Literature DB >> 31663612

Clinical implementation of AI technologies will require interpretable AI models.

Xun Jia1, Lei Ren2, Jing Cai.   

Abstract

Year:  2019        PMID： 31663612     DOI： 10.1002/mp.13891

Source DB:  PubMed          Journal:  Med Phys        ISSN： 0094-2405            Impact factor:   4.071


× No keyword cloud information.
  10 in total

1.  Investigation of clinical target volume segmentation for whole breast irradiation using three-dimensional convolutional neural networks with gradient-weighted class activation mapping.

Authors:  Megumi Oya; Satoru Sugimoto; Keisuke Sasai; Kazuhito Yokoyama
Journal:  Radiol Phys Technol       Date:  2021-06-16

2.  Toward understanding deep learning classification of anatomic sites: lessons from the development of a CBCT projection classifier.

Authors:  Juan P Cruz-Bastida; Erik Pearson; Hania Al-Hallaq
Journal:  J Med Imaging (Bellingham)       Date:  2022-07-25

3.  A Transfer Learning Framework for Deep Learning-Based CT-to-Perfusion Mapping on Lung Cancer Patients.

Authors:  Ge Ren; Bing Li; Sai-Kit Lam; Haonan Xiao; Yu-Hua Huang; Andy Lai-Yin Cheung; Yufei Lu; Ronghu Mao; Hong Ge; Feng-Ming Spring Kong; Wai-Yin Ho; Jing Cai
Journal:  Front Oncol       Date:  2022-07-01       Impact factor: 5.738

4.  Modeling physician's preference in treatment plan approval of stereotactic body radiation therapy of prostate cancer.

Authors:  Yin Gao; Chenyang Shen; Yesenia Gonzalez; Xun Jia
Journal:  Phys Med Biol       Date:  2022-05-26       Impact factor: 4.174

5.  Real-world analysis of manual editing of deep learning contouring in the thorax region.

Authors:  Femke Vaassen; Djamal Boukerroui; Padraig Looney; Richard Canters; Karolien Verhoeven; Stephanie Peeters; Indra Lubken; Jolein Mannens; Mark J Gooding; Wouter van Elmpt
Journal:  Phys Imaging Radiat Oncol       Date:  2022-05-14

6.  Developments in deep learning based corrections of cone beam computed tomography to enable dose calculations for adaptive radiotherapy.

Authors:  Vicki Trier Taasti; Peter Klages; Katia Parodi; Ludvig Paul Muren
Journal:  Phys Imaging Radiat Oncol       Date:  2020-08-12

Review 7.  Challenges in translational machine learning.

Authors:  Artuur Couckuyt; Ruth Seurinck; Annelies Emmaneel; Katrien Quintelier; David Novak; Sofie Van Gassen; Yvan Saeys
Journal:  Hum Genet       Date:  2022-03-04       Impact factor: 5.881

8.  Emulating Clinical Diagnostic Reasoning for Jaw Cysts with Machine Learning.

Authors:  Balazs Feher; Ulrike Kuchler; Falk Schwendicke; Lisa Schneider; Jose Eduardo Cejudo Grano de Oro; Tong Xi; Shankeeth Vinayahalingam; Tzu-Ming Harry Hsu; Janet Brinz; Akhilanand Chaurasia; Kunaal Dhingra; Robert Andre Gaudin; Hossein Mohammad-Rahimi; Nielsen Pereira; Francesc Perez-Pastor; Olga Tryfonos; Sergio E Uribe; Marcel Hanisch; Joachim Krois
Journal:  Diagnostics (Basel)       Date:  2022-08-14

9.  A hierarchical deep reinforcement learning framework for intelligent automatic treatment planning of prostate cancer intensity modulated radiation therapy.

Authors:  Chenyang Shen; Liyuan Chen; Xun Jia
Journal:  Phys Med Biol       Date:  2021-06-23       Impact factor: 3.609

Review 10.  Interpretation and visualization techniques for deep learning models in medical imaging.

Authors:  Daniel T Huff; Amy J Weisman; Robert Jeraj
Journal:  Phys Med Biol       Date:  2021-02-02       Impact factor: 3.609
  10 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.