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1

A Shared Vision for Machine Learning in Neuroscience

Vu, Mai-Anh T., Adali, Tulay, Ba, Demba, Buzsaki, Gyorgy, Carlson, David, Heller, Katherine, Liston, Conor, Rudin, Cynthia, Sohal, Vikaas, Widge, Alik S., Mayberg, Helen S., Sapiro, Guillermo, Dzirasa

Journal:

Journal of Neuroscience

Year:

2018

Language:

english

File:

PDF, 442 KB

english, 2018

2

Objective Measures of Swallowing Function Applied to the Dysphagia Population: A One Year Experience

Kendall, Katherine A., Ellerston, Julia, Heller, Amanda, Houtz, Daniel R., Zhang, Chong, Presson, Angela P.

Journal:

Year:

2016

Language:

english

File:

PDF, 509 KB

english, 2016

3

Compact Differences of Composition Operators in Several Variables

Katherine Heller, Barbara D. MacCluer, Rachel J. Weir

Journal:

Integral Equations and Operator Theory

Year:

2011

Language:

english

File:

PDF, 293 KB

english, 2011

4

Growing a list

Benjamin Letham, Cynthia Rudin, Katherine A. Heller

Journal:

Data Mining and Knowledge Discovery

Year:

2013

Language:

english

File:

PDF, 372 KB

english, 2013

5

[ACM Press the 22nd international conference - Bonn, Germany (2005.08.07-2005.08.11)] Proceedings of the 22nd international conference on Machine learning - ICML '05 - Bayesian hierarchical clustering

Heller, Katherine A., Ghahramani, Zoubin

Year:

2005

File:

PDF, 923 KB

2005

6

Executive Function Deficits in Daily Life Prospectively Predict Increases in Depressive Symptoms

Letkiewicz, Allison M., Miller, Gregory A., Crocker, Laura D., Warren, Stacie L., Infantolino, Zachary P., Mimnaugh, Katherine J., Heller, Wendy

Journal:

Cognitive Therapy and Research

Year:

2014

Language:

english

File:

PDF, 218 KB

english, 2014

7

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - Statistical models for partial membership

Heller, Katherine A., Williamson, Sinead, Ghahramani, Zoubin

Year:

2008

Language:

english

File:

PDF, 1.65 MB

english, 2008

8

[IEEE 2016 IEEE 16th International Conference on Data Mining (ICDM) - Barcelona, Spain (2016.12.12-2016.12.15)] 2016 IEEE 16th International Conference on Data Mining (ICDM) - Triply Stochastic Variational Inference for Non-linear Beta Process Factor Analysis

Fan, Kai, Zhang, Yizhe, Henao, Ricardo, Heller, Katherine

Year:

2016

Language:

english

File:

PDF, 943 KB

english, 2016

9

Composition Operators with Monomial Symbol Acting on Weighted Hardy Spaces

Heller, Katherine C., Pons, Matthew A.

Journal:

Mediterranean Journal of Mathematics

Year:

2018

Language:

english

File:

PDF, 497 KB

english, 2018

10

Ketamine Anesthesia Does Not Improve Depression Scores in Electroconvulsive Therapy

Carspecken, Charles William, Borisovskaya, Anna, Lan, Shu-Tsui, Heller, Katherine, Buchholz, Jonathan, Ruskin, David, Rozet, Irene

Journal:

Journal of Neurosurgical Anesthesiology

Year:

2018

Language:

english

File:

PDF, 248 KB

english, 2018

11

Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, single-site study

Corey, Kristin M., Kashyap, Sehj, Lorenzi, Elizabeth, Lagoo-Deenadayalan, Sandhya A., Heller, Katherine, Whalen, Krista, Balu, Suresh, Heflin, Mitchell T., McDonald, Shelley R., Swaminathan, Madhav, S

Journal:

Year:

2018

Language:

english

File:

