectal Polyp (2) · Computer-aided diagnosis (3)

Computer-aided diagnosis for colonoscopy

Colonic polyps: application value of computer-aided detection in computed tomographic colonography.

Pattern Recognition / Segmentation

20.1% of this theme group

Pattern recognition (381) · Segmentation (254) · Image segmentation (83) · Support vector machine (121)

Computer-Aided Pathology Image Classification and Segmentation Joint Analysis Model

Application of Computer-Aided Diagnosis Technology in Brain Tumour Detection

Computer-Aided Diagnosis / Computer-Aided

18.9% of this theme group

Computer-aided diagnosis (385) · Computer-aided (47) · Radiology (76) · Virtual colonoscopy (18)

Computer Aided Diagnosis System for Detection of Lung Cancer in CT Scan Images

Computer-aided detection systems to improve lung cancer early diagnosis: state-of-the-art and challenges

Breast Cancer / Breast Ultrasound

16.2% of this theme group

Breast cancer (260) · Breast ultrasound (76) · Mammography (156) · Breast MRI (36)

Classification of breast cancer mammogram images using convolution neural network

A Diagnostic Model of Breast Cancer Based on Digital Mammogram Images Using Machine Learning Techniques

Lung Cancer / Nodule

16.1% of this theme group

Lung cancer (141) · Nodule (116) · Lung (86) · Computer-aided diagnosis (184)

Analysis of various classification techniques for computer aided detection system of pulmonary nodules in CT

A computer aided diagnosis system for detection of lung nodules from series of CT slices

Convolutional Neural Network / Transfer Of Learning

11.9% of this theme group

Convolutional neural network (311) · Transfer of learning (57) · Coronavirus disease 2019 (37) · Pattern recognition (152)

Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different i

Computer‐Aided Diagnosis Research of a Lung Tumor Based on a Deep Convolutional Neural Network and Global Features

Mammography / Digital Mammography

11.0% of this theme group

Mammography (271) · Digital mammography (56) · Microcalcification (41) · Pattern recognition (166)

Textural features based computer aided diagnostic system for mammogram mass classification

Computer aided detection of breast masses in mammography using support vector machine classification

Diabetic Retinopathy / Fundus

5.9% of this theme group

Diabetic retinopathy (82) · Fundus (94) · Retinal (50) · Glaucoma (39)

Proposed retinal abnormality detection and classification approach: Computer aided detection for diabetic retinopathy by machine learning ap

Computer Aided Diagnosis for Diabetic Retinopathy based on Fundus Image

Paris

61.7% across the displayed hubs

4 companies hiring · $461.9M disclosed funding

Lyon

6.7% across the displayed hubs

0 companies hiring · $552.3K disclosed funding

Strasbourg

6.7% across the displayed hubs

0 companies hiring · $34.1M disclosed funding

Marseille

5.8% across the displayed hubs

0 companies hiring · $104.1M disclosed funding

Toulouse

5.0% across the displayed hubs

0 companies hiring · $12.5M disclosed funding

Montpellier

5.0% across the displayed hubs

1 companies hiring · $2.5M disclosed funding

Bordeaux

5.0% across the displayed hubs

0 companies hiring · $22.0M disclosed funding

Nantes

4.2% across the displayed hubs

0 companies hiring · $0 disclosed funding