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Murphy Lab
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Carnegie Mellon University
Lane Center for Computational Biology
Center for Bioimage Informatics
Biological Sciences Department
Biomedical Engineering Department
Machine Learning Department
MBIC
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Robert F. Murphy's Research Publications
BOOKS
- Applications of Fluorescence in the Biomedical Sciences (1986)
D. L. Taylor, A. S. Waggoner, R. F. Murphy, F. Lanni, R. Birge
(eds.), Alan R. Liss, Inc., New York.
- Endosomes and Lysosomes: A Dynamic Relationship (1993) B.
Storrie and R. F. Murphy (eds.), JAI Press.
PUBLICATIONS
- R. F. Murphy and J. Bonner (1975). Alkaline Extraction of
Non-Histone Proteins from Rat Liver Chromatin. Biochim. Biophys.
Acta 405:62-66.
- J. M. Gottesfeld, R. F. Murphy and J. Bonner (1975). Structure
of Transcriptionally Active Chromatin. Proc. Natl. Acad. Sci.
USA 72:4404-4408.
- R. B. Wallace, T. D. Sargent, R. F. Murphy and J. Bonner (1977).
Physical Properties of Chemically Acetylated Rat Liver Chromatin.
Proc. Natl. Acad. Sci. USA 74:3244-3248.
- J. Bonner, R. B. Wallace, T. D. Sargent, R. F. Murphy and
S. K. Dube (1977). The Expressed Portion of Eukaryotic Chromatin.
Cold Spring Harbor Symp. Quant. Biol. 42:851-857.
- R. F. Murphy, R. B. Wallace and J. Bonner (1978). Altered
Nucleosome Spacing in Newly Replicated Chromatin from Friend Leukemia
Cells. Proc. Natl. Acad. Sci. USA 75:5903-5907.
- R. B. Wallace, J. Schaeffer, R. F. Murphy, T. Hirosa, K. Itakura
and J. Bonner (1979). Hybridization of Synthetic Oligodeoxyribonucleotides
to fX174 DNA: The Effect of
Single Base Pair Mismatch. Nucleic Acids Res. 6:3543-3557.
- R. F. Murphy, W. R. Pearson and J. Bonner (1979). Computer
Programs for Analysis of Nucleic Acid Hybridization, Thermal Denaturation
and Gel Electrophoresis Data. Nucleic Acids Res. 6:3911-3921.
- R. F. Murphy, R. B. Wallace and J. Bonner (1980). Isolation
of Newly-Replicated Chromatin by Using Shallow Metrizamide Gradients.
Proc. Natl. Acad. Sci. USA 77:3336-3340.
- R. F. Murphy (1980). Chromosomal Protein-DNA Interactions.
Doctoral Thesis. California Institute of Technology.
- R. F. Murphy, J. R. Daban and C. R. Cantor (1981). Flow Cytofluorometric
Analysis of the Nuclear Division Cycle of Physarum Polycephalum
Plasmodia. Cytometry 2:26-30.
- R. F. Murphy, E. D. Jorgensen and C. R. Cantor (1982). Kinetics
of Histone Endocytosis in Chinese Hamster Ovary Cells: A Flow
Cytofluorometric Analysis. J. Biol. Chem. 257:1695-1701.
- R. F. Murphy, S. Powers, M. Vderame, C. R. Cantor and R.
Pollack (1982). Flow Cytofluorometric Analysis of Insulin Binding
and Internalization by Swiss 3T3 Cells. Cytometry 2:402-406.
- R. Haas, R. F. Murphy and C. R. Cantor (1982). Testing Models
of the Arrangement of DNA Inside Bacteriophage Lambda by Crosslinking
the Packaged DNA. J. Mol. Biol. 159:71-92.
- P. L. McNeil, R. F. Murphy, F. Lanni and D. L. Taylor (1984).
A Method for Incorporating Macromolecules into Adherent Cells.
J. Cell Biol. 98:1556-1564.
- R. F. Murphy, S. Powers and C. R. Cantor (1984). Endosome
pH Measured in Single Cells by Dual Fluorescence Flow Cytometry:
Rapid Acidification of Insulin to pH 6. J. Cell Biol. 98:1757-1762.
- R. F. Murphy, S. Powers, C. R. Cantor and R. Pollack (1984).
Reduced Insulin Endocytosis in Serum Transformed Fibroblasts Demonstrated
by Flow Cytometry. Cytometry 5:275-280.
- W. Hiddemann, J. Schumann, M. Andreeff, B. Barlogie, C. J.
Herman, R. C. Leif, B. H. Mayall, R. F. Murphy, A. A. Sandberg
(1984). Convention on Nomenclature for DNA Cytometry. Cytometry
5:445-446.
- R. F. Murphy and T. M. Chused (1984). A Proposal for a Flow
Cytometric Data File Standard. Cytometry 5:553-555.
- R. F. Murphy, D. B. Tse, C. R. Cantor and B. Pernis (1984).
Acidification of Internalized Class I MHC Antigen by T Lymphoblasts.
Cell. Immunol. 88:336-342.
- R. F. Murphy, E. Bisaccia, C. R. Cantor, C. Berger and R.
L. Edelson (1984). Internalization and Acidification of Insulin
by Activated Human Lymphocytes. J. Cell. Physiol. 121:351-356.
- P. L. Wollenzien, C. F. Hui, C. Kang, R. F. Murphy and C.
