Deep Learning – Page 6

Data Value Management – Prediction and Reduction of Micro-Stops

Data Value Management – Prediction and Reduction of Micro-Stops Data Value Management Sector: Industry Business Case The challenge is to develop a system capable of detecting the primary causes that provoke a large number of micro-stops in the different production lines of a company, in order to reduce their occurrence. Additionally, a secondary system is […]

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SEIDOR – Deep Brain

Prediction / Iñaki Suarez

SEIDOR – Deep Brain SEIDOR Sector: Health Business Case Automatic brain anatomical substructure segmentation tools and holographic visualisation for diagnostic aid and decision support. Objectives The main objective is to create tools to support clinicians in the diagnosis, treatment and prognosis of brain diseases in which medical imaging is a criterion of great importance for

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SEIDOR – CATALYS: Glaucoma Artificial Intelligence System for Clinical Assistance

Prediction / Iñaki Suarez

SEIDOR – CATALYS: Glaucoma Artificial Intelligence System for Clinical Assistance SEIDOR Sector: Health Business Case Glaucoma is one of the predominant pathologies in ophthalmology, whose monitoring is necessary to follow the patient’s development. It was from this situation that the program Teleglaucoma, designed to monitor patients with different types of glaucoma, was conceived at the

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Semantic Systems – Decision Support System Decision in Industrial Product Configuration

Prediction / Iñaki Suarez

Semantic Systems – Decision Support System Decision in Industrial Product Configuration Semantic Systems Sector: Industry Business Case Knowledge-based configuration, high qualification of personnel in the definition of the model and constraints governing the product configuration is required. The more complex the product, the longer the implementation time and the higher the learning cost for the

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Skootik – Analysis and prediction of pedestrian flow in a city

Prediction / Iñaki Suarez

Skootik – Analysis and prediction of pedestrian flow in a city Skootik Sector: ICT Business Case A given city has several sensors that quantify the number of people passing along certain streets every 15 minutes. These sensors are distributed in several neighbourhoods both in the centre and on the periphery. The aim is to estimate

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Tecnalia – OSARGI: Operation and Maintenance through Predictive Models for HOSPITAL COMPLEXES

Prediction / Iñaki Suarez

Tecnalia – OSARGI: Operation and Maintenance through Predictive Models for HOSPITAL COMPLEXES Tecnalia Sector: Construction Business Case Hospital management systems employ reactive control strategies that lack the flexibility to adjust to changing boundary conditions (usage, weather, etc.) and allow for optimal system operation. Preventive maintenance strategies, on the other hand, provide suitable levels of equipment

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Tubacex – Reducing Electric Furnace Energy Consumption

Prediction / Iñaki Suarez

Tubacex – Reducing Electric Furnace Energy Consumption Tubacex Sector: Industry Business Case Develop a predictive model based on data collected from processes and PLCs over the past 5 years. This model will recommend the minimum heating time needed to reach the optimal casting temperature. Objectives The aim is to reduce energy consumption per casting and

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Grupo ULMA – UMI.dr – AI-based Software for Automatic DR Screening Through Automatic Readings of Retinal Images

Prediction / Iñaki Suarez

Grupo ULMA – UMI.dr – AI-based Software for Automatic DR Screening Through Automatic Readings of Retinal Images Grupo ULMA Sector: Health Business Case 37 million adults (20-79), or 1 in 10, live with diabetes. This number is expected to increase to 643 million by 2030 and 784 million by 2045. Diabetic Retinopathy (DR) is a

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Versia – Activity prediction

Prediction / Iñaki Suarez

Versia – Activity prediction Versia Sector: Commercial sector Business Case This is an activity prediction algorithm. While the direct experience is in the field of retail, its applicability is universal. It is a question of demand forecasting. Objectives Match operational resources to expected demand (operations management). Use case A model was built that allows prediction

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Versia – Graph Analysis for Reverse Logistics Optimisation and Shrink Detection.

Prediction / Iñaki Suarez

Versia – Graph Analysis for Reverse Logistics Optimisation and Shrink Detection. Versia Sector: Logistics Business Case This “Network Analysis” algorithm predicts activity levels at various packaging return and production centres, relying on demand forecasts from key players in the value chain: producers and retailers. It also provides “what-if” scenarios to respond to business contingencies. The

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