A database for publications published by researchers and students at SimulaMet.
Status
Research area
Proceedings, refereed
The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy
In ICPR, 2020.Status: Accepted
The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy
The EndoTect challenge at the International Conference on Pattern Recognition 2020 aims to motivate the development of algorithms that aid medical experts in finding anomalies that commonly occur in the gastrointestinal tract. Using HyperKvasir, a large dataset containing images taken from several endoscopies, the participants competed in three tasks. Each task focuses on a specific requirement for making it useful in a real-world medical scenario. The tasks are (i) high classification performance in terms of prediction accuracy, (ii) efficient classification measured by the number of images classified per second, and (iii) pixel-level segmentation of specific anomalies. Hopefully, this can motivate different computer science researchers to help benchmark a crucial component of a future computer-aided diagnosis system, which in turn, could potentially save human lives.
| Afilliation | Machine Learning |
| Project(s) | Department of Holistic Systems |
| Publication Type | Proceedings, refereed |
| Year of Publication | 2020 |
| Conference Name | ICPR |
Evaluating Standard Classifiers for Detecting COVID-19 related Misinformation
In Media Eval Challange 2020, 2020.Status: Accepted
Evaluating Standard Classifiers for Detecting COVID-19 related Misinformation
| Afilliation | Machine Learning |
| Project(s) | UMOD: Understanding and Monitoring Digital Wildfires, Department of High Performance Computing , Department of Holistic Systems |
| Publication Type | Proceedings, refereed |
| Year of Publication | 2020 |
| Conference Name | Media Eval Challange 2020 |
FakeNews: Corona Virus and 5G Conspiracy Task at MediaEval 2020
In Media Eval Challange 2020, 2020.Status: Accepted
FakeNews: Corona Virus and 5G Conspiracy Task at MediaEval 2020
| Afilliation | Scientific Computing, Machine Learning |
| Project(s) | Department of High Performance Computing , Department of Holistic Systems, UMOD: Understanding and Monitoring Digital Wildfires |
| Publication Type | Proceedings, refereed |
| Year of Publication | 2020 |
| Conference Name | Media Eval Challange 2020 |
Proceedings, refereed
Predicting Sperm Motility and Morphology using Deep Learning and Handcrafted Features
In MediaEval, 2019.Status: Accepted
Predicting Sperm Motility and Morphology using Deep Learning and Handcrafted Features
This paper presents the approach proposed by the organizer team (SimulaMet) for MediaEval 2019 Multimedia for Medicine: The Medico Task. The approach uses a data preparation method which is based on global features extracted from multiple frames within each video and then combines this with information about the patient in order to create a compressed representation of each video. The goal is to create a less hardware expensive data representation that still retains the temporal information of the video and related patient data. Overall, the results need some improvement before being a viable option for clinical use.
| Afilliation | Machine Learning |
| Project(s) | Department of Holistic Systems |
| Publication Type | Proceedings, refereed |
| Year of Publication | 2019 |
| Conference Name | MediaEval |
Technical reports
Guidelines for Adding Congestion Notification to Protocols that Encapsulate IP
IETF, 2017.Status: Accepted
Guidelines for Adding Congestion Notification to Protocols that Encapsulate IP
| Afilliation | Communication Systems |
| Project(s) | The Center for Resilient Networks and Applications, RITE: Reducing Internet Transport Latency |
| Publication Type | Technical reports |
| Year of Publication | 2017 |
| Number | draft-ietf-tsvwg-ecn-encap-guidelines-08 |
| Publisher | IETF |
| Keywords | Architecture, congestion, Control, Data Communication, Encapsulation, Explicit Notification, Internet, Layering, Management, Monitoring, networks, Protocol Engineering, QoS, Tunnels |
| Notes | (Work in Progress) |
| URL | http://tools.ietf.org/html/draft-ietf-tsvwg-ecn-encap-guidelines |
Proceedings, refereed
TCP with dynamic FEC For High Delay and Lossy Networks
In ACM CoNEXT Student Workshop, 2016.Status: Accepted
TCP with dynamic FEC For High Delay and Lossy Networks
| Afilliation | , Communication Systems, Communication Systems |
| Project(s) | MONROE: Measuring Mobile Broadband Networks in Europe , The Center for Resilient Networks and Applications |
| Publication Type | Proceedings, refereed |
| Year of Publication | 2016 |
| Conference Name | ACM CoNEXT Student Workshop |