R. Cantor (1984) RNA structure, Free and on the Ribosome, as Revealed
by Chemical and Enzymatic Studies. In: Mechanisms of Protein
Synthesis, Bermek, (ed.), Springer-Verlag, Berlin.
- P. L. McNeil, A. L. Kennedy, A. S. Waggoner, D. L. Taylor
and R. F. Murphy (1985). Light Scattering Changes During Chemotactic
Stimulation of Human Neutrophils: Kinetics Followed by Flow Cytometry.
Cytometry 6:7-12.
- R. F. Murphy (1985). Automatic Identification of Subpopulations
in Flow Cytometric List Mode Data Using Cluster Analysis. Cytometry
6:302-309.
- P. L. Wollenzien, R. F. Murphy, C. R. Cantor, A. Expert-Bezancon
and D. H. Hayes (1985). Structure of the E. coli 16S rRNA. Psoralen
Crosslinks and N-Acetyl-N'-(p-Glyoxylylbenzoyl) Cystamine Crosslinks
Detected by Electron Microscopy. J. Mol. Biol. 184:67-80.
- C. R. Cantor, D. B. Tse, J. McDowell, R. Murphy, and B. Pernis
(1985). Internalization of Histocompatibility Antigens Studied
by Flow Cytometry. In: Cell Biology of the Major Histocompatibility
Complex, B. Pernis & H. J. Vogel (eds.), Academic Press,
New York, pp. 165-172.
- R. F. Murphy (1985). Analysis and Isolation of Endocytic Vesicles
by Flow Cytometry and Sorting: Demonstration of Three Kinetically
Distinct Compartments Involved in Fluid-Phase Endocytosis. Proc.
Natl. Acad. Sci. USA 82:8523-8526.
- M. Fechheimer, C. Denny, R. F. Murphy, and D. L. Taylor (1986).Measurement
of cytoplasmic pH in Dictyostelium discoideum by using a new method
for introducing macromolecules into living cells. Eur. J. Cell
Biol. 40:242-247.
- R. F. Murphy (1986). Flow Cytometry in Cell Biology. In: Applications
of Fluorescence in the Biomedical Sciences, D. L. Taylor,
A. S. Waggoner, R. F. Murphy, F. Lanni, R. Birge (eds.), Alan
R. Liss, Inc., New York, pp. 525-530.
- R. F. Murphy and M. Roederer (1986). Flow Cytometric Analysis
of Endocytic Pathways. In: Applications of Fluorescence in
the Biomedical Sciences, D. L. Taylor, A. S. Waggoner, R.
F. Murphy, F. Lanni, R. Birge (eds.), Alan R. Liss, Inc., New
York, pp. 545-566.
- C. C. Cain and R. F. Murphy (1986). Growth Inhibition of 3T3
Fibroblasts by Lysosomotropic Amines: Correlation with Effects
on Intravesicular pH but Not Vacuolation. J. Cell. Physiol.
129:65-70.
- M. Roederer and R. F. Murphy (1986). Cell-By-Cell Autofluorescence
Correction for Low Signal-to-Noise Systems: Application to EGF
Endocytosis by 3T3 Fibroblasts. Cytometry 7:558-565.
- M. Roederer, R. Bowser, and R. F. Murphy (1987). Kinetics
and Temperature Dependence of Exposure of Endocytosed Material
to Proteolytic Enzymes and Low pH: Evidence for a Maturation Model
for the Formation of Lysosomes. J. Cell. Physiol. 131:200-209.
- S. Taylor, M. Roederer, and R. F. Murphy (1987). Flow Cytometric
DNA Analysis of Adrenocortical Tumors in Children. Cancer 59:2059-2063.
- D. M. Sipe and R. F. Murphy (1987). High resolution kinetics
of transferrin acidification in Balb/c 3T3 cells: Exposure to
pH 6 followed by temperature-sensitive alkalinization during recycling.
Proc. Natl. Acad. Sci. USA 84:7119-7123.
- R. A. Preston, R. F. Murphy, and E. W. Jones (1987). Apparent
Endocytosis of FITC-Dextran by Saccharomyces cerevisiae Reflects
Uptake of Low Molecular Weight Impurities, not Dextran. J.
Cell Biol. 105:1981-1987.
- C. C. Cain and R. F. Murphy (1988). A Chloroquine-resistant
Swiss 3T3 Cell Line with a Defect in Late Endocytic Acidification.
J. Cell Biol. 106:269-277.
- S. Taylor, J. Blatt, J. Costantino, M. Roederer, and R. F.
Murphy (1988). Flow Cytometric DNA Analysis of Neuroblastoma and
Ganglioneuroma: a 10-year Retrospective Study. Cancer 62:749-754.
- R. F. Murphy (1988). Processing of Endocytosed Material. Adv.
Cell Biol. 2:159-180.
- C. C. Cain, D. M. Sipe and R. F. Murphy (1989). Regulation
of Endocytic pH by the Na+ /K+-ATPase in
Living Cells. Proc. Natl. Acad. Sci. USA 86:544-548.
- M. Roederer, R. W. Mays and R. F. Murphy (1989). Effect of
Confluence on Endocytosis by 3T3 Fibroblasts: Increased Rate of
Pinocytosis and Accumulation of Residual Bodies. Eur. J. Cell
Biol. 48:37-44.
- C. R. Abramowsky, S. R. Taylor, A. H. Anton, A. Berk, M. Roederer
and R. F. Murphy (1989). Flow Cytometry DNA Ploidy Analysis and
Catecholamine Secretion Profiles in Neuroblastoma. Cancer 63:1752-1756.
