Analysis and control of cellular ensembles: exploiting dimensionality reduction in single-cell data and models
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin
Logos Verlag
[2020]
|
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis Inhaltsverzeichnis |
| Beschreibung: | 127 Seiten Illustrationen, Diagramme 21 cm |
| ISBN: | 9783832552091 383255209X |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV047231500 | ||
| 003 | DE-604 | ||
| 005 | 20210727 | ||
| 007 | t | ||
| 008 | 210409s2020 gw a||| m||| 00||| eng d | ||
| 015 | |a 20,N50 |2 dnb | ||
| 015 | |a 21,A11 |2 dnb | ||
| 015 | |a 21,H04 |2 dnb | ||
| 016 | 7 | |a 1222604515 |2 DE-101 | |
| 020 | |a 9783832552091 |c Broschur : EUR 57.00 (DE), EUR 58.60 (AT) |9 978-3-8325-5209-1 | ||
| 020 | |a 383255209X |9 3-8325-5209-X | ||
| 024 | 3 | |a 9783832552091 | |
| 035 | |a (OCoLC)1242044144 | ||
| 035 | |a (DE-599)DNB1222604515 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 044 | |a gw |c XA-DE-BE | ||
| 049 | |a DE-355 | ||
| 084 | |a WC 5100 |0 (DE-625)148108:13423 |2 rvk | ||
| 084 | |a 570 |2 23sdnb | ||
| 100 | 1 | |a Kuritz, Karsten |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Analysis and control of cellular ensembles |b exploiting dimensionality reduction in single-cell data and models |c Karsten Kuritz |
| 264 | 1 | |a Berlin |b Logos Verlag |c [2020] | |
| 300 | |a 127 Seiten |b Illustrationen, Diagramme |c 21 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 502 | |b Dissertation |c Universität Stuttgart |d 2020 | ||
| 650 | 0 | 7 | |a Einzelzellanalyse |0 (DE-588)7657465-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Zellpopulation |0 (DE-588)4351811-4 |2 gnd |9 rswk-swf |
| 653 | |a Ensemble Control | ||
| 653 | |a Regelungstechnik | ||
| 653 | |a Einzelzellmessung | ||
| 653 | |a Differenzialgleichung | ||
| 653 | |a maschinelles Lernen | ||
| 655 | 7 | |0 (DE-588)4113937-9 |a Hochschulschrift |2 gnd-content | |
| 689 | 0 | 0 | |a Einzelzellanalyse |0 (DE-588)7657465-9 |D s |
| 689 | 0 | 1 | |a Zellpopulation |0 (DE-588)4351811-4 |D s |
| 689 | 0 | |5 DE-604 | |
| 710 | 2 | |a Logos Verlag Berlin |0 (DE-588)1065538812 |4 pbl | |
| 856 | 4 | 2 | |m X:MVB |q text/html |u http://deposit.dnb.de/cgi-bin/dokserv?id=24308409164e4edb9a1ef6f734341c2b&prov=M&dok_var=1&dok_ext=htm |3 Inhaltstext |
| 856 | 4 | 2 | |m B:DE-101 |q application/pdf |u https://d-nb.info/1222604515/04 |3 Inhaltsverzeichnis |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032635957&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-032635957 | ||
Datensatz im Suchindex
| _version_ | 1804182362877067264 |
|---|---|
| adam_text | TABLE
OF
CONTENTS
ABSTRACT
IX
DEUTSCHE
KURZFASSUNG
XI
1
INTRODUCTION
I
1.1
MOTIVATION
AND
FOCUS
..............................................................................................
I
1.2
CONTRIBUTIONS
AND
OUTLINE
......................................................................................
3
PARTI
ANALYSIS
2
RECONSTRUCTING
TEMPORAL
AND
SPATIAL
DYNAMICS
FROM
SINGLE-CELL
PSEUDOTIME
N
2.1
BACKGROUND
AND
PROBLEM
FORMULATION
..................................................................
12
2.2
MAPIT
-
MAP
OF
PSEUDOTIME
INTO
REAL-TIME
......................................................
12
2.3
RECONSTRUCTING
SPHEROIDS
WITH
MAPIT
..................................................................
