NTU Theses and Dissertations Repository: Browsing DSpace

Browsing by Advisor Ruey-Feng Chang

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Showing results 1 to 15 of 15

Publication Year	Title	Author(s)	Department
2022	以 U 型 Transformer 模型及分組注意力網路作為電腦輔助 EGFR 突變診斷系統於肺部電腦斷層影像 EGFR Mutation Diagnosis System in Lung CT Images Based on U-shape Transformer and Split-attention Network	張詠辰; Yung-Chen Chang	資訊工程學系
2023	以一個先進的深度學習系統去分層高危險甲狀腺結節 Stratifying High Risk Thyroid Nodules Using a Novel Deep Learning System	傅家保; Chia-Po Fu	生醫電子與資訊學研究所
2023	以注意力強化 ConvNeXt網絡於乳房超音波預測生物標誌 BioCAN: Prediction of Molecular Biomarkers Using Breast Ultrasound Images Based on Attention-augmented ConvNeXt Network	林奕辰; Yi-Chen Lin	資訊工程學系
2023	使用 3-D 卷積神經網路於肺部 CT 結節診斷 Lung CT Nodule Classification using 3-D Convolutional Neural Networks	黃寅; Yin Huang	資訊工程學系
2022	使用基於 ResNeXt 的網路在胸腔 X 光影像進行慢性阻塞性肺病診斷 Diagnosis of Chronic Obstructive Pulmonary Disease in Chest X-Ray Images Using a ResNeXt-based Network	陳姿吟; Tzu-Yin Chen	資訊工程學系
2022	使用深度學習在超廣角眼底影像中進行周邊視網膜病灶診斷 Peripheral Retinal Lesion Diagnosis in Ultrawide Field Fundus Image using Deep Learning	謝雅如; Ya-Ju Hsieh	生醫電子與資訊學研究所
2022	使用深度學習自動選取超音波影像及診斷 Automatic Slice Selection and Diagnosis of Breast Ultrasound Image Using Deep Learning	陳華嚴; Hua-Yan Chen	資訊工程學系
2021	利用特徵融合與注意力機制3-D捲積神經網路偵測電腦斷層影像之肺部結節 One-Stage Pulmonary Nodule Detection using 3-D DCNN with Feature Fusion and Attention Mechanism in CT Image	周秉儒; Ping-Ru Chou	資訊工程學系
2025	基於腹部超音波影像之非酒精性肝病從脂肪肝至肝纖維化的階段性診斷 Stage-wise Diagnosis of NALD Progression from Steatosis to Fibrosis on Abdominal Ultrasound Image	江尚瑀; Shang-Yu Chiang	生醫電子與資訊學研究所
2023	引入PSA注意力機制強化Transformer網路於乳房超音波診斷 IPSAT: Integrated PSA Transformer for Breast Ultrasound Diagnosis	王成中; Cheng-Zhong Wang	資訊工程學系
2021	應用多群聚合及空間金字塔池化之3-D ResNeSt於自動乳房超音波電腦輔助腫瘤診斷系統 Computer-aided Tumor Diagnosis Using 3-D ResNeSt with Multi-group Aggregation and Spatial Pyramid Pooling for Automated Breast Ultrasound	戴勤; Chin Dai	生醫電子與資訊學研究所
2023	應用通道注意力機制和加權特徵融合之ConvNeXt網路於甲狀腺超音波影像亢進診斷 A ConvNeXt-based Network with Channel Attention Mechanism and Weighted Feature Fusion for Hyperthyroidism Diagnosis in Thyroid Ultrasound Image	余銘仁; Ming-Jen Yu	生醫電子與資訊學研究所
2024	深度學習於自動乳房超音波三維腫瘤偵測 3D Tumor Detection for Automated Breast Ultrasound using Deep Learning Approaches	蔣昀彤; Yun-Tung Chiang	資訊網路與多媒體研究所
2025	深度學習模型於眼底鏡影像篩檢羥氯喹視網膜病變之應用 Deep Learning Models for Hydroxychloroquine Retinopathy Screening Using Color Fundus Photos	孫皓廷; Hao-Ting Sun	資訊網路與多媒體研究所
2025	深度學習用於頭頸癌淋巴結轉移的診斷與預後 Deep Learning for Diagnosis and Prognosis of Lymph Node Metastasis in Head and Neck Cancer	吳國禎; Kuo-Chen Wu	生醫電子與資訊學研究所

Showing results 1 to 15 of 15