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<p class="MsoNormal"><span style="font-family:Helvetica;color:#333333;background:white">I have an immediate opening for a post-doctoral fellow to engage in a federally-funded multi-year project in biomedical deep learning. My research group at Drexel University
focuses on developing state-of-the art deep learning-based algorithms and applying them to a wide range of problems. Ongoing projects are:</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:Helvetica;color:#333333;background:white"> </span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-size:12.0pt;font-family:Helvetica;background:white">Design of novel and application of existing cutting-edge natural language processing (NLP) models (e.g. Transformer, BERT, GPT-2, XLNet) for biomedical information retrieval and text summarization.
This is an unprecedented opportunity to harness unstructured information from millions of documents, use this information to guide generic drug product development.</span><span style="font-size:12.0pt"><o:p></o:p></span></li></ul>
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<span style="font-size:12.0pt;font-family:Helvetica;background:white">Development of novel and application of existing deep generative models (e.g. GANs, VAEs) to explain the high-dimensional structure and time course of neural population activity. The focus
is on the extraction of low-dimensional temporal patterns in high-dimensional spiking and local field potentials datasets in visual attention and working memory tasks, and the development of new tools for causal inference (e.g. copula Granger-causality).</span><span style="font-size:12.0pt"><o:p></o:p></span></li></ul>
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<span style="font-family:Helvetica;color:#333333;background:white">The ideal candidate should have, or be about to receive, a Ph.D. in a relevant discipline with substantial computational experience (especially in deep learning/NLP). Programming skills in Python
and/or Julia are essential. Knowledge of state-of-the-art NLP/text mining methods and/or deep learning frameworks (e.g. TensorFlow, PyTorch) is advantageous but not required.</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:Helvetica;color:#333333;background:white">Interested individuals should email a curriculum vitae and a brief statement of research interests to Dr. Hualou Liang at<span class="apple-converted-space"> </span></span><span style="color:black"><a href="mailto:hualou.liang@drexel.edu"><span style="font-family:Helvetica;color:#954F72;background:white">hualou.liang@drexel.edu</span></a></span><span style="font-family:Helvetica;color:#333333;background:white">.</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">Hualou Liang, PhD</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">Professor</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">School of Biomedical Engineering</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">Drexel University</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">3141 Chestnut Street</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">Philadelphia, PA 19104</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black"> </span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">Tel: (215) 571-3706</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">Fax: (215) 895-4983</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black"><a href="mailto:hualou.liang@drexel.edu" title="mailto:hualou.liang@drexel.edu"><span style="color:#0563C1">hualou.liang@drexel.edu</span></a></span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black"><a href="https://na01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.biomed.drexel.edu%2Flabs%2Fliang%2F&data=02%7C01%7Chl374%40drexel.edu%7C2106906b5dc94c869c2908d685e41b35%7C3664e6fa47bd45a696708c4f080f8ca6%7C0%7C0%7C636843612086169095&sdata=GVmFtVvqu79OzpvTzj21BvrFOWhTm5FxCEK%2FNKWRCDw%3D&reserved=0"><span style="color:#0563C1">http://www.biomed.drexel.edu/labs/liang/</span></a></span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">Mailing address:</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">Monell Building</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">3508 Market Street</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">Suite 100</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-family:"Times New Roman",serif;color:black">Philadelphia, PA 19104</span><span style="color:black"><o:p></o:p></span></p>
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