Workshop
Medical Imaging meets NeurIPS
Hervé Lombaert · Ben Glocker · Ender Konukoglu · Marleen de Bruijne · Aasa Feragen · Ipek Oguz · Jonas Teuwen

Sat Dec 14th 08:00 AM -- 06:45 PM @ West 301 - 305
Event URL: https://sites.google.com/view/med-neurips-2019 »

Medical imaging and radiology are facing a major crisis with an ever-increasing complexity and volume of data along an immense economic pressure. The current advances and widespread use of imaging technologies now overload the human capacity of interpreting medical images, dangerously posing a risk of missing critical patterns of diseases. Machine learning has emerged as a key technology for developing novel tools in computer aided diagnosis, therapy and intervention. Still, progress is slow compared to other fields of visual recognition, which is mainly due to the domain complexity and constraints in clinical applications, i.e., robustness, high accuracy and reliability.

“Medical Imaging meets NeurIPS” aims to bring researchers together from the medical imaging and machine learning communities to discuss the major challenges in the field and opportunities for research and novel applications. The proposed event will be the continuation of a successful workshop organized in NeurIPS 2017 and 2018 (https://sites.google.com/view/med-nips-2018). It will feature a series of invited speakers from academia, medical sciences and industry to give an overview of recent technological advances and remaining major challenges.

08:15 AM Opening Remarks (Talks) Hervé Lombaert, Ben Glocker, Ender Konukoglu, Marleen de Bruijne, Aasa Feragen, Ipek Oguz, Jonas Teuwen
08:30 AM Session 1 (Invited Talk + presentations) (Talks) Julia Schnabel, Rene Vidal, Daniel Sodickson, Leo Grady, René Vidal
10:30 AM Coffee Break + Poster Session (Posters)
Ben Glocker, Ilja Manakov, Aiham Taleb, Amir Abdi, Yifan Zhang, Farzad Khalvati, Paul Sajda, Ashish Sinha, Alexander Preuhs, Darko Stern, Sreyas Mohan, Tobi Olatunji, Francisco Romero, Anastasia Razdaibiedina, Wei-Hung Weng, Simon Kohl, David Zimmerer, Matthias Perkonigg, Johannes Hofmanninger, Liset Vazquez Romaguera, Arunava Chakravarty, Tomer Weiss, Alexej Gossmann, TUNG-I CHEN, Li Yao, Shadi Albarqouni, Dushyant Sahoo, Octavio Eleazar Martinez Manzanera, Hans Pinckaers, Mehmet Ufuk Dalmis, Anusua Trivedi, Jevgenij Gamper, Peter Gong, Nandinee Haq, Haraldur Hallgrimsson, Junlin Yang, Byunghwan Jeon, Alfredo De Goyeneche Macaya, Long Wang, Ke Wang, Melanie Garcia, Oleksii Sidorov, Christian Kames, Ravi Soni, Arijit Patra, Tarun Dutt, Karsten Roth, Jon Tamir, Abdullah-Al-Zubaer Imran, SUBBAREDDY OOTA, Lawrence Schobs, Fabian Eitel, Shihao Jin, Shreyas Fadnavis, Sumeet Shinde, David Ruhe, Johannes C. Paetzold, Aakash Kaku, Pamela Douglas, Reinhard Heckel
11:00 AM Session 2 (Invited Talk + presentations) (Talks)
12:30 PM Lunch (Break)
01:30 PM Session 3 (Invited Talk + presentations) (Talks)
03:00 PM Coffee Break + Poster Session (Posters)
Xueqing Liu, Richika Sharan, Purang Abolmaesumi, Niki Parmar, Ming Lei, Stratis Gavves, SAP Machine Nabi, Ernest Namdar, Po-Hsuan Cameron Chen, Miti Modi, Sid Fels, Alex Rauscher, Yeqing Li, Albert Chung, Ozan Oktay, Karthik Gopinath, Raghav Selvan, Sukesh Adiga Vasudeva, Eric Poblenz, Vassilis Baltatzis, Ying Wei, Jeevaa Velayutham, Eleftherios Garyfallidis, Sam Ellis, Parmeet Bhatia, Jeffrey Galitz, Matthew Muckley, Yuannan Cai, G N Srinivasa Prasanna
03:30 PM Session 4 (Invited Talk + presentations) (Talks)
05:00 PM fastMRI Challenge Talks (Talks) Nafissa Yakubova, Nicola Pezzotti, Puyang Wang, Larry Zitnick, Dimitrios Karkalousos, Shanhui Sun, Matthan Caan, Tullie Murrell
06:00 PM Closing Remarks (Talks)

Author Information

Hervé Lombaert (ETS Montreal)

Hervé is Associate Professor at ETS Montreal, Canada and Affiliated Research Scientist at Inria, France - His research interests are in Statistics on Shapes, Data & Medical Images. He had the chance to work in multiple centers, including Microsoft Research (Cambridge, UK), Siemens Corporate Research (Princeton, NJ), Inria Sophia-Antipolis (France), McGill University (Canada), and Polytechnique Montreal (Canada). He is also a recipient of the François Erbsmann Prize, a top prize in Medical Image Analysis, earned a Best Thesis Award at Polytechnique Montreal, as well as several other prizes and fellowships - Hervé co-organized several workshops and special sessions in major international conferences, including NIPS and ICML, on Medical Image Analysis.

Ben Glocker (Imperial College London)
Ender Konukoglu (ETH Zurich)
Marleen de Bruijne (Erasmus MC/University of Copenhagen)
Aasa Feragen (University of Copenhagen, Denmark)
Ipek Oguz (Vanderbilt University)
Jonas Teuwen (Radboud University Medical Center / Netherlands Cancer Institute)

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