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Research I am interested how machine intelligence can help solve pressing questions in biology and medicine, in particular through the understanding and quantification of patterns in images. Recently, an explosion of digitalized data, groundbreaking advances in the life sciences, and the development of cutting-edge algorithms capable of understanding biomedical data, especially from images, have generated terrific excitement around AI and healthcare. My research aims at developing intelligent systems that can precisely diagnose conditions, reduce patient risk, choose effective treatments, and further our understanding of biological systems. The questions I am interested in lay at the intersection of computer vision, machine learning, biology, and medicine.
研究兴趣
论文共 76 篇作者统计合作学者相似作者
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Johan Fredin Haslum, Charles-Hugues Lardeau, Johan Karlsson,Riku Turkki, Karl-Johan Leuchowius,Kevin Smith,Erik Mullers
bioRxiv (Cold Spring Harbor Laboratory) (2023)
BRITISH JOURNAL OF RADIOLOGYno. 1151 (2023)
Fernando Cossio, Haiko Schurz,Mathias Engstrom, Carl Barck-Holst,Apostolia Tsirikoglou,Claes Lundstrom,Hakan Gustafsson,Kevin Smith,Sophia Zackrisson,Fredrik Strand
Joana Palés Huix, Adithya Raju Ganeshan,Johan Fredin Haslum, Magnus Söderberg,Christos Matsoukas,Kevin Smith
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2023): 7619-7628
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