- R. B. Wilson and R. F. Murphy (1989). Flow Cytometric Analysis
of Endocytic Compartments. Methods Cell Biol. 31:293-317.
- R. F. Murphy (1989). Flow Cytometric Analysis of Ligand Binding
and Endocytosis. In: Microspectrofluorometry of Single Cells,
E. Kohen and J. G. Hirschberg (eds.), Academic Press, New York,
pp. 363-376.
- R. F. Murphy, M. Roederer, D. M. Sipe, C. Cain, and R. Bowser
(1989). Determination of the Biochemical Characteristics of Endocytic
Compartments by Flow Cytometric and Fluorometric Analysis of Cells
and Organelles. In: Flow Cytometry: Advanced Research and Clinical
Applications, Volume II, A. Yen (ed.), CRC Press, Boca Raton,
FL, pp. 221-254.
- R. A. Preston, R. F. Murphy and E. W. Jones (1989). Assay
of Vacuolar pH in Yeast and Identification of Acidification-defective
Mutants. Proc. Natl. Acad. Sci. USA 86:7027-7031.
- R. F. Murphy (1990). Ligand Binding, Endocytosis, and Processing.
In: Flow Cytometry and Sorting, Second Edition, M. R. Melamed,
T. Lindmo, M. L. Mendelsohn (eds.), Wiley-Liss, Inc., New York,
pp. 355-366.
- R. Bowser and R. F. Murphy (1990). Kinetics of Hydrolysis
of Endocytosed Substrates by Mammalian Cultured Cells: Early Introduction
of Lysosomal Enzymes into the Endocytic Pathway. J. Cell. Physiol.
143:110-117.
- M. Roederer, J. Barry, R. B. Wilson and R. F. Murphy (1990).
Endosomes Can Undergo an ATP-dependent Density Increase in the
Absence of Dense Lysosomes. Eur. J. Cell Biol. 51:229-234.
- P. N. Dean, C. B. Bagwell, T. Lindmo, R. F. Murphy, and G.
C. Salzman (1990). Data File Standard for Flow Cytometry. Cytometry
11:323-332.
- D. M. Sipe, A. Jesurum and R. F. Murphy (1991). Absence of
Na+,K+-ATPase Regulation of Endosomal pH
in K562 Erythroleukemia Cells: Analysis via Inhibition of Transferrin
Recycling by Low Temperatures. J. Biol. Chem. 266:3469-3474.
- D. M. Sipe and R. F. Murphy (1991). Binding to Cellular Receptors
Results in Increased Iron Release from Transferrin at Mildly Acidic
pH. J. Biol. Chem. 266:8002-8007.
[Copy as Word 97/98 document: high-resolution (1.5 MB)
low-resolution (856 KB)]
- C. C. Cain, R. B. Wilson and R. F. Murphy (1991). Isolation
by Fluorescence-Activated Cell Sorting of Chinese Hamster Ovary
Cell Lines with Pleiotropic, Temperature-Conditional Defects in
Receptor Recycling. J. Biol. Chem. 266:11746-11752.
- R. F. Murphy (1991). Maturation Models for Endosome and Lysosome
Biogenesis. Trends Cell Biol. 1:77-82.
- R. F. Murphy, M. Roederer, D. M. Sipe, C. C. Cain and R. B.
Wilson (1992). Endosomal pH Regulation and the Maturation Model
for Lysosome Biogenesis. In: Endocytosis: From Cell Biology
to Health, Disease and Therapy (Proceedings of the NATO Advanced
Research Workshop on Endocytosis), P. J. Courtoy (ed.), NATO ASI
Series H, Vol. 62, Springer Verlag, pp. 91-95.
- R. E. Valdes-Perez, H. A. Simon, and R. F. Murphy (1992) Discovery
of pathways in science. In: Proceedings of the ML92 Workshop
on Machine Discovery, J. Zytkow (ed.), Aberdeen, Scotland,
pp. 51-57.
- R. F. Murphy (1992) Scatchard analysis by flow cytometry.
In: Flow Cytometry and Cell Sorting, A. Radbruch (ed.),
Springer Verlag, Berlin, pp. 59-62.
- R. F. Murphy (1992) Ligand acidification by non-adherent cells.
In: Flow Cytometry and Cell Sorting, A. Radbruch (ed.),
Springer Verlag, Berlin, pp. 124-129.
- S. A. Brockman and R. F. Murphy (1993) Endosomal and Lysosomal
Hydrolases. In: Biological Barriers to Protein Delivery
(Pharmaceutical Biotechnology, Vol. 4), K. L. Audus and T. J.
Raub (eds.), Plenum Press, New York, pp. 51-70.
- R. F. Murphy (1993) Models of Endosome and Lysosome Traffic.
Adv. Cell Mol. Biol. Memb. 1:1-17.
- R. F. Murphy, J. Schmid and R. Fuchs (1993) Endosome maturation:
Insights from somatic cell genetics and cell-free analysis. Biochem.
Soc. Trans. 21:716-720.
- R. B. Wilson, C. C. Mastick and R. F. Murphy (1993). A Chinese
Hamster Ovary Cell Line with a Temperature-Conditional Defect
in Receptor Recycling is Pleiotropically Defective in Lysosome
Biogenesis. J. Biol. Chem. 268:25357-25363.