PDF, 2.07 MB

english, 2018

12

[IEEE 2019 IEEE International Conference on Multimedia and Expo (ICME) - Shanghai, China (2019.7.8-2019.7.12)] 2019 IEEE International Conference on Multimedia and Expo (ICME) - InverseNet: Solving Inverse Problems of Multimedia Data with Splitting Networks

Wei, Qi, Fan, Kai, Wang, Wenlin, Zheng, Tianhang, Amit, Chakraborty, Heller, Katherine, Chen, Changyou, Ren, Kui

Year:

2019

Language:

english

File:

PDF, 739 KB

english, 2019

13

Do no harm: a roadmap for responsible machine learning for health care

Wiens, Jenna, Saria, Suchi, Sendak, Mark, Ghassemi, Marzyeh, Liu, Vincent X., Doshi-Velez, Finale, Jung, Kenneth, Heller, Katherine, Kale, David, Saeed, Mohammed, Ossorio, Pilar N., Thadaney-Israni, S

Journal:

Nature Medicine

Year:

2019

File:

PDF, 848 KB

2019

14

Imaging electrons in a magnetic field

Katherine E. Aidala, Robert E. Parrott, E.J. Heller, R.M. Westervelt

Journal:

Physica E: Low-dimensional Systems and Nanostructures

Year:

2006

Language:

english

File:

PDF, 258 KB

english, 2006

15

Imaging magnetic focusing of coherent electron waves

Aidala, Katherine E., Parrott, Robert E., Kramer, Tobias, Heller, E. J., Westervelt, R. M., Hanson, M. P., Gossard, A. C.

Journal:

Year:

2007

Language:

english

File:

PDF, 478 KB

english, 2007

16

Adjoints of linear fractional composition operators on

Katherine Heller

Journal:

Journal of Mathematical Analysis and Applications

Year:

2012

Language:

english

File:

PDF, 271 KB

english, 2012

17

R/BHC: fast Bayesian hierarchical clustering for microarray data

Richard S Savage, Katherine Heller, Yang Xu, Zoubin Ghahramani, William M Truman, Murray Grant, Katherine J Denby, David L Wild

Journal:

BMC Bioinformatics

Year:

2009

Language:

english

File:

PDF, 1.03 MB

english, 2009

18

Self-Assembly of Isomeric Monofunctionalized Thiophenes

Heller, Laura E., Whitleigh, Julianne, Roth, Danielle F., Oherlein, Elisabeth M., Lucci, Felicia R., Kolonko, Kristopher J., Plass, Katherine E.

Journal:

Year:

2012

Language:

english

File:

PDF, 977 KB

english, 2012

19

Intravenous Busulfan and Melphalan, Tacrolimus, and Short-Course Methotrexate Followed by Unmodified HLA-Matched Related or Unrelated Hematopoietic Stem Cell Transplantation for the Treatment of Advanced Hematologic Malignancies

Trudy N. Small, James W. Young, Hugo Castro-Malaspina, Susan Prockop, Andrew Wilton, Glenn Heller, Farid Boulad, Michelle Chiu, Katherine Hsu, Ann Jakubowski, Nancy A. Kernan, Miguel-Angel Perales, Ri

Journal:

Biology of Blood and Marrow Transplantation

Year:

2007

Language:

english

File:

PDF, 297 KB

english, 2007

20

P11. Fly to mouse: A new approach to cancer metastasis

Emanuela Heller, Marcos Vidal, Lorena Salavaggione, Lourdes Ylagan, Mark Watson, Mark Wilkins, Jill Fink, Ross Cagan, Katherine Weilbaecher

Journal:

Cancer Treatment Reviews

Year:

2008

Language:

english

File:

PDF, 40 KB

english, 2008

21

Acute effects of single and repeated electroconvulsive therapy on plasma catecholamines and blood pressure in major depressive disorder

J.John Mann, Alan Z.A. Manevitz, Jaw-Sy Chen, Katherine S. Johnson, Erica F. Adelsheimer, Renee Azima-Heller, Anthony Massina, Philip J. Wilner

Journal:

Psychiatry Research

Year:

1990

Language:

english

File:

PDF, 788 KB

english, 1990

22

Modeling the spread of the Argentine ant into natural areas: Habitat suitability and spread from neighboring sites

Fitzgerald, Katherine, Heller, Nicole, Gordon, Deborah M.

