孫浩天,男,1994年(nian)11月生,河北滄州人。2017年畢業(ye)于(yu)河北(bei)工(gong)業(ye)大學(xue)生(sheng)物(wu)醫學(xue)工(gong)程(cheng)專業(ye),獲工(gong)學(xue)學(xue)士(shi)學(xue)位(wei),同年進入中國科學(xue)院(yuan)蘇州(zhou)生(sheng)物(wu)醫學(xue)工(gong)程(cheng)技術研究所攻讀碩士(shi)學(xue)位(wei),2020年留所繼續攻讀博士學位。主要研(yan)究方向(xiang)為醫學圖像(xiang)(xiang)分析和機器學習。在讀期間,在國家自然科學基金、蘇州市基礎研(yan)究試點項目等(deng)資助下,主要從事面向(xiang)數字乳(ru)腺(xian)斷(duan)層攝(she)影圖像(xiang)(xiang)的乳(ru)腺(xian)癌早期病灶輔助診(zhen)斷(duan)算法研(yan)究。
相關研究成果在IEEE Transactions on Cybernetics、IEEE Journal of Biomedical and Health Informatics等國內外重要刊物上發表,共發表SCI論文4篇(一區Top2篇),中文核心論文1篇,申請專利1項。在讀期間獲得博士研究生國家獎學金、中科院南京分院院長優秀獎、188bet足球優秀畢業生等榮譽。
學術論文:
[1] Sun H, Wu S, Chen X, et al. SAH-NET: Structure-aware hierarchical network for clustered microcalcification classification in digital breast tomosynthesis[J]. IEEE Transactions on Cybernetics, 2022.
[2] Zheng J, Sun H, Wu S, et al. 3D context-aware convolutional neural network for false positive reduction in clustered microcalcifications detection[J]. IEEE Journal of Biomedical and Health Informatics, 2020, 25(3): 764-773.
[3] Wang J#, Sun H#, Li M, et al. Context attention pyramid network for computer-aided detection of microcalcification clusters in digital breast tomosynthesis, 2023.
[4] Xiao B#, Sun H#, Meng Y, et al. Classification of microcalcification clusters in digital breast tomosynthesis using ensemble convolutional neural network[J]. BioMedical Engineering OnLine, 2021, 20(1): 1-20.