- M. Bucci, T. W. Moyer, C. M. Brown, R. B. Wilson and R. F.
Murphy (1994). The receptor-recycling and lysosome biogenesis
mutant TfT1.11 belongs to a new complementation group, End6. Somatic
Cell Mol. Genet. 20:47-54.
- S. A. Brockman and R. F. Murphy (1994). Isolation and Analysis
of Somatic Cell Mutants with Defects in Endocytic Traffic. Methods
Cell Biol. 42:131-148.
- L.C. Seamer, C.B. Bagwell, L. Barden, D. Redelman, G.C. Salzman,
J.C. Wood, R.F. Murphy (1997). Proposed new data file standard
for flow cytometry, version FCS 3.0. Cytometry 28:118-122.
- S. L. Rybak, F. Lanni and R. F. Murphy (1997). Theoretical
considerations on the role of membrane potential in the regulation
of endosomal pH. Biophys. J. 73:674-687.
[Article at BJ web site]
[Project Description]
- M. V. Boland, M. K. Markey and R. F. Murphy (1997) Automated
Classification of Cellular Protein Localization Patterns Obtained
via Fluorescence Microscopy. Proceedings of the 19th Annual International
Conference of the IEEE Engineering in Medicine and Biology Society,
pp. 594-597.
[Project Description]
- M. V. Boland and R. F. Murphy (1998) Multivariate Analysis.
In: Current Protocols in Cytometry, pp. 10.8.1-10.8.21.
- S. L. Rybak and R. F. Murphy (1998) Primary Cell Cultures
from Murine Kidney and Heart Differ in Endosomal pH. J. Cell.
Physiol. 176:216-222.
- M. V. Boland, M. K. Markey and R. F. Murphy (1998) Automated
Recognition of Patterns Characteristic of Subcellular Structures
in Fluorescence Microscopy Images. Cytometry 33: 366-375.
[Project Description]
[Dataset Download]
- N. Bayer, D. Schober, E. Prchla, R. F. Murphy, D. Blass, and
R. Fuchs (1998) Effect of bafilomycin A1 and nocodazole on endocytic
transport in HeLa cells: Implications for viral uncoating and
infection. J. Virol. 72: 9645-55.
- D. Schober, N. Bayer, R.F. Muphy, E. Wagner, and R. Fuchs (1999).
Establishment of an assay to determine adenovirus-induced endosome rupture
required for receptor-mediated gene delivery. Gene Therapy Mol. Biol.
3:1-9.
- M. K. Markey, M. V. Boland and R. F. Murphy (1999). Towards
Objective Selection of Representative Microscope Images. Biophys.
J. 76:2230-2237.
[Article at BJ web site]
[Project Description]
- M. V. Boland and R. F. Murphy (1999). Automated analysis of patterns
in fluorescence-microscope images. Trends Cell. Biol. 9(5): 201-202.
- R. F. Murphy and M. V. Boland (1999). Pattern Analysis Meets Cell
Biology. Microsc. Microanal. 5 (Suppl. 2: Proceedings): 510-511.
- M. V. Boland and R. F. Murphy (1999). After Sequencing:
Quantitative Analysis of Protein Localization.
IEEE Eng. Med. Biol. Mag. 18(5): 115-119.
- R. F. Murphy (1999). Scatchard analysis by flow cytometry.
In: Flow Cytometry and Cell Sorting, 2nd Ed., A. Radbruch (ed.),
Springer Verlag, Berlin, pp. 82-85.
- R. F. Murphy (1999). Ligand acidification by non-adherent cells. In:
Flow Cytometry and Cell Sorting, 2nd Ed., A. Radbruch (ed.),
Springer Verlag, Berlin, pp. 186-193.
- S. L. Rybak and R. F. Murphy (2000). Measurement of Ligand
Acidification Kinetics for Adherent and Non-Adherent Cells. In:
In Living Color: Protocols in Flow Cytometry and Cell Sorting
(R. Diamond and S. DeMaggio, eds.), pp. 496-523.
- R. F. Murphy, M. V. Boland and M. Velliste (2000). Towards a
Systematics for Protein Subcellular Location: Quantitative Description
of Protein Localization Patterns and Automated Analysis of Fluorescence
Microscope Images. Proc Int Conf Intell Syst Mol Biol (ISMB 2000) 8: 251-259. [
with high res images (3.8 MB)] [ with compressed images (176 K)]
- R. F. Murphy, M. Velliste, J. Yao, and G. Porreca (2001). Searching Online Journals for Fluorescence Microscope Images Depicting Protein Subcellular Location Patterns. Proc IEEE Int Symp Bio-Informat Biomed Eng (BIBE 2001) 2; pp. 119-128.
![[PDF Reprint]](pdf.gif)
- M. V. Boland and R. F. Murphy (2001). A Neural Network Classifier Capable of Recognizing the Patterns of all Major Subcellular Structures in Fluorescence Microscope Images of HeLa Cells. Bioinformatics 17:1213-1223.
[Article
at journal web site]
] [Screen
PDF]
[Software]
[Data]
- S.A. Jesch, A.J. Mehta, M. Velliste, R.F. Murphy and A.D. Linstedt (2001). Mitotic Golgi is in a Dynamic Equilibrium Between Clustered and Free Vesicles Independent of the ER. Traffic 2: 873-884.
![[PDF Reprint]](pdf.gif)
- E.J.S. Roques and R.F. Murphy (2002). Objective evaluation of differences in protein subcellular distribution. Traffic 3: 61-65.