15
2.4
ANALYSING
CELL
CYCLE
PROGRESSION
WITH
MAPIT
......................................................
22
2.5
SUMMARY
AND
DISCUSSION
.....................................................................................
25
3
CELL
CYCLE
ANALYSIS
WITH
ERGODIC
PRINCIPLES
AND
AGE-STRUCTURED
POPULATION
MODELS
29
3.1
BACKGROUND
AND
PROBLEM
FORMULATION
..................................................................
29
3.2
AGE-STRUCTURED
POPULATION
MODELS
.......................................................................
30
3.3
RELATIONSHIP
BETWEEN
ERGODIC
ANALYSIS
AND
AGE-STRUCTURE
POPULATION
MODELS
.
31
3.4
CELL
CYCLE-DEPENDENT
EXPRESSION
OF CYCLIN
BI
......................................................
37
3.5
SUMMARY
AND
DISCUSSION
.....................................................................................
42
4
CELL
CYCLE
PROGRESSION
INFERENCE
45
4.1
BACKGROUND
AND
PROBLEM
FORMULATION
..................................................................
45
4.2
CELL
CYCLE
PROGRESSION
INFERENCE
WITH
SENSITIVITIES
..............................................
47
4.3
EVALUATION
WITH
IN
SILICO
DATA
................................................................................
51
4.4
ANALYSIS
OF
CELL
CYCLE
PROGRESSION
..........................................................................
53
4.5
SUMMARY
AND
DISCUSSION
.....................................................................................
54
PART
II
CONTROL
5
PASSIVITY-BASED
ENSEMBLE
CONTROL
FOR
CELL
CYCLE
SYNCHRONIZATION
59
5.1
BACKGROUND
AND
PROBLEM
FORMULATION
..................................................................
59
5.2
THEORETICAL
FOUNDATION
...........................................................................................
60
5.3
ENSEMBLE
CONTROL
FOR
CELL
CYCLE
SYNCHRONIZATION
.................................................
62
5.4
COMPUTATIONAL
STUDIES
...........................................................................................
66
5.5
SUMMARY
AND
DISCUSSION
.....................................................................................
71
6
ENSEMBLE
CONTROL
FOR
CELLULAR
OSCILLATORS
73
6.1
BACKGROUND
AND
PROBLEM
FORMULATION
..................................................................
73
6.2
ENSEMBLE
CONTROL
FOR
OSCILLATOR
MOMENTS
.............................................................
76
6.3
COMPUTATIONAL
STUDIES
............................................................................................
80
6.4
SUMMARY
AND
DISCUSSION
......................................................................................
83
7
CONCLUSIONS
85
7.1
SUMMARY
AND
DISCUSSION
......................................................................................
85
7.2
OUTLOOK
......................................................................................................................
88
APPENDICES
91
A
TECHNICAL
BACKGROUND
93
A.I
DYNAMICAL
SYSTEMS
AND
CONTROL
THEORY
...............................................................
93
A.
2
WEAKLY
CONNECTED
OSCILLATORS
.................................................................................
95
A.
3
FOURIER
COEFFICIENTS
AND
CIRCULAR
MOMENTS
............................................................
98
B
EXPERIMENTAL
PROTOCOLS
AND
DATA
PREPROCESSING
101
B.
I
ORDERING
CELLS
IN
PSEUDOTIME
..................................................................................
101
B.2
ESTABLISHMENT
OF
NCI-H460/GEMININ
CELL
LINE
......................................................
103
B.3
LIVE
CELL
MICROSCOPY
.................................................................................................
103
B.4
FLOW
CYTOMETRIC
ANALYSIS
...........................................................................................
104
B.5
CONSTRUCTION
OF
THE
AVERAGE
CELL
CYCLE
TRAJECTORY
...................................................
104
B.6
ESTIMATION
OF
CONSTANT
SPEED
AND
NOISE
FROM
CELL
CYCLE
LENGTHS
............................
105
C
SPHEROID
GROWTH
MODEL
107
D
CELL
CYCLE
MODEL
111
E
TECHNICAL
COMPUTATIONS
AND
PROOFS
113
E.I
SPEED
EQUATION
..........................................................................................................
113
E.2
DERIVATION
OF
ODE
FOR
(P
:
S
I-
X
.............................................................................
114
E.3
CALCULATION
OF
DIVISION
RATE
FROM
CELL
CYCLE
LENGTH
DISTRIBUTION
............................
115
E.4
PROOF
OF
LEMMA
6.1
....................................................................................................
116
BIBLIOGRAPHY
117
PUBLICATIONS
OF
THE
AUTHOR
127
VIII
|
| adam_txt |
TABLE
OF
CONTENTS
ABSTRACT
IX
DEUTSCHE
KURZFASSUNG
XI
1
INTRODUCTION
I
1.1
MOTIVATION
AND
FOCUS
.
I
1.2
CONTRIBUTIONS
AND
OUTLINE
.
3
PARTI
ANALYSIS
2
RECONSTRUCTING
TEMPORAL
AND
SPATIAL
DYNAMICS
FROM
SINGLE-CELL
PSEUDOTIME
N
2.1
BACKGROUND
AND
PROBLEM
FORMULATION
.
12
2.2
MAPIT
-
MAP
OF
PSEUDOTIME
INTO
REAL-TIME
.
12
2.3
RECONSTRUCTING
SPHEROIDS
WITH
MAPIT
.
15
2.4
ANALYSING
CELL
CYCLE
PROGRESSION
WITH
MAPIT
.
22
2.5
SUMMARY
AND
DISCUSSION
.
25
3
CELL
CYCLE
ANALYSIS
WITH
ERGODIC
PRINCIPLES
AND
AGE-STRUCTURED
POPULATION
MODELS
29
3.1
BACKGROUND
AND
PROBLEM
FORMULATION
.
29
3.2
AGE-STRUCTURED
POPULATION
MODELS
.
30
3.3
RELATIONSHIP
BETWEEN
ERGODIC
ANALYSIS
AND
AGE-STRUCTURE
POPULATION
MODELS
.
31
3.4
CELL
CYCLE-DEPENDENT
EXPRESSION
OF CYCLIN
BI
.
37
3.5
SUMMARY
AND
DISCUSSION
.
42
4
CELL
CYCLE
PROGRESSION
INFERENCE
45
4.1
BACKGROUND
AND
PROBLEM
FORMULATION
.
45
4.2
CELL
CYCLE
PROGRESSION
INFERENCE
WITH
SENSITIVITIES
.
47
4.3
EVALUATION
WITH
IN
SILICO
DATA
.
51
4.4
ANALYSIS
OF
CELL
CYCLE
PROGRESSION
.
53
4.5
SUMMARY
AND
DISCUSSION
.
54
PART
II
CONTROL
5
PASSIVITY-BASED
ENSEMBLE
CONTROL
FOR
CELL
CYCLE
SYNCHRONIZATION
59
5.1
BACKGROUND
AND
PROBLEM
FORMULATION
.
59
5.2
THEORETICAL
FOUNDATION
.
60
5.3
ENSEMBLE
CONTROL
FOR
CELL
CYCLE
SYNCHRONIZATION
.
62
5.4
COMPUTATIONAL
STUDIES
.
66
5.5
SUMMARY
AND
DISCUSSION
.
71
6
ENSEMBLE
CONTROL
FOR
CELLULAR
OSCILLATORS
73
6.1
BACKGROUND
AND
PROBLEM
FORMULATION
.
73
6.2
ENSEMBLE
CONTROL
FOR
OSCILLATOR
MOMENTS
.
76
6.3
COMPUTATIONAL
STUDIES
.
80
6.4
SUMMARY
AND
DISCUSSION
.
83
7
CONCLUSIONS
85
7.1
SUMMARY
AND
DISCUSSION
.
85
7.2
OUTLOOK
.
88
APPENDICES
91
A
TECHNICAL
BACKGROUND
93
A.I
DYNAMICAL
SYSTEMS
AND
CONTROL
THEORY
.
93
A.
2
WEAKLY
CONNECTED
OSCILLATORS
.
95
A.
