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Designing deep learning studies in cancer diagnostics

Nature reviews. Cancer, 2021-03, Vol.21 (3), p.199-211

2021

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Deep learning for prediction of colorectal cancer outcome: a discovery and validation study

The Lancet (British edition), 2020-02, Vol.395 (10221), p.350-360

2020

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ALIX and ESCRT-I/II function as parallel ESCRT-III recruiters in cytokinetic abscission

The Journal of cell biology, 2016-02, Vol.212 (5), p.499-513

2016

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When should we (not) use the mean magnitude of relative error (MMRE) as an error measure in software development effort estimation?

Information and software technology, 2022-03, Vol.143, p.106784, Article 106784

2022

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Copynumber: Efficient algorithms for single- and multi-track copy number segmentation

BMC genomics, 2012-11, Vol.13 (1), p.591-591, Article 591

2012

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A phosphatidylinositol 3-kinase class III sub-complex containing VPS15, VPS34, Beclin 1, UVRAG and BIF-1 regulates cytokinesis and degradative endocytic traffic

Experimental cell research, 2010-12, Vol.316 (20), p.3368-3378

2010

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Blood pressure variability and risk of cardiovascular events and death in patients with hypertension and different baseline risks

European heart journal, 2018-06, Vol.39 (24), p.2243-2251

2018

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Achievements in Congenital Heart Defect Surgery: A Prospective, 40-Year Study of 7038 Patients

Circulation (New York, N.Y.), 2015-01, Vol.131 (4), p.337-346

2015

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Centralspindlin Recruits ALIX to the Midbody during Cytokinetic Abscission in Drosophila via a Mechanism Analogous to Virus Budding

Current biology, 2019-10, Vol.29 (20), p.3538-3548.e7

2019

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Membrane remodeling by the PX-BAR protein SNX18 promotes autophagosome formation

The Journal of cell biology, 2013-07, Vol.202 (2), p.331-349

2013

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Change in Cardiorespiratory Fitness and Risk of Stroke and Death: Long-Term Follow-Up of Healthy Middle-Aged Men

Stroke (1970), 2019-01, Vol.50 (1), p.155-161

2019

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Change in Body Weight and Long-Term Risk of Stroke and Death in Healthy Men

Stroke (1970), 2020-05, Vol.51 (5), p.1435-1441

2020

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ColoGuidePro: A Prognostic 7-Gene Expression Signature for Stage III Colorectal Cancer Patients

Clinical cancer research, 2012-11, Vol.18 (21), p.6001-6010

2012

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PtdIns(3)P controls cytokinesis through KIF13A-mediated recruitment of FYVE-CENT to the midbody

Nature cell biology, 2010-04, Vol.12 (4), p.362-371

2010

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Prognostic value of mitotic checkpoint protein BUB3, cyclin B1, and pituitary tