Learning disentangled representations in the imaging domain von Liu, Xiao, Sanchez, Pedro, Thermos, Spyridon, O’Neil, Alison Q., Tsaftaris, Sotirios A.

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Causal machine learning for healthcare and precision medicine von Sanchez, Pedro, Voisey, Jeremy P, Xia, Tian, Watson, Hannah I, O'Neil, Alison Q, Tsaftaris, Sotirios A

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Compositionally Equivariant Representation Learning von Liu, Xiao, Sanchez, Pedro, Thermos, Spyridon, O'Neil, Alison Q., Tsaftaris, Sotirios A.

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Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models von Vilouras, Konstantinos, Sanchez, Pedro, O'Neil, Alison Q., Tsaftaris, Sotirios A.

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Survey: Leakage and Privacy at Inference Time von Jegorova, Marija, Kaul, Chaitanya, Mayor, Charlie, O'Neil, Alison Q., Weir, Alexander, Murray-Smith, Roderick, Tsaftaris, Sotirios A.

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Anti-SOD1 Nanobodies That Stabilize Misfolded SOD1 Proteins Also Promote Neurite Outgrowth in Mutant SOD1 Human Neurons von Kumar, Meenakshi Sundaram, Fowler-Magaw, Megan E, Kulick, Daniel, Boopathy, Sivakumar, Gadd, Del Hayden, Rotunno, Melissa, Douthwright, Catherine, Golebiowski, Diane, Yusuf, Issa, Xu, Zuoshang, Brown, Jr, Robert H, Sena-Esteves, Miguel, O'Neil, Alison L, Bosco, Daryl A

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The role of noise in denoising models for anomaly detection in medical images von Kascenas, Antanas, Sanchez, Pedro, Schrempf, Patrick, Wang, Chaoyang, Clackett, William, Mikhael, Shadia S., Voisey, Jeremy P., Goatman, Keith, Weir, Alexander, Pugeault, Nicolas, Tsaftaris, Sotirios A., O’Neil, Alison Q.

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Genetically Programmed In Vivo Packaging of Protein Cargo and Its Controlled Release from Bacteriophage P22 von O'Neil, Alison, Reichhardt, Courtney, Johnson, Benjamin, Prevelige, Peter E., Douglas, Trevor

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MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images von Zimmerer, David, Full, Peter M., Isensee, Fabian, Jager, Paul, Adler, Tim, Petersen, Jens, Kohler, Gregor, Ross, Tobias, Reinke, Annika, Kascenas, Antanas, Jensen, Bjorn Sand, O'Neil, Alison Q., Tan, Jeremy, Hou, Benjamin, Batten, James, Qiu, Huaqi, Kainz, Bernhard, Shvetsova, Nina, Fedulova, Irina, Dylov, Dmitry V., Yu, Baolun, Zhai, Jianyang, Hu, Jingtao, Si, Runxuan, Zhou, Sihang, Wang, Siqi, Li, Xinyang, Chen, Xuerun, Zhao, Yang, Marimont, Sergio Naval, Tarroni, Giacomo, Saase, Victor, Maier-Hein, Lena, Maier-Hein, Klaus

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Acute stroke CDS: automatic retrieval of thrombolysis contraindications from unstructured clinical letters von Cutforth, Murray, Watson, Hannah, Brown, Cameron, Wang, Chaoyang, Thomson, Stuart, Fell, Dickon, Dilys, Vismantas, Scrimgeour, Morag, Schrempf, Patrick, Lesh, James, Muir, Keith, Weir, Alexander, O'Neil, Alison Q

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Free energy calculations of ALS‐causing SOD1 mutants reveal common perturbations to stability and dynamics along the maturation pathway von Wells, Nicholas G. M., Tillinghast, Grant A., O'Neil, Alison L., Smith, Colin A.

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Assessing Machine Learning for Diagnostic Classification of Hypertension Types Identified by Ambulatory Blood Pressure Monitoring von Tran, Tran Quoc Bao, Lip, Stefanie, du Toit, Clea, Kalaria, Tejas Kumar, Bhaskar, Ravi K., O’Neil, Alison Q., Graff, Beata, Hoffmann, Michał, Szyndler, Anna, Polonis, Katarzyna, Wolf, Jacek, Reddy, Sandeep, Narkiewicz, Krzysztof, Dasgupta, Indranil, Dominiczak, Anna F., Visweswaran, Shyam, McCallum, Linsay, Padmanabhan, Sandosh

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In Silico Labeling: Predicting Fluorescent Labels in Unlabeled Images von Christiansen, Eric M., Yang, Samuel J., Ando, D. Michael, Javaherian, Ashkan, Skibinski, Gaia, Lipnick, Scott, Mount, Elliot, O’Neil, Alison, Shah, Kevan, Lee, Alicia K., Goyal, Piyush, Fedus, William, Poplin, Ryan, Esteva, Andre, Berndl, Marc, Rubin, Lee L., Nelson, Philip, Finkbeiner, Steven

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Templated Text Synthesis for Expert-Guided Multi-Label Extraction from Radiology Reports von Schrempf, Patrick, Watson, Hannah, Park, Eunsoo, Pajak, Maciej, MacKinnon, Hamish, Muir, Keith W., Harris-Birtill, David, O’Neil, Alison Q.

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Aggregated SOD1 causes selective death of cultured human motor neurons von Benkler, Chen, O’Neil, Alison L., Slepian, Susannah, Qian, Fang, Weinreb, Paul H., Rubin, Lee L.

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Material microenvironmental properties couple to induce distinct transcriptional programs in mammalian stem cells von Darnell, Max, O’Neil, Alison, Mao, Angelo, Gu, Luo, Rubin, Lee L., Mooney, David J.

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Evaluating the Impact on Clinical Task Efficiency of a Natural Language Processing Algorithm for Searching Medical Documents: Prospective Crossover Study von Park, Eunsoo H, Watson, Hannah I, Mehendale, Felicity V, O'Neil, Alison Q

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Developing a Dissociative Nanocontainer for Peptide Drug Delivery von Kelly, Patrick, Anand, Prachi, Uvaydov, Alexander, Chakravartula, Srinivas, Sherpa, Chhime, Pires, Elena, O'Neil, Alison, Douglas, Trevor, Holford, Mandë

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Tailored delivery of analgesic ziconotide across a blood brain barrier model using viral nanocontainers von Anand, Prachi, O’Neil, Alison, Lin, Emily, Douglas, Trevor, Holford, Mandë

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Using intracellular markers to identify a novel set of surface markers for live cell purification from a heterogeneous hIPSC culture von Paik, Elizabeth J., O’Neil, Alison L., Ng, Shi-Yan, Sun, Chicheng, Rubin, Lee L.

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