![[PDF Reprint]](pdf.gif)
- C.A. Telmer, P.B. Berget, B. Ballou, R.F. Murphy, and J.W. Jarvik (2002) Epitope tagging genomic DNA usng a CD-tagging Tn10 Minitransposon. Biotechniques 32: 422-430.
![[PDF Reprint]](pdf.gif)
- K. Huang, J. Lin, J.A. Gajnak, and R.F. Murphy (2002) Image Content-based Retrieval and Automated Interpretation of Fluorescence Microscope Images via the Protein Subcellular Location Image Database. Proc 2002 IEEE Intl Symp Biomed Imaging (ISBI 2002), pp. 325-328.
![[PDF Reprint]](pdf.gif)
- M. Velliste and R.F. Murphy (2002) Automated Determination of Protein Subcellular Locations from 3D Fluorescence Microscope Images. Proc 2002 IEEE Intl Symp Biomed Imaging (ISBI 2002), pp. 867-870.
![[PDF Reprint]](pdf.gif)
- R.F. Murphy, M. Velliste and G. Porreca (2002)
Robust Classification of Subcellular Location Patterns in
Fluorescence Microscope Images. Proc 2002 IEEE Intl Workshop
Neural Networks Signal Processing (NNSP 12), pp. 67-76.
![[PDF Reprint]](pdf.gif)
- J. H. Price, A. Goodacre, K. Hahn, L. Hodgson,
E. A. Hunter, S. Krajewski, R. F. Murphy, A. Rabinovich,
J. C. Reed, and S. Heynen (2002)
Advances in Molecular Labeling, High Throughput Imaging and Machine
Intelligence Portend Powerful Functional Cellular Biochemistry Tools.
J. Cell. Biochem. Supp. 39: 194-210.
![[PDF Reprint]](pdf.gif)
- X. Chen, M. Velliste, S. Weinstein, J.W. Jarvik and R.F. Murphy (2003)
Location proteomics - Building subcellular location trees from high
resolution 3D fluorescence microscope images of randomly-tagged proteins.
Proc. SPIE 4962: 298-306.
![[PDF Reprint]](pdf.gif)
- K. Huang, M. Velliste, and R. F. Murphy (2003)
Feature reduction for improved recognition of subcellular location patterns in
fluorescence microscope images. Proc. SPIE 4962: 307-318.
![[PDF Reprint]](pdf.gif)
- W. W. Cohen, R. Wang, and R. F. Murphy (2003)
Understanding Captions in Biomedical Publications.
Proceedings of the Ninth ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining (KDD-2003), pp. 499-504.
![[PDF Reprint]](pdf.gif)
- Z. Kou, W. W. Cohen, and R. F. Murphy (2003)
Extracting information from text and images for location proteomics.
Proceedings of the Third ACM SIGKDD Workshop on Data Mining in
Bioinformatics (BIOKDD03) pp. 2-9.
![[PDF Reprint]](pdf.gif)
- R. F. Murphy, M. Velliste, and G. Porreca (2003)
Robust Numerical Features for Description and Classification of Subcellular
Location Patterns in Fluorescence Microscope Images.
J. VLSI Sig. Proc. 35: 311-321.
![[PDF Reprint]](pdf.gif)
- S. Puri, H. Telfer, M. Velliste, R.F. Murphy, and A.D. Linstedt (2004). Dispersal of Golgi matrix proteins during mitotic Golgi disassembly. J. Cell Sci. 117:451-456.
[Article at JCS web site]
![[PDF Reprint]](pdf.gif)
- R. F. Murphy (2004)
Automated Interpretation of Subcellular Location Patterns.
Proc 2004 IEEE Intl Symp Biomed Imaging (ISBI 2004), pp. 53-56.
![[PDF Reprint]](pdf.gif)
- K. Huang and R. F. Murphy (2004)
Automated Classification of Subcellular Patterns in Multicell images without Segmentation into Single Cells.
Proc 2004 IEEE Intl Symp Biomed Imaging (ISBI 2004), pp. 1139-1142.
![[PDF Reprint]](pdf.gif)
- K. Huang and R. F. Murphy (2004)
Boosting accuracy of automated classification of fluorescence microscope
images for location proteomics.
BMC Bioinformatics 5:78.
[Article at journal web site]
![[PDF Reprint]](pdf.gif)
- R. F. Murphy (2004)
Automated Interpretation of Protein Subcellular Location Patterns:
Implications for Early Cancer Detection and Assessment.
Annals of the New York Academy of Science
1020:124-131.
![[PDF Reprint]](pdf.gif)
- A. K. Singh, B.S. Manjunath, and R. F. Murphy (2004)
A Distributed Database for Bio-Molecular Images.
SIGMOD Record 33(2).
![[PDF Reprint]](pdf.gif)
- Y. Hu and R. F. Murphy (2004)
Automated Interpretation of Subcellular Patterns from Immunofluorescence
Microscopy.
J. Immunol. Methods 290:93-105.
![[PDF Reprint]](pdf.gif)
- R. F. Murphy (2004)
Automated Determination of Subcellular Location from Confocal Microscope
Images.
Microsc. Microanal. 10 (Suppl. 2): 1242-1243.
![[PDF Reprint]](pdf.gif)
- K. Huang and R. F. Murphy (2004)
From Quantitative Microscopy to Automated Image Understanding.