3
FOURIER
COEFFICIENTS
AND
CIRCULAR
MOMENTS
.
98
B
EXPERIMENTAL
PROTOCOLS
AND
DATA
PREPROCESSING
101
B.
I
ORDERING
CELLS
IN
PSEUDOTIME
.
101
B.2
ESTABLISHMENT
OF
NCI-H460/GEMININ
CELL
LINE
.
103
B.3
LIVE
CELL
MICROSCOPY
.
103
B.4
FLOW
CYTOMETRIC
ANALYSIS
.
104
B.5
CONSTRUCTION
OF
THE
AVERAGE
CELL
CYCLE
TRAJECTORY
.
104
B.6
ESTIMATION
OF
CONSTANT
SPEED
AND
NOISE
FROM
CELL
CYCLE
LENGTHS
.
105
C
SPHEROID
GROWTH
MODEL
107
D
CELL
CYCLE
MODEL
111
E
TECHNICAL
COMPUTATIONS
AND
PROOFS
113
E.I
SPEED
EQUATION
.
113
E.2
DERIVATION
OF
ODE
FOR
(P
:
S
I-
X
.
114
E.3
CALCULATION
OF
DIVISION
RATE
FROM
CELL
CYCLE
LENGTH
DISTRIBUTION
.
115
E.4
PROOF
OF
LEMMA
6.1
.
116
BIBLIOGRAPHY
117
PUBLICATIONS
OF
THE
AUTHOR
127
VIII |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Kuritz, Karsten |
| author_facet | Kuritz, Karsten |
| author_role | aut |
| author_sort | Kuritz, Karsten |
| author_variant | k k kk |
| building | Verbundindex |
| bvnumber | BV047231500 |
| classification_rvk | WC 5100 |
| ctrlnum | (OCoLC)1242044144 (DE-599)DNB1222604515 |
| discipline | Biologie |
| discipline_str_mv | Biologie |
| format | Thesis Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02259nam a2200553 c 4500</leader><controlfield tag="001">BV047231500</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20210727 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">210409s2020 gw a||| m||| 00||| eng d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">20,N50</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">21,A11</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">21,H04</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">1222604515</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783832552091</subfield><subfield code="c">Broschur : EUR 57.00 (DE), EUR 58.60 (AT)</subfield><subfield code="9">978-3-8325-5209-1</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">383255209X</subfield><subfield code="9">3-8325-5209-X</subfield></datafield><datafield tag="024" ind1="3" ind2=" "><subfield code="a">9783832552091</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1242044144</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)DNB1222604515</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">gw</subfield><subfield code="c">XA-DE-BE</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-355</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">WC 5100</subfield><subfield code="0">(DE-625)148108:13423</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">570</subfield><subfield code="2">23sdnb</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Kuritz, Karsten</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Analysis and control of cellular ensembles</subfield><subfield code="b">exploiting dimensionality reduction in single-cell data and models</subfield><subfield code="c">Karsten Kuritz</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin</subfield><subfield code="b">Logos Verlag</subfield><subfield code="c">[2020]</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">127 Seiten</subfield><subfield code="b">Illustrationen, Diagramme</subfield><subfield code="c">21 cm</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="502" ind1=" " ind2=" "><subfield code="b">Dissertation</subfield><subfield code="c">Universität Stuttgart</subfield><subfield code="d">2020</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Einzelzellanalyse</subfield><subfield code="0">(DE-588)7657465-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Zellpopulation</subfield><subfield code="0">(DE-588)4351811-4</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Ensemble Control</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Regelungstechnik</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Einzelzellmessung</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Differenzialgleichung</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">maschinelles Lernen</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="0">(DE-588)4113937-9</subfield><subfield code="a">Hochschulschrift</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Einzelzellanalyse</subfield><subfield code="0">(DE-588)7657465-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Zellpopulation</subfield><subfield code="0">(DE-588)4351811-4</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="710" ind1="2" ind2=" "><subfield code="a">Logos Verlag Berlin</subfield><subfield code="0">(DE-588)1065538812</subfield><subfield code="4">pbl</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">X:MVB</subfield><subfield code="q">text/html</subfield><subfield code="u">http://deposit.dnb.de/cgi-bin/dokserv?id=24308409164e4edb9a1ef6f734341c2b&prov=M&dok_var=1&dok_ext=htm</subfield><subfield code="3">Inhaltstext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">B:DE-101</subfield><subfield code="q">application/pdf</subfield><subfield code="u">https://d-nb.info/1222604515/04</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">DNB Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032635957&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-032635957</subfield></datafield></record></collection> |
| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV047231500 |
| illustrated | Illustrated |
| index_date | 2024-07-03T17:00:52Z |
| indexdate | 2024-07-10T09:06:21Z |
| institution | BVB |
| institution_GND | (DE-588)1065538812 |
| isbn | 9783832552091 383255209X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032635957 |
| oclc_num | 1242044144 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR |
| owner_facet | DE-355 DE-BY-UBR |
| physical | 127 Seiten Illustrationen, Diagramme 21 cm |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | Logos Verlag |
| record_format | marc |
| spelling | Kuritz, Karsten Verfasser aut Analysis and control of cellular ensembles exploiting dimensionality reduction in single-cell data and models Karsten Kuritz Berlin Logos Verlag [2020] 127 Seiten Illustrationen, Diagramme 21 cm txt rdacontent n rdamedia nc rdacarrier Dissertation Universität Stuttgart 2020 Einzelzellanalyse (DE-588)7657465-9 gnd rswk-swf Zellpopulation (DE-588)4351811-4 gnd rswk-swf Ensemble Control Regelungstechnik Einzelzellmessung Differenzialgleichung maschinelles Lernen (DE-588)4113937-9 Hochschulschrift gnd-content Einzelzellanalyse (DE-588)7657465-9 s Zellpopulation (DE-588)4351811-4 s DE-604 Logos Verlag Berlin (DE-588)1065538812 pbl X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=24308409164e4edb9a1ef6f734341c2b&prov=M&dok_var=1&dok_ext=htm Inhaltstext B:DE-101 application/pdf https://d-nb.info/1222604515/04 Inhaltsverzeichnis DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032635957&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Kuritz, Karsten Analysis and control of cellular ensembles exploiting dimensionality reduction in single-cell data and models Einzelzellanalyse (DE-588)7657465-9 gnd Zellpopulation (DE-588)4351811-4 gnd |
| subject_GND | (DE-588)7657465-9 (DE-588)4351811-4 (DE-588)4113937-9 |
| title | Analysis and control of cellular ensembles exploiting dimensionality reduction in single-cell data and models |
| title_auth | Analysis and control of cellular ensembles exploiting dimensionality reduction in single-cell data and models |
| title_exact_search | Analysis and control of cellular ensembles exploiting dimensionality reduction in single-cell data and models |
| title_exact_search_txtP | Analysis and control of cellular ensembles exploiting dimensionality reduction in single-cell data and models |
| title_full | Analysis and control of cellular ensembles exploiting dimensionality reduction in single-cell data and models Karsten Kuritz |
| title_fullStr | Analysis and control of cellular ensembles exploiting dimensionality reduction in single-cell data and models Karsten Kuritz |
| title_full_unstemmed | Analysis and control of cellular ensembles exploiting dimensionality reduction in single-cell data and models Karsten Kuritz |
| title_short | Analysis and control of cellular ensembles |
| title_sort | analysis and control of cellular ensembles exploiting dimensionality reduction in single cell data and models |
| title_sub | exploiting dimensionality reduction in single-cell data and models |
| topic | Einzelzellanalyse (DE-588)7657465-9 gnd Zellpopulation (DE-588)4351811-4 gnd |
| topic_facet | Einzelzellanalyse Zellpopulation Hochschulschrift |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=24308409164e4edb9a1ef6f734341c2b&prov=M&dok_var=1&dok_ext=htm https://d-nb.info/1222604515/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032635957&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT kuritzkarsten analysisandcontrolofcellularensemblesexploitingdimensionalityreductioninsinglecelldataandmodels AT logosverlagberlin analysisandcontrolofcellularensemblesexploitingdimensionalityreductioninsinglecelldataandmodels |