Journal:

Ecological Modelling

Year:

2012

Language:

english

File:

PDF, 684 KB

english, 2012

23

Isometric composition operators on the analytic Besov spaces

Allen, Robert F., Heller, Katherine C., Pons, Matthew A.

Journal:

Journal of Mathematical Analysis and Applications

Year:

2014

Language:

english

File:

PDF, 244 KB

english, 2014

24

Compact differences of composition operators on weighted Dirichlet spaces

Allen, Robert F., Heller, Katherine C., Pons, Matthew A.

Journal:

Central European Journal of Mathematics

Year:

2014

Language:

english

File:

PDF, 871 KB

english, 2014

25

Low-dose methotrexate therapy for cutaneous vasculitis of rheumatoid arthritis

Upchurch, Katherine S., Heller, Kim, Bress, Norman M.

Journal:

Journal of the American Academy of Dermatology

Year:

1987

Language:

english

File:

PDF, 1.23 MB

english, 1987

26

Clinical and pathologic presentation in Parkinson's disease by apolipoprotein e4 allele status

Monsell, Sarah E., Besser, Lilah M., Heller, Katherine B., Checkoway, Harvey, Litvan, Irene, Kukull, Walter A.

Journal:

Parkinsonism & Related Disorders

Year:

2014

Language:

english

File:

PDF, 360 KB

english, 2014

27

Author index

Monsell, Sarah E., Besser, Lilah M., Heller, Katherine B., Checkoway, Harvey, Litvan, Irene, Kukull, Walter A.

Journal:

Biochimica et Biophysica Acta (BBA) - General Subjects

Year:

1978

Language:

english

File:

PDF, 275 KB

english, 1978

28

Genome sequencing provides insight into the reproductive biology, nutritional mode and ploidy of the fern pathogen Mixia osmundae

Toome, Merje, Ohm, Robin A., Riley, Robert W., James, Timothy Y., Lazarus, Katherine L., Henrissat, Bernard, Albu, Sebastian, Boyd, Alexander, Chow, Julianna, Clum, Alicia, Heller, Gregory, Lipzen, An

Journal:

New Phytologist

Year:

2014

Language:

english

File:

PDF, 474 KB

english, 2014

29

Small-Angle X-ray Scattering Study of Photosystem I−Detergent Complexes: Implications for Membrane Protein Crystallization

O'Neill, Hugh, Heller, William T., Helton, Katherine E., Urban, Volker S., Greenbaum, Elias

Journal:

Journal of Physical Chemistry B

Year:

2007

Language:

english

File:

PDF, 182 KB

english, 2007

30

Bayesian modeling of flexible cognitive control

Jiang, Jiefeng, Heller, Katherine, Egner, Tobias

Journal:

Neuroscience & Biobehavioral Reviews

Year:

2014

Language:

english

File:

PDF, 1.17 MB

english, 2014

31

Comparing nebulized water versus saline after laryngeal desiccation challenge in Sjögren's Syndrome

Tanner, Kristine, Roy, Nelson, Merrill, Ray M., Kendall, Katherine, Miller, Karla L., Clegg, Daniel O., Heller, Amanda, Houtz, Daniel R., Elstad, Mark

Journal:

The Laryngoscope

Year:

2013

Language:

english

File:

PDF, 192 KB

english, 2013

32

Evaluation of therapeutic phenobarbital concentrations and application of a classification system for seizures in cats: 30 cases (2004–2013)