J. Biomed. Optics 9: 893-912.
![[PDF Reprint]](pdf.gif)
- X. Chen and R. F. Murphy (2004)
Robust Classification of Subcellular Location Patterns in High Resolution 3D Fluorescence Microscope Images.
Proceedings of the 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 1632-1635.
![[PDF Reprint]](pdf.gif)
- K. Huang and R. F. Murphy (2004)
Data Mining Methods for a Systematics of Protein Subcellular Location.
In: Data Mining in Bioinformatics (J.T.L. Wang, M.J. Zaki, H.T.T. Toivonen,
and D. Shasha, eds.) , Springer-Verlag (London), pp. 143-187.
[Book description at Springer web site]
- R. F. Murphy, Z. Kou, J. Hua, M. Joffe, and W. W. Cohen (2004)
Extracting and Structuring Subcellular Location Information from On-line
Journal Articles: The Subcellular Location Image Finder.
Proceedings of the IASTED International Conference on Knowledge Sharing and Collaborative Engineering (KSCE 2004), pp. 109-114.
![[PDF Reprint]](pdf.gif)
- X. Chen and R. F. Murphy (2004). Location Proteomics: Determing the Optimal Groupings of Proteins according to their Subcellular Location Patterns as determined from Fluorescence Microscope Images. Proceedings of the 38th Asilomar Conference on Signals, Systems and Computers, pp. 50-54.
- M. Brabec, D. Schober, E. Wagner, N. Bayer, R.F. Murphy, D. Blaas, and R. Fuchs (2005). Opening of size selective pores in endosomes during human rhinovirus serotype 2 in vivo uncoating monitored by single organelle flow analysis. J. Virol. 79: 1008-1016.
[Article at J Virol web site]
![[PDF Reprint]](pdf.gif)
- X. Chen and R. F. Murphy (2005). Automated interpretation of protein subcellular location. Biophotonics Intl 12(3):34-35.
- T.E. Merryman Jr., J. Kovacevic, R. F. Murphy, and E. Garcia Osuna
(2005).
Adaptive Multirate Data Acquisition of 3D Cell Images. Proceedings of ICASSP 2005, pp. II-133-136.
![[PDF Reprint]](pdf.gif)
- G. Baravalle, D. Schober, M. Huber, N. Bayer, R.F. Murphy and R. Fuchs
(2005). Transferrin recycling and transport to lysosomes is differentially
affected by bafilomycin, nocodazole and low temperature.
Cell Tissue Res. 320:99-113.
[Article at journal web site]
![[PDF Reprint]](pdf.gif)
- R.F. Murphy (2005). Location Proteomics: A Systems Approach to
Subcellular Location. Biochem. Soc. Trans. 33:535-538.
[Article at journal web site]
![[PDF Reprint]](pdf.gif)
- X. Chen and R. F. Murphy (2005). Objective Clustering of Proteins
Based on Subcellular Location Patterns. J. Biomed. Biotech. 2005(2):87-95.
[Article at journal web site]
![[PDF Reprint]](pdf.gif)
- Z. Kou, W.W. Cohen and R.F. Murphy (2005).
High-recall protein entity recognition using a dictionary.
Bioinformatics 21:i266-i273.
[Article at journal web site]
![[PDF Reprint]](pdf.gif)
- P. Nair, B.E. Schaub, K. Huang, X. Chen, R.F. Murphy, J.M. Griffith,
H.J. Geuze, and J. Rohrer (2005).
Characterization of the TGN Exit Signal of the human Mannose 6-Phosphate
Uncovering Enzyme.
J. Cell Sci. 118:2949-2956.
[Article at journal web site]
![[PDF Reprint]](pdf.gif)
- R.F. Murphy (2005). Location Proteomics: Providing Critical Information for systems Biology. Bioforum Europe, 2005/04.
- R.F. Murphy (2005). Location Proteomics. GIT Imaging & Microscopy, 2005/02.
- T. Zhao, M. Velliste, M.V. Boland, and R.F. Murphy (2005). Object Type Recognition for Automated Analysis of Protein Subcellular Location.
IEEE Trans. Image Proc. 14:1351-1359
![[PDF Reprint]](pdf.gif)
- R.F. Murphy (2005). Cytomics and Location Proteomics: Automated
Interpretation of Subcellular Patterns in Fluorescence Microscope Images.
Cytometry 67A:1-3
![[PDF Reprint]](pdf.gif)
- G. Valet, R.F. Murphy, J.P. Robinson, A. Tarnok and A. Kriete
(2006). Cytomics - from cell states to predictive medicine. In:
Computational Systems Biology (A. Kriete and R. Eils, eds.), pp. 363-381.
- S.-C. Chen and R.F. Murphy (2006). A graphical model approach to
automated classification of protein subcellular location patterns in
multi-cell images.
BMC Bioinformatics 7:90.
[Article at journal web site]
[Software/Data]
- T. Zhao and R.F. Murphy (2006). Automated Interpretation of Subcellular
Location Patterns from Three Dimensional Confocal Microscopy. In: Handbook of
Biological Confocal Microscopy, Third Edition (J.W. Pawley, ed.),
pp. 818-828.
- S.-C. Chen, G. Gordon, and R.F. Murphy (2006). A Novel Approximate Inference Approach to Automated Classification of Protein Subcellular Location Patterns in Multi-Cell Images. Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging (ISBI 2006), pp. 558-561.
