ARTMED - 2021 - volume 121 论文列表 |
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Volume 121, November 2021
Rocío del Amor Laëtitia Launet Adrián Colomer Anaïs Moscardó Andrés Mosquera-Zamudio Carlos Monteagudo Valery Naranjo
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge.
Chompunuch Sarasaen Soumick Chatterjee Mario Breitkopf Georg Rose Andreas Nürnberger Oliver Speck
PSA-Net: Deep learning-based physician style-aware segmentation network for postoperative prostate cancer clinical target volumes.Anjali Balagopal Howard E. Morgan Michael Dohopolski Ramsey Timmerman Jie Shan Daniel F. Heitjan Wei Liu Dan Nguyen Raquibul Hannan Aurelie Garant Neil Desai Steve B. Jiang
Multiple instance convolutional neural network with modality-based attention and contextual multi-instance learning pooling layer for effective differentiation between borderline and malignant epithelial ovarian tumors.Junming Jian Wei Xia Rui Zhang Xingyu Zhao Jiayi Zhang Xiaodong Wu Yong'ai Li Jinwei Qiang Xin Gao
A reinforcement learning approach for finding optimal policy of adaptive radiation therapy considering uncertain tumor biological response. DeepMI: Deep multi-lead ECG fusion for identifying myocardial infarction and its occurrence-time.Girmaw Abebe Tadesse Hamza A. Javed Komminist Weldemariam Yong Liu Jin Liu Jiyan Chen Tingting Zhu
BCHisto-Net: Breast histopathological image classification by global and local feature aggregation.R. Rashmi Keerthana Prasad Chethana Babu K. Udupa
A healthy debate: Exploring the views of medical doctors on the ethics of artificial intelligence.Andreia Martinho Maarten Kroesen Caspar G. Chorus
Fusing 2D and 3D convolutional neural networks for the segmentation of aorta and coronary arteries from CT images. Convolutional squeeze-and-excitation network for ECG arrhythmia detection.Rongjun Ge Tengfei Shen Ying Zhou Chengyu Liu Libo Zhang Benqiang Yang Ying Yan Jean-Louis Coatrieux Yang Chen
A novel deep learning model DDU-net using edge features to enhance brain tumor segmentation on MR images. Real-time frequency-independent single-Lead and single-beat myocardial infarction detection.Harold Martin Ulyana Morar Walter Izquierdo Mercedes Cabrerizo Anastasio Cabrera Malek Adjouadi
Automatic image and text-based description for colorectal polyps using BASIC classification.Roger Fonolla Quirine E. W. van der Zander Ramon-Michel Schreuder Sharmila Subramaniam Pradeep Bhandari Ad A. M. Masclee Erik J. Schoon Fons van der Sommen Peter H. N. de With
A keyphrase-based approach for interpretable ICD-10 code classification of Spanish medical reports.Andrés Duque Hermenegildo Fabregat Lourdes Araujo Juan Martínez-Romo
Classification of diabetic retinopathy using unlabeled data and knowledge distillation.Sajjad Abbasi Mohsen Hajabdollahi Pejman Khadivi Nader Karimi Roshanak Roshandel Shahram Shirani Shadrokh Samavi