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Development of a specific inhibitor of the enzyme IL4I1 to ameliorate the anti-tumor immune response, by limiting IL4I1 immunosuppression.
Life & health sciences
Health

IMMUNOMODULATION BY ENZYME IL4I1

IL4I1 is an immunosuppressive enzyme highly expressed in all cancers by infiltrating macrophages and in some cases, such as B lymphomas and mesotheliomas, by tumor cells. Its expression in the tumor bed favors immune escape. This process might result in a defective response to immunotherapy in cancers, in particular in the cases, which have failed or become resistant to anti-checkpoint treatments. We propose specific inhibitors of enzyme IL4I1 to enhance the anti-tumor immune response.

 

Applications

  • All types of cancers presenting a macrophage infiltrate
  • Melanoma
  • Lymphoma
  • Mesothelioma

 

Competitive advantages

  • Efficient inhibitors of IL4I1
  • Non toxic

 

Intellectual property

  • Patent application filed on March 2018

 

Keywords

Cancer - Anti-tumor - Immunomodulation - Immunosuppressive enzyme - IL4I1 - Immunotherapy

Biosensor for skin characterization
Life & health sciences
Measurement & instrumentation
Consumer goods
Health

BIOSENSOR FOR NON-INVASIVE EX VIVO SKIN

The sensory properties of cosmetic products are crucial in the development of skincare and makeup products. The use of a panel of testers can only be done after a long period of non-toxicity tests and requires significant financial resources which in the end will give a subjective and unscientific opinion.

The project presented allows to follow in real time the effect of care products, make-up on the skin thanks to a sensor.

 

Applications

  • Cosmetic Industry
  • Production of raw materials for cosmetic

 

Competitive advantages

  • Real-time monitoring of the viscoelastic properties of the skin and determination of the structure
  • Evolution of the dermis-epidermis-stratum corneum structure according to the active ingredients applied and the dosage.
  • Reducing the variability of measurements by ergodicity
  • Analyze the effect of a product regardless of skin type and age and measurement conditions.
  • Compare the effect of several products over the life of the implant without using destructive techniques

 

Intellectual property

  • Patent ref : WO 2016/198483
  • Number PCT : PCT/EP2019/055803

 

Keywords

Ex vivo – Biosensor– Skin – Viscoelasticity - Cosmetic

OPTICAL IMAGING AGENT FOR ASSISTING IN ANTI-TUMOR SURGERY
Life & health sciences
Health

OPTICAL IMAGING AGENT FOR ASSISTING IN ANTI-TUMOR SURGERY

Delineation of tumour areas with an imaging agent help to better define the area that needs to be removed during surgery. It can also help to preserve healthy tissue in order to limit the deleterious consequences of the surgery. There are currently portable optical imaging systems that can be used in the operating room, thus, we developped degradable optical imaging agents emitting in the tissue transparency zone and specific to tumour areas.

This new agents targeting specific inflammation markers allows to delineate primary tumours in order to resect without leaving tumour tissue that could be responsible for post-surgical recurrence and to highlight the functional healthy liver, so that liver metastases are negatively contrasted and too much healthy tissue is not resected.

 

Applications

  • Tumors targeting and resection
  • Cancers
  • Surgical assistance
  • Tumors diagnostic

 

Competitive advantages

  • Accuracy improvment of tumor resections
  • Less recurrences
  • Reduced healthy tissue resection

 

Intellectual property

EU & US Patent Application pending

 

Keywords

Imaging agent - Tumours targeting - Tumours surgery - Liver metastases - Diagnostic - Near and far infra-red

Numerical simulation of pollutant evacuation in a building by a laboratory fume cupboard – Application to air quality
Mathematics ...
  • TICS
Physics ...
  • TICS
Engineering sciences ...
  • TICS
Metals & minerals ...
  • Energy & electrical systems
  • Environment & construction
Aerospace & defense ...
  • Energy & electrical systems
  • Environment & construction
Automotive & transport ...
  • Energy & electrical systems
  • Environment & construction

COMPUTATIONAL FLUID DYNAMICS LIBRARY

 

While modeling and simulation are powerful and economical means of investigation, characterizing mass and / or heat transfers in turbulent and heterogeneous fluid media (gas, liquid, solid particles) poses many challenges. This is what FUGU, this software library takes up. The digital methodologies used are based on fictitious and penalization methods for the representation of various constraints, turbulence, deformable interfaces and point particles.