[Software/Data]
- T. Zhao, S. Soto, and R.F. Murphy (2006). Improved Comparison of Protein Subcellular Location Patterns. Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging (ISBI 2006), pp. 562-565.
- L. Coulot, H. Kirschner, A. Chebira, J.M.F. Moura, J. Kovacevic, E. Garcia Osuna, and R.F. Murphy (2006). Topology Preserving STACS Segmentation of Protein Subcellular Location Images. Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging (ISBI 2006), pp. 566-569.
![[PDF Reprint]](pdf.gif)
- Y. Hu, J. Carmona, and R.F. Murphy (2006). Application of Temporal Texture Features to Automated Analysis of Protein Subcellular Locations in Time Series Fluorescence Microscope Images. Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging (ISBI 2006), pp. 1028-1031.
![[PDF Reprint]](pdf.gif)
- X. Chen, and R.F. Murphy (2006). Automated Interpretation of Protein Subcellular Location Patterns. International Review of Cytology 249:193-227.
![[PDF Reprint]](pdf.gif)
- X. Chen, M. Velliste, and R.F. Murphy (2006). Automated Interpretation of Subcellular Patterns in Fluorescence Microscope Images for Location Proteomics. Cytometry 69A:631-640.
![[PDF Reprint]](pdf.gif)
- Y.-L. Wang, K.M. Hahn, R.F. Murphy, and A.F. Horwitz (2006). From
imaging to understanding: Frontiers in Live Cell Imaging, Bethesda, MD April
19-21, 2006 [Meeting Review]. J. Cell. Biol. 174:1-4.
![[PDF Reprint]](pdf.gif)
- R.F. Murphy (2006). Putting proteins on the map [News and
Views]. Nature Biotech. 24:1223-1224.
![[PDF Reprint]](pdf.gif)
- S.-C. Chen, T. Zhao, G.J. Gordon and R.F. Murphy (2006).
A Novel Graphical Model Approach to Segmenting Cell Images.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in
Bioinformatics and Computational Biology (CIBCB '06), pp. 1-8.
![[PDF Reprint]](pdf.gif)
- Z. Kou, W. W. Cohen, and R.F. Murphy (2007).
A Stacked Graphical Model for Associating Information from Text and Images in
Figures.
Pacific Symposium on Biocomputing 12:257-268.
[Article at
conference web site]
- E. Glory and R.F. Murphy (2007).
Automated Subcellular Location Determination and High Throughput Microscopy.
Developmental Cell 12:7-16.
[Article at
journal web site]
- X. Chen and R. F. Murphy (2007).
Interpretation of Protein Subcellular Location Patterns in 3D Images Across
Cell Types and Resolutions.
Lectures Notes in Bioinformatics 4414:328-342.
![[PDF Reprint]](pdf.gif)
- R.F. Murphy (2007).
Systematic Description Of Subcellular Location For
Integration With Proteomics Databases And Systems Biology Modeling.
Proceedings
of the 2007 IEEE International Symposium on Biomedical Imaging (ISBI 2007),
pp. 1052-1055.
![[PDF
Reprint]](pdf.gif)
- J. Hua, O.N. Ayasli, W.W. Cohen, and R.F. Murphy (2007).
Identifying
Fluorescence Microscope Images in Online Journal Articles Using Both Image and
Text Features.
Proceedings of the 2007 IEEE International Symposium on
Biomedical Imaging (ISBI 2007), pp. 1224-1227.
![[PDF Reprint]](pdf.gif)
- E. Garcia Osuna, J. Hua, N.W. Bateman, T. Zhao, P.B. Berget and
R.F. Murphy (2007). Large-Scale Automated Analysis of Location Patterns in
Randomly Tagged 3T3 Cells. Annals Biomed. Eng. 35:1081-1087.
- A. Chebira, Y. Barbotin, C. Jackson, T. Merryman, G. Srinivasa,
R.F. Murphy, and J. Kovacevic (2007). A multiresolution approach to automated
classification of protein subcellular location images. BMC Bioinformatics 8:210.
[Article at journal web site]
![[PDF Reprint]](pdf.gif)
- T. Zhao, S.-C. Chen, and R. F. Murphy (2007).
Location Proteomics. In: Introduction to Systems Biology. (S. Choi, ed.),
Humana Press, pp. 196-214.
- S.-C. Chen, T. Zhao, G. J. Gordon, and R. F. Murphy (2007).
Automated Image Analysis of Protein Localization in Budding Yeast.
Bioinformatics 23:i66-i71.
[Article at journal web site]
[Software/Data]
- E. Garcia Osuna and R.F. Murphy (2007). Automated, Systematic
Determination of Protein Subcellular Location using Fluorescence Microscopy.
In: Subcellular Proteomics: From Cell Deconstruction to System Reconstruction
(E. Bertrand and M. Faupel, eds.), Springer, pp. 263-278.
- C. Jackson, R.F. Murphy and J. Kovacevic (2007). Efficient Acquisition and
Learning of Fluorescence Microscopy Data Models. Proceedings of 2007 IEEE
International Conference on Image Processing.
- T. Zhao and R. F. Murphy (2007).
Automated learning of generative models for subcellular location: Building
blocks for systems biology.
Cytometry 71A:978-990.
[Article at journal web site]
[Software/Data]
- Y. Qian and R.F. Murphy (2008).
Improved Recognition of Figures containing
Fluorescence Microscope Images in Online Journal Articles using Graphical
Models. Bioinformatics 24:569-576.
[Article at journal web site]
- G. K. Rohde, A. Ribeiro, K. N. Dahl, and R. F. Murphy
(2008).
Deformation-based nuclear morphometry: capturing nuclear shape
variation in HeLa Cells.
Cytometry 73A:341-350.
[Article at journal web site]
- S.-C. Chen, G. J. Gordon, and R.F. Murphy (2008).
Graphical Models for Structured Classification, with an Application to
Interpreting Images of Protein Subcellular Location Patterns.
J. Machine Learning Res. 9:.651-682.
[Article at journal web site]
- J. Newberg and R. F. Murphy (2008).
A Framework for the Automated Analysis of Subcellular Patterns in
Human Protein Atlas Images.
J. Proteome Res. 7:2300-2308.
[Article at journal web site]
[ASAP PDF
Reprint]
[Software/Data]
- E. Glory, J. Newberg, and R.F. Murphy (2008). Automated Comparison Of
Protein Subcellular Location Patterns Between Images Of Normal And Cancerous
Tissues. Proceedings of the 2008 IEEE International Symposium on Biomedical
Imaging (ISBI 2008), pp. 304-307.
[PDF Reprint]
- R.F. Murphy (2008). Automated Proteome-Wide Determination Of Subcellular
Location Using High Throughput Microscopy. Proceedings of the 2008 IEEE
International Symposium on Biomedical Imaging (ISBI 2008), pp. 308-311.
[PDF Reprint]
- G. K. Rohde, W. Wang, T. Peng, and R.F. Murphy (2008). Deformation-Based
Nonlinear Dimension Reduction: Applications To Nuclear Morphometry. Proceedings
of the 2008 IEEE International Symposium on Biomedical Imaging (ISBI 2008),
pp. 500-503.
[PDF Reprint]
- L. P. Coelho and R.F. Murphy (2008). Identifying Subcellular Locations from
Images of Unknown Resolution. Communications in Computer and Information
Science 13:235-242.
[PDF Reprint]
- W. Hendee, K. Cleary, R. Ehman, G. Fullerton, W. Grundfest, J. Haller,
C. Kelley, A. Meyer, R. F. Murphy, W. Phillips, V. Torchlin
(2008). Bioengineering and Imaging Research Opportunities Workshop V: A White
Paper on Imaging and Characterizing Structure and Function in Native and
Engineered Tissues. Radiology 248:342-347.
[PDF Reprint]
- J. Newberg, J. Hua, and R.F. Murphy (2009). Location Proteomics:
Systematic Determination of Protein Subcellular Location.
Methods in Molecular Biology, Systems Biology, volume 500, I. Maly (ed.), Humana Press, pp. 313-332.
[PDF Reprint]
- J. H. Boysen, S. Fanning, J. Newberg, R. F. Murphy, and A. P. Mitchell (2009). Detection of protein-protein interactions through vesicle
targeting. Genetics 181:33-39.
[PDF Reprint]
- A. Shariff, G. K. Rohde, and R. F. Murphy (2009) Indirect learning of
generative models for microtubule distribution from fluorescence microscope
images.
Proceedings of the
ICML-UAI-COLT 2009 Workshop on Automated Interpretation and Modeling of Cell
Images (Cell-Image Learning 2009).
[PDF Reprint]
- L. P. Coelho and R. F. Murphy (2009) Unsupervised Unmixing of Subcellular
Location Patterns. Proceedings of the
ICML-UAI-COLT 2009 Workshop on Automated Interpretation and Modeling of Cell
Images (Cell-Image Learning 2009).
[PDF Reprint]
- A. Ahmed, A. Arnold, L. P. Coelho, J. Kangas, A.-S. Sheikh, E. Xing,
W. Cohen, and R. F. Murphy (2009) Structured Literature Image
Finder. Proceedings of the Ninth Annual Meeting of the ISMB BioLINK Special
Interest Group, pp. 209-212.
[PDF Reprint]
- L. P. Coelho, A. Shariff, and R. F. Murphy (2009) Nuclei Segmentation In
Microscope Cell Images: A Hand-Segmented Dataset And Comparison Of
Algorithms. Proceedings of the 2009 IEEE International Symposium on Biomedical
Imaging (ISBI 2009), pp. 518-521.
[PDF Reprint]
[Software/Data]
- T. Peng, Wei Wang, G. K. Rohde1, R. F. Murphy (2009) Instance-Based
Generative Biological Shape Modeling. Proceedings of the 2009 IEEE
International Symposium on Biomedical Imaging (ISBI 2009), pp. 690-693.
[PDF Reprint]
- J. Y. Newberg, J. Li, A. Rao, E. Lundberg, F. Ponten, M. Uhlen and
R. F. Murphy (2009) Automated Analysis Of Human Protein Atlas
Immunofluorescence Images. Proceedings of the 2009 IEEE International Symposium
on Biomedical Imaging (ISBI 2009), pp. 1023-1026.
[PDF Reprint]
- A. Ahmed, E. Xing, W. Cohen, and R. F. Murphy (2009) Structured
Correspondence Topic Models for Mining Captioned Figures in Biological
Literature. Proceedings of the Fifteenth ACM SIGKDD International
Conference on Knowledge
Discovery and Data Mining (KDD-2009), pp. 39-47.
[PDF Reprint]
- C. Jackson, R. F. Murphy, and J. Kovacevic (2009) Intelligent
Acquisition and Learning of Fluorescence Microscope Data Models, IEEE Trans
Image Proc., in press.
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