Finnerty, Katherine E., Heller, Heidi L. Barnes, Mercier, Miyu N., Giovanella, Carley J., Lau, Vivian W., Rylander, Helena

Journal:

Journal of the American Veterinary Medical Association

Year:

2014

Language:

english

File:

PDF, 248 KB

english, 2014

33

Tu1364 Treatment With Anakinra, a Recombinant IL-1 Receptor Antagonist, Unlikely to Induce Lasting Remission in Patients With CGD Colitis

Hahn, Katherine, Ho, Nancy, Holland, Steven M., Malech, Harry L., Heller, Theo, Zerbe, Christa

Journal:

Gastroenterology

Year:

2015

Language:

english

File:

PDF, 75 KB

english, 2015

34

Types of Maternal Hypertensive Disease and Their Association with Pathologic Lesions and Clinical Factors

Maloney, Katherine F., Heller, Debra, Baergen, Rebecca N.

Journal:

Fetal and Pediatric Pathology

Year:

2012

Language:

english

File:

PDF, 133 KB

english, 2012

35

Treatment With Anakinra, a Recombinant IL-1 Receptor Antagonist, Unlikely to Induce Lasting Remission in Patients With CGD Colitis

Hahn, Katherine J, Ho, Nancy, Yockey, Lynne, Kreuzberg, Samantha, Daub, Janine, Rump, Amy, Marciano, Beatriz E, Quezado, Martha, Malech, Harry L, Holland, Steven M, Heller, Theo, Zerbe, Christa S

Journal:

American Journal of Gastroenterology

Year:

2015

Language:

english

File:

PDF, 88 KB

english, 2015

36

Cerebral amyloid angiopathy and its co-occurrence with Alzheimer's disease and other cerebrovascular neuropathologic changes

Brenowitz, Willa D., Nelson, Peter T., Besser, Lilah M., Heller, Katherine B., Kukull, Walter A.

Journal:

Neurobiology of Aging

Year:

2015

Language:

english

File:

PDF, 679 KB

english, 2015

37

Endemic mycoses in patients with STAT3-mutated hyper-IgE (Job) syndrome

Odio, Camila D., Lee Milligan, Ki, McGowan, Katherine, Rudman Spergel, Amanda K., Bishop, Rachel, Boris, Lisa, Urban, Amanda, Welch, Pamela, Heller, Theo, Kleiner, David, Jackson, Mary Anne, Holland,

Journal:

Journal of Allergy and Clinical Immunology

Year:

2015

Language:

english

File:

PDF, 573 KB

english, 2015

38

An insula-frontostriatal network mediates flexible cognitive control by adaptively predicting changing control demands

Jiang, Jiefeng, Beck, Jeffrey, Heller, Katherine, Egner, Tobias

Journal:

Nature Communications

Year:

2015

Language:

english

File:

PDF, 1.25 MB

english, 2015

39

RANKING RELATIONS USING ANALOGIES IN BIOLOGICAL AND INFORMATION NETWORKS

Ricardo Silva, Katherine Heller, Zoubin Ghahramani and Edoardo M. Airoldi

Journal:

The Annals of Applied Statistics

Year:

2010

Language:

english

File:

PDF, 2.72 MB

english, 2010

40

[ACM Press the 21th ACM SIGKDD International Conference - Sydney, NSW, Australia (2015.08.10-2015.08.13)] Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15 - Hierarchical Graph-Coupled HMMs for Heterogeneous Personalized Health Data

Fan, Kai, Eisenberg, Marisa, Walsh, Alison, Aiello, Allison, Heller, Katherine

Year:

2015

Language:

english

File:

PDF, 2.77 MB

english, 2015

41

THE NATIONAL ALZHEIMER'S COORDINATING CENTER MRI DATABASE

Heller, Katherine Bristow, DeCarli, Charles, Beekly, Duane, Besser, Lilah M., Bollenbeck, Mark, Wu, Joylee, Carmichael, Owen Thomas, Phelps, Creighton H., Kukull, Walter