 

Applications

  • Environment: dispersal of pollutants
  • Steel industry
  • Design and implementation of composite materials
  • Land, aeronautical and space propulsion
  • Exchangers
  • Food
  • Pharmacy

 

Competitive advantages

Ability to solve in a single simulation all the physical quantities of single- or multi-phase flows under non isothermal conditions and turbulent régime, in a coupled manner and at all scales.

 

Intellectual property

Filing on 11/22/2017 with APP, n° IDDN.FR.001.480009.000.S.P.2017.000.10000

 

Keywords

Fluid mechanic – Heat transfer – Multi-scale simulation - Multi-phase flow – Turbulent flow

DYNAMIC AND COLLABORATIVE WIRELESS NETWORK ARCHITECTURE FOR INTERNET OF MOBILES THINGS (IOMT)
TICS
Automotive & transport
TICS

DYNAMIC AND COLLABORATIVE WIRELESS NETWORK ARCHITECTURE FOR INTERNET OF MOBILES THINGS (IOMT)

 

The development of communication protocols between mobile connected objects ( like vehicles) and the establishment of 5G have enabled the emergence of several applications such as the connected and autonomous car. Several communicating cars can form a so-called vehicular network where communication is not limited solely to exchanges between cars (V2V) but can also be established with infrastructure (V2I), or even pedestrians (V2P). However, in the connected vehicle industry, communication capacity between vehicles and storage capacity are limited. In addition, the traffic load in this type of network is heavy. BadZak technology respond to these limitations. BadZak scans available networks and terminals On-the-fly in order to provide the fastest, most reliable and resource-efficient connection.

 

Applications

  • Traffic management
  • Road safety
  • Infotainment
  • Target advertising
  • Events (concert, sports, Olympics games)
  • Industrial risk zones (Seveso areas)

 

Competitive advantages

  • Create dynamic services without any new additional network infrastructure deployment
  • Create solutions and services supporting scalability (important number of devices) without impacting Quality of Services
  • Enable the creation of new services based on geo-tracking
  • Optimize the Quality of Service of the network (latency, response time, connection)
  • Offer a better network coverage: reduced risk of network loss thanks to a Cloud / Network / Protocol independent solution (interoperability with several protocols: V2X, cellular, 2G, 3G, 3G+, 4G, 5G, Wifi)
  • Reduce the use of cellular network link
  • Enable to maintain and to keep continuity of services even if certain devices/objects have no access to cellular network

 

Intellectual property

International Patent Application, WO2019/110594, December 2018

 

Keywords

Internet of Mobiles Things - V2X communication - Virtual backbone - Fog Computing - SDN : Software Defined Network - VANET

PARTICLES MICRO-ANALYSER
Physics
Engineering sciences
Measurement & instrumentation

PARTICLES MICRO-ANALYSER

The invention is an instrument measuring the concentration of fine particles in the air. It consists of an aerodynamic stage screening device directing aerosol particles according to their mass to microbalances. The choice of this instrumentation is in accordance with the standard procedures used in the field of aerosol measurement to evaluate indoor air quality. The desire to target aerosols of biological origin such as microfungi is linked to health issues, as these microbes cause allergies. Real-time and continuous monitoring of the presence of particulate matter in the air will allow more accurate analysis of outdoor and indoor air quality.

 

Applications

  • Indoor air quality: public buildings, hospitals, control sensors, ventilation triggering, fire hazard
  • Connected home automation in individual housing (asthma, allergies, etc)

 

Competitive advantages

  • 3 combined criteria: Good sensitivity (quality factor superior to 15000), Uniform response of the sensor, Large active area
  • All silicon microsystem: reduction of fabrication time and cost
  • Electrostatic actuation
  • Larger size spectrum (also efficient on particles of medium size: 10-18 to 10-9 grams)
  • Self-cleaning system allowing the sensor to perform in situ and continuous analysis of an aerosol flow, for continuous measurement of mass concentration.

 

Intellectual property

  • International patent application PCT/ FR2019/052011
  • Patentability of all the claims by the European Patent Office

 

Keywords

Air quality - Sensors - Microsystems - MEMS - Microbalance - Micro impactors - Micro/nano structuration - Particle pollution analysis - Mass measurement - Aerosol

AIR QUALITY AND GAZ MONITORING SYSTEM
Ecology & environment
Engineering sciences
Measurement & instrumentation

AIR QUALITY AND GAZ MONITORING SYSTEM

Chromatographs are usually bulky and expensive equipments, while micro air quality analyzers usually provide unprecise or biased measurements. Our micro-chromatograph is designed to discriminate a whole range of different gazes with low detection levels, thanks to cutting-edge silicium-based hardware and smart signal processing algorithms. The signal- noise ratio can optionnally be increased using stochastic injection.

The whole system including pumps and electrovalves is the size of a smartphone, but the core of the silicium-based system is as small as a coin. Furthermore, the system can be tuned to analyze multiple gazes from different rooms or different environments, such as outdoor and indoor air, in a simultaneous manner.

 

Applications

  • Indoor Air Quality
  • Outdoor Air Quality
  • Hazardous gazes
  • Water and liquid analysis

 

Competitive advantages

  • High sensivity
  • In situ measurements
  • Small form factor

 

Intellectual property

US patent application US20150204825

 

Keywords

Indoor air quality - Outdoor air quality - Hazardous gazes Volatile organic compound (VOC) - Chromatograph - MEMS

AIR AND WATER DEPOLLUTION IN CIVIL ENGINEERING
Physics
Chemistry
Engineering sciences
Environment & construction
Chemistry, materials & food products

AIR AND WATER DEPOLLUTION IN CIVIL ENGINEERING

 

The invention presents a direct growth method of ZnO nanowires on civil engineering elements intended for photocatalysis for water and/or air depollution. Due to their high surface-to-volume ratio, ZnO nanowires showed excellent efficiency in the decomposition of tested dyes (AR14, MB, and MO) into less harmful products such as CO₂ , H₂O, NO³⁻, or SO₄²⁻ via a photocatalytic-induced mineralization process.

The civil engineering element coated with ZnO nanowires on its rough surface produced with this method can be integrated for instance in the development of the 5th-generation (5G) road, public garden, or in new buildings/houses. Smartly designed with new and possibly bio-based materials, 5th generation plans to make smarter roads in the near future will integrate numerous technologies including an environment depollution function. The photocatalysis process is a promising emerging solution for this aim, as it is a cheap and fast solution to degrade toxic organic compounds into harmless products. With the present invention, the photocatalysis process can be incorporated into our everyday life. Thus, incorporating metal oxide semiconductors (photocatalysts) onto civil engineering materials is a smart way to achieve this goal, as they are known to perform photocatalysis under ultraviolet lighting, or even under visible lighting with doped photocatalysts.

 

Applications

  • VOC degradation
  • Purification of polluted water on the road surface and reduction of soil contamination
  • Self-cleaning of floors and walls

 

Competitive advantages

  • Directly grown nanocrystals with a structure firmly attached to the surface, no release of nanoparticles
  • Better photocatalysis efficiency than nanoparticle incorporation or painting
  • Proven photodegradation of TiO2, certain dyes and VOCs Direct and rapid growth, by an industrializable process, proven on different civil engineering materials
  • Biocompatible and non-toxic material

 

Intellectual property

International patent application PCT/ EP2019/078465

 

Keywords

Photocatalysis - Environment - Air pollution control - Water purification - Semi-conductor - ZnO - Hydrothermal method - Iron doping

Example of integration into a water pipe
Physics
Energy & electrical systems

Flexer

New heat exchanger based on low cost material, easy to install and maintain. It is based on a flexible polymer tructure and left free in a moving external fluid. 

FRENCH TREEBANK
TICS
Human mind, language & education
Languages, texts, arts & cultures
TICS

FRENCH TREEBANK

 

Analyzing and reproducing natural language requires an understanding of the meaning of the sentence. To meet this need, the corpus made up of more than 20,000 richly annotated sentences in French constitutes a lexical and syntactic resource of reference for linguists and computer scientists, in particular in the case of use in automatic natural language processing.

 

Applications

  • Automatic natural language processing
  • Semantic web, search engine
  • Human-machine dialogue (chatbots)
  • Spellchecking
  • Automatic translation
  • Language teaching

 

Competitive advantages

  • Quality of the corpus: annotation by automatic tools and corrected by hand by several successive passages on the different annotations
  • Available in four formats: xml (original format), Tiger-xml (the most complete format with compound components), PTB (constituent annotations), CoNLL (dependencies annotations)
  • Rich annotation : domain, author, date; compound words (and components), 218 morpho-syntactic labels, grammatical functions and trees of syntactic constituents

 

Intellectual property

Corpus filing on 01/28/2018 with APP, n°IDDN FR 001 050008 000 D C 2008 000 10300

 

Keywords

Lexical ressources - Syntatic ressources - NLP

RAPDYS (IMPROVE READING WITH BETTER SPEECH PERCEPTION)
Life & health sciences
Human mind, language & education
Health

RAPDYS (IMPROVE READING WITH BETTER SPEECH PERCEPTION)

Dyslexia is a specific learning disability that affects about 7% of the population and in particular 200 000 children between ages 6 and 11 in France.

Children with specific language impairment (SLI) have difficulties in several aspects of language, including phonology, morphology and syntax, despite normal intelligence, adequate hearing, normal learning opportunities and the absence of any neurological or psychiatric trouble.

RapDys are gamelike exercises based on carefully chosen and tested voicing continua. They can be done under the supervision of a speech and language therapist and further on at home.

 

Applications

  • Specific language impairment treatment
  • Speech therapy
  • Dyslexia

 

Competitive advantages

  • Technology proved during clinical trial
  • Available on any device (PC, smartphone, tablet)
  • Quick exercises (couple of minutes)
  • Gamelike

 

Keywords

Dyslexia - Specific language impairment (SLI) - Phonology - Speech Perception

HYCOs exert a dual biological activity by activating Nrf2/HO-1 and simultaneously releasing CO in vitro and in vivo (left panel).
Life & health sciences
Health

HYCOS

HYCOs is a new class of anti-inflammatory agents with a dual biological activity (Nrf2 activators and CO-releasing molecule)  with applications in inflammatory diseases such as multiple sclerosis, psoriasis and also wounds cicatrization.

Comparisons with Ocean Optics using Thiram 500μM
Engineering sciences
Chemistry
Physics
Measurement & instrumentation

COLLOIDAL SERS SUBSTRATE

 

Every type of molecule has a distinct «Raman signature» that can be enhanced by special surfaces called SERS substrates, standing for “Surface Enhanced Raman Spectroscopy”. SERS techniques are useful to detect molecules at very small concentrations (pico or femtomoles per litre). The SERS substrate can either be generic or designed for special applications, such as trace detection of explosives, drugs or pollutants.

Common techniques to produce SERS substrates involve lithography processes, and are thus rather costly. On top of that, measures lack of reproducibility. Our invention is based on a bottom-up colloidal synthesis, as the substrate results of the self-organization of metallic nanorods. Measures are more reproducible and reliable than most commercial substrates with far less variability, hence allowing a better ability to discriminate and to detect traces (see picture).

 

Applications

  • Explosives trace detection
  • Drugs trace detection
  • Pollutants trace detection
  • Forensics : anti-counterfeiting

 

Competitive advantages

  • Reproductibility of measures
  • Designed to be cheap
  • Shelf time > 7 months

 

Intellectual property

Patent WO2018069646

 

Keywords

Raman spectroscopy - Self-organization of nanoparticules - Trace detection - SERS : surface enhanced Raman spectroscopy

Examples of different detection methods
Life & health sciences
Health

METHOD FOR ABNORMAL VALUE DETECTION

 

This non-Bayesian statistical algorithm is used for detecting anomalous values (or series) in longitudinal biological follow-ups. This method is practical, easy to implement and efficient as soon as 3 independent measures are gathered. It integrates periodicity and seasonality and allows to detect abnormal values (or series) in multiple correlated biomarkers.

The main interest of the method, is that it is only computes the appropriate indicators in a series of observations from one individual. Moreover, a single procedure is performed for the whole series, thus avoiding cumulated errors commonly involved in multitests. These intra-individual comparisons allow defining very tight / personalized abnormality thresholds without the need to use a priori samples for determining said thresholds (risk of poor representativeness). The method shall be used for the longitudinal assessment of physiological or biological markers during clinical trials or medical follow-up of patients or athletes in the context of medical control for humans or animals. A first study has been initiated on a cohort of more than 2200 professional football players for a 3 years campaign involving the assessment of 5 biological parameters.

 

Applications

  • Longitudinal assessment of biological markers
  • Anti-doping struggle for human or animals
  • Remediation and after-effect tracking in medical treatment
  • Preventive maintenance in industrial applications : CAPEX v. OPEX optimization
  • Quality control and early drift detection in batch processes

 

Competitive advantages

  • Avoids multitests uncertainties in residues calculation
  • Very fine detection thresholds with intra-individuals autofit
  • Detection of abnormal values in longitudinal series of one or several biomarkers
  • Handles cyclicity and seasonality

 

Intellectual property

European Patent Application EP17306583

 

Keywords

Statistical algorithm - Longitudinal assessment - Biomarkers - Anomalous value detection - Anti-doping - Intra-individual thresholds

Electrical conductivity measurement clamp
Chemistry
Engineering sciences
Ecology & environment
Chemistry, materials & food products
Measurement & instrumentation

ELECTRICAL CONDUCTIVITY MEASUREMENT CLAMP FOR ION EXCHANGE MEMBRANES

 

Existing techniques for measuring electrical conductivity of hydrophilic films, as ion exchange membranes (IEM), either work with solutions at low concentrations, or provide hard-to-reproduce measures, or require to take the membrane out of its equilibrating solution, thus inducing a bias in the measurement.

Our technology is a clamp with two articulated arms that characterizes the IEM with no bias in measurement thanks to a contactless technology enabling on-site measurement with no contact resistance induced. It is compatible with a wide range of concentrations of equilibrating solutions (from 0.01 M to 1 M) and is compatible for membranes or hydrophilic films with a thickness between 50µm and 1 millimeter, making on-site measures convenient and reliable. Measure precision is 1% for solutions with a concentration inferior to 0.1 M and 3% for 1 M concentrations.

 

Applications

  • Water desalination
  • Water treatment for drinking water
  • Agribusiness (milk, fruit juices etc.)
  • Industrial wastewater

 

Competitive advantages

  • Compatible with a wide range of equilibrating solutions concentrations
  • Highly accurate & reliable & reproducible measurements
  • Portable
  • On-site measures (with the membrane in electrolyte)
  • No-use of mercure
  • Wide range of concentrations
  • Non-destructive testing of supports
  • Measurement of alternating current at different frequencies, or direct current

 

Intellectual property

Priority patent application

 

Keywords

Clamp - Electrical conductivity - Ion-exchange membranes (IEM) - Hydrophilic films - NF X45-200 norm

Prototype of electrostatic kinetic energy harvester
Life & health sciences
Health

FLEXIBLE ELECTROSTATIC KINETIC ENERGY HARVESTER

 

Our device converts mechanical energy into electricity, when repeatedly pressed and released by an external mechanical action. The device has a sandwich structure, with flexible or solid electrodes on the surface and with an organic electret material core (see picture). It can be embedded into an object, a cloth or be used as a “second skin”.

Electric charges trapped within the device induce an electric current through a charge when a mechanical deformation is applied. The device has no resonance frequency and thus works at any mechanical frequency. Besides, the organic material is designed in such a way so that electric charges remain stable over time, leading to long standing performances. With a finger tapping activation, the first 3cmx3cm prototype reaches a peak voltage of 27 V and a power of 45.6 μW. Performances can be further largely enhanced by optimizing triboelectric effect, increasing the size of the device and/ or by using it under different conditions (higher mechanical frequencies, more pressure).

 

Applications

Powering/improving battery lifetime for :

  • Embedded chips in smart clothes and shoes
  • “Second skin” biomedical sensors
  • Smart cards, semi-active RFID systems,
  • Strain or pressure sensors (for car wheels for example)

 

Competitive advantages

  • Flexible or solid surface
  • Works at any mechanical frequency
  • Long standing electric charge storage

 

Intellectual property

Pending patent

 

Keywords

Mechanical (kinetic) energy harvester - (Tribo)electret material - Triboelectricity - Electrostatic transducer

SEM images of AlGaAs nanodisks after oxidation of bottom AlAs layer
Physics
TICS

ALGAAS-ON-INSULATOR PLATFORM

 

III-V semiconductors are a category of materials useful for optoelectronics applications, thanks to the physical properties of their crystalline structures. AlGaAs is one of them and has superior performances over silicon such as:

  • No Two Photon Absorption @ 1.55 μm
  • Direct laser emission
  • Optical modulation at higher frequency rate.

The AlGaAs-on-Insulator plateform, which exhibits higher performances than SOI, was achieved thanks to a monolithic construction combining a high-contrast refractive-index ratio between the insulating layer and the AlGaAs waveguide. Our invention deals with the monolithic fabrication of a thick layer of AlOx (>1μm), which plays the role of optical substrate and enhances the light confinement inside an AlGaAs heterostructure on top of it.

Our technology can first be used to develop Surface Plasmon Resonance (SPR) sensors based on a dielectric, instead of gold or silver, thus avoiding local heat peaks that can affect the sensitivity of the sensor. As a first proof of concept, frequency doubling has been demonstrated, with a conversion efficiency up to 5 orders of magnitude higher than the established record of second harmonic generation for plasmonic nanoantennas.

Our technology could also be used to design low lasing threshold and fast modulation laser, which would lead to decrease the electric consumption of lasers used for example in datacenters.

 

Applications

  • Lasers for Datacenters
  • VCELS
  • Surface Plasmon Resonance (SPR) sensors

 

Competitive advantages

  • Light confinement
  • Low lasing threshold
  • High modulation frequency
  • High conversion rate for Second Harmonic Generation

 

Intellectual property

PCT patent application WO2017/140804A1 filed in 2017

 

Keywords

Photonics - Non linear optics - Laser - AlGaAs - Insulator - III-V semiconductors - Monolithic platform

Dense array of identical THz resonators
Physics
Measurement & instrumentation

OPTOMECHANICAL THZ SENSOR

 

The most advanced commercial technologies for the detection of Terahertz (THz) and far infrared electromagnetic waves have major drawbacks : bolometers work at very low temperatures (4 Kelvin), while Golay cells are notoriously slow (20 Hz). Furthermore, those detectors are bulky, with a typical volume of the device in the 10cm x 10cm x 10cm range.

Our MEMS device has a volume in the mm3 range and has a very quick response time (MHz). It works at ambient temperatures. It is possible to tune precisely the resonance frequency of the sensor at production time.

 

Applications

  • Spectroscopy for security and non-destructive testing
  • Imaging applications : THz cameras
  • Information carrier conversion from THz wave to an optical fiber

 

Competitive advantages

  • Small dimensions (nano to millimeter size)
  • Works at ambient temperatures
  • Very short response time (MHz)
  • Sensivity (equivalent to Golay cells but could be further improved)
  • Easy integration (MEMS technology)

 

Intellectual property

Patent application

 

Keywords

THz - Far-infrared - Bolometer - Golay cell - Noise Equivalent Power (NEP)

Sets of 3 GaAS resonators and their opticalcoupling waveguides
Physics
Measurement & instrumentation

PICOMETER PRECISION SPECTRAL TUNING OF MICRO AND NANOPHOTONIC RESONATORS

 

State-of-the-art nanofabrication tools (electronic beam lithography, reactive ion etching) can nowadays reach a few nanometer precision. This is still not accurate enough in optical applications such as metrology where collective behavior of resonators is targeted.

Our method reaches picometer precision (3 orders of magnitude better than state-of-the-art). The method consists in shedding light on resonators, so that a light-activated chemical etching process can take place. When using the proper wavelength, light intensity is locally amplified by the resonator. The result is that the resonator is gently etched while its nearby environment remains intact. This technique allows as well collective tuning of several resonators for spectral alignment.

 

Applications

  • Telecom / datacom : optical routing and multiplexing, semiconductor lasers
  • Optical sensors : gas sensing, optical gyroscopes

 

Competitive advantages

  • Requires basic equipment (tunable telecom laser…)
  • Very quick
  • Permanent result
  • Manufacturing of coupled photonic resonators networks with high quality factor
  • Industrial-scalable process (no vacuum nor cryogenic conditions)

 

Intellectual property

Patent application

 

Keywords

Nanophotonics - Optical resonators - Silicon photonics - High precision spectral tuning - Photoelectrochemical etching

SMART VIDEOCOLONOSCOPY
TICS
Life & health sciences
Measurement & instrumentation
Health

SMART VIDEOCOLONOSCOPY

Colorectal cancer is the second most lethal cancer type in developed countries and more than 70% of the polyps, when present in one’s colon or rectum, can eventually change into tumor cells (mostly adenomas).

Polyp’s visual detection during colonoscopy is the world’s gold standard in colorectal cancer diagnosis. However, today polyps detection rates during these preliminary visual inspections commonly fall below 80%, resulting in that almost 50% of diagnosed colorectal cancer were not detected during a first colonoscopy, and it is widely assumed that these results are significantly practicioner-dependant. Still, all existing solutions focus on contrast modification or vision angle widening for best inspection of the mucosa.

Our software aims at significantly enhancing polyp’s detection rate by visually alerting the practitioner in real time during a colonoscopy procedure. The method is based on optimized reinforced active-learning algorithms for image to image analysis. It is adapted to real time video treatment (more than 25 fps analyzed) and aims at detection rates higher than 90% at the practitioner level.

 

Applications

  • Colorectal cancer diagnosis: computer Assisted Detection of polyps in colonoscopy
  • Can be adapted to other endoscopy procedures (ulcers for example)

 

Competitive advantages

  • Real-time Computer Aided Detection software for practitioners
  • Improve polyp detection rates over 90% with low false positive detection
  • Fully compatible with clinical use
  • Usable either as an add-on or natively embarked in endoscopy columns

 

Intellectual property

International patent application PCT/ EP2017/064972. Filed on June 19, 2017

 

Keywords

Computer Aided Detection (CAD) - Polyps - Cancerology - Colonoscopy - Endoscopy - Video analysis