Jihua Chen

Research Staff @Oak Ridge National Laboratory

Process Optimization for Soft Electronics\\\\n\\\\n2. Chatbot for Scientific Literature\\\\nUsed NLP to interactively cluster scientific literatures from Cornell University’s arXiv. Used Seq2Seq BART (Bidirectional and Autoregressive Transformer) to summarize scientific papers. Built a chatbot using scientific texts or SciBERT to facilitate data mining.\\\\n\\\\n3. Image Segmentation, Bone Repair, Cancer Detection, Survival Prediction\\\\nComputer Vision for microscopy, soft structures and 3D images (pulmonary CT scans, MRI, 3D printing), Semantic and instance segmentation using U-net and YOLO, algorithm for 3D Image visualization and reconstruction.\\\\n \\\\n\\\\n \\\\n \\\\n\\\\n \\\\n