Feedback-Based Self-Learning in Large-Scale Conversational AI Agents

Autor: Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya, Pragaash Ponnusamy

Publikováno v: AAAI

Today, most large-scale conversational AI agents (e.g. Alexa, Siri, or Google Assistant) are built using manually annotated data to train the different components of the system. Typically, the accuracy of the ML models in these components are improve

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::44caf9209719c99c60f25619fef3a0b0
https://doi.org/10.1609/aaai.v34i08.7022

Identification of potentially oncogenic alterations from tumor-only samples reveals Fanconi anemia pathway mutations in bladder carcinomas

Autor: Samuel J. Resnick, Junfei Zhao, Alireza Roshan-Ghias, Timothy Chu, Luis Arnes, Chioma J. Madubata, Jiguang Wang, Raul Rabadan

Publikováno v: NPJ Genomic Medicine
npj Genomic Medicine, Vol 2, Iss 1, Pp 1-10 (2017)

Cancer is caused by germline and somatic mutations, which can share biological features such as amino acid change. However, integrated germline and somatic analysis remains uncommon. We present a framework that uses machine learning to learn features

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ccdf3eed101677cfb9bf24fc18e061bd
https://doi.org/10.1038/s41525-017-0032-5

Surgical preparation of bone-scaffold interface is critical for bone regeneration inside tissue engineering scaffold

Autor: Dominique P. Pioletti, Alireza Roshan-Ghias

Publikováno v: Journal of Orthopaedic Research. 29:767-772

The goal of this study was to investigate if the preparation of implantation site affects bone formation inside tissue engineering scaffolds. For this purpose, two different drilling techniques were used to create a hole in distal femurs of rats befo

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::fdf10555dec6d59c1d4c50a6a6f4cbce
https://doi.org/10.1002/jor.21290

Biomimetic Tissue Engineered Systems for Advancing Cancer Research: NCI Strategic Workshop Report

Autor: Nicole M. Moore, Xi Tian, Ioannis K. Zervantonakis, Kyung Min Park, Alireza Roshan-Ghias, Nastaran Z. Kuhn, Pallavi Sethi, Huanhuan Joyce Chen, Xin Yi Chan, Kyungmin Ji, Larry A. Nagahara, Archana Thakur, Teresa K. Schuessler, Aranzazu Villasante

Publikováno v: Cancer Research

Advanced technologies and biomaterials developed for tissue engineering and regenerative medicine present tractable biomimetic systems with potential applications for cancer research. Recently, the National Cancer Institute convened a Strategic Works

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2324e98f875023546046d102f2257567
https://europepmc.org/articles/PMC4184963/

Prediction of spatio-temporal bone formation in scaffold by diffusion equation

Autor: Dominique P. Pioletti, Lalaonirina Rakotomanana, Arne Vogel, Alireza Roshan-Ghias

Publikováno v: Biomaterials
Biomaterials, Elsevier, 2011, 32 (29), pp.7006-7012. ⟨10.1016/j.biomaterials.2011.05.085⟩
Biomaterials, 2011, 32 (29), pp.7006-7012. ⟨10.1016/j.biomaterials.2011.05.085⟩
Biomaterials, Elsevier, 2011, 32 (29), pp.7006-7012. 〈10.1016/j.biomaterials.2011.05.085〉

Applications des mathématiques en biomédicales; International audience; Developing a successful bone tissue engineering strategy entails translation of experimental findings to clinical needs. A major leap forward toward this goal is developing a q

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5f7da5022fa460f6115bd7b52ee8337b
https://hal.archives-ouvertes.fr/hal-00675905