Journal:

Alzheimer's & Dementia

Year:

2014

Language:

english

File:

PDF, 328 KB

english, 2014

42

MILD COGNITIVE IMPAIRMENT AMONG PARKINSON'S DISEASE SUBJECTS IN THE UNIFORM DATA SET

Besser, Lilah M., Monsell, Sarah E., Heller, Katherine, Litvan, Irene, Kukull, Walter

Journal:

Alzheimer's & Dementia

Year:

2014

Language:

english

File:

PDF, 177 KB

english, 2014

43

THE NATIONAL ALZHEIMER'S COORDINATING CENTER MRI DATABASE

Heller, Katherine B., DeCarli, Charles, Beekly, Duane, Besser, Lilah M., Bollenbeck, Mark, Wu, Joylee, Carmichael, Owen Thomas, Phelps, Creighton H., Kukull, Walter

Journal:

Alzheimer's & Dementia

Year:

2014

Language:

english

File:

PDF, 50 KB

english, 2014

44

Development of an Electronic Documentation System for Voice Therapy: A New Teaching and Clinical Research Tool

Heller Murray, Elizabeth S., Girouard, Katherine L., Cler, Meredith J., Stepp, Cara E.

Journal:

Perspectives of the ASHA Special Interest Groups

Year:

2016

Language:

english

File:

PDF, 511 KB

english, 2016

45

Accelerated Oxidations of Polyisoprene. II. Effects of Hydrazines, Sulfur Compounds, and Phenyl-β-Napthylamine in Solution

Mayo, Frank R., Heller, J., Walrath, R. L., Irwin, Katherine C.

Journal:

Rubber Chemistry and Technology

Year:

1968

File:

PDF, 356 KB

1968

46

Ranking relations using analogies in biological and information networks

Silva, Ricardo, Heller, Katherine, Ghahramani, Zoubin, Airoldi, Edoardo M.

Journal:

The Annals of Applied Statistics

Year:

2010

Language:

english

File:

PDF, 465 KB

english, 2010

47

Electrophysiological evidence of the time course of attentional bias in non-patients reporting symptoms of depression with and without co-occurring anxiety

Sass, Sarah M., Heller, Wendy, Fisher, Joscelyn E., Silton, Rebecca L., Stewart, Jennifer L., Crocker, Laura D., Edgar, J. Christopher, Mimnaugh, Katherine J., Miller, Gregory A.

Journal:

Frontiers in Psychology

Year:

2014

Language:

english

File:

PDF, 814 KB

english, 2014

48

Relative impacts of light, temperature, and reactive oxygen on thaumarchaeal ammonia oxidation in the North Pacific Ocean

Horak, Rachel E. A., Qin, Wei, Bertagnolli, Anthony D., Nelson, Alexa, Heal, Katherine R., Han, Hantten, Heller, Maija, Schauer, Andrew J., Jeffrey, Wade H., Armbrust, E. Virginia, Moffett, James W.,

Journal:

Limnology and Oceanography

Year:

2017

Language:

english

File:

PDF, 962 KB

english, 2017

49

Patterns of Marijuana Use in a 6-Month Pain Management Sample in the United States

Smiley-McDonald, Hope M, Moore, Katherine N, Heller, David C, Ropero-Miller, Jeri D, McIntire, Gregory L, Wallace, Frank N

Journal:

Substance Abuse Research and Treatment

Year:

2017

Language:

english

File:

PDF, 225 KB

english, 2017

50

Improving Instructions to Stop the Bleed

Forsyth, Katherine L., Lowndes, Bethany R., Prytz, Erik, Jonson, Carl-Oscar, Sztajnkrycer, Matthew D., Heller, Stephanie F., Hallbeck, M. Susan, Blocker, Renaldo C.

Journal:

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Year:

2017

Language:

english

File:

PDF, 1.99 MB

english, 2017