Artificial intelligence for drug discovery, biomarker development, and generation of novel chemistry

A Zhavoronkov - Molecular Pharmaceutics, 2018 - ACS Publications
The productivity of the pharmaceutical industry is on the decline. Failure rates in clinical
trials exceed 90% after therapies are tested in model organisms, and the cost to develop a …

Overview of imageclef 2018 medical domain visual question answering task

SA Hasan, Y Ling, O Farri, J Liu, H Müller… - Proceedings of CLEF …, 2018 - arodes.hes-so.ch
This paper presents an overview of the inaugural edition of the ImageCLEF 2018 Medical
Domain Visual Question Answering (VQA-Med) task. Inspired by the recent success of visual …

Overview of ImageCLEF 2018: Challenges, datasets and evaluation

B Ionescu, H Müller, M Villegas… - Experimental IR Meets …, 2018 - Springer
This paper presents an overview of the ImageCLEF 2018 evaluation campaign, an event
that was organized as part of the CLEF (Conference and Labs of the Evaluation Forum) …

Overview of ImageCLEFlifelog 2018: daily living understanding and lifelog moment retrieval

DT Dang-Nguyen, L Piras, M Riegler, L Zhou, M Lux… - 2018 - doras.dcu.ie
Benchmarking in Multimedia and Retrieval related research fields has a long tradition and
important position within the community. Benchmarks such as the MediaEval Multimedia …

Overview of ImageCLEFtuberculosis 2018: detecting multi-drug resistance, classifying tuberculosis types and assessing severity scores

Y Dicente Cid, V Liauchuk, V Kovalev… - Proceedings of CLEF …, 2018 - arodes.hes-so.ch
ImageCLEF is the image retrieval task of the Conference and Labs of the Evaluation Forum
(CLEF). ImageCLEF has historically focused on the multimodal and language-independent …

Medico multimedia task at mediaeval 2018

K Pogorelov, M Riegler, P Halvorsen, S Hicks… - CEUR workshop …, 2018 - duo.uio.no
The Medico: Multimedia for Medicine Task, running for the second time as part of MediaEval
2018, focuses on detecting abnormalities, diseases, anatomical landmarks and other …

A real-time weed mapping and precision herbicide spraying system for row crops

Y Xu, Z Gao, L Khot, X Meng, Q Zhang - Sensors, 2018 - mdpi.com
This study developed and field tested an automated weed mapping and variable-rate
herbicide spraying (VRHS) system for row crops. Weed detection was performed through a …

A deep learning based food recognition system for lifelog images

BT Nguyen, DT Dang-Nguyen, TX Dang, P Thai… - 2018 - doras.dcu.ie
In this paper, we propose a deep learning based system for food recognition from personal
life archive im-ages. The system first identifies the eating moments based on multi-modal …

[PDF][PDF] ImageCLEF 2018: Lesion-based TB-descriptor for CT Image Analysis.

V Liauchuk, A Tarasau, E Snezhko, V Kovalev… - CLEF (Working …, 2018 - ceur-ws.org
The paper presents image description and classification method which was used by United
Institute of Informatics Problems (UIIP BioMed) group for accomplishing the three subtasks of …

Détection de concepts et annotation automatique d'images médicales par apprentissage profond

MI Randrianarivony - 2018 - hal.science
Résumé Ce mémoire se situe dans le domaine de la recherche d'informations pour des
images médicales. Il s' intitule” Détection de concepts et annotation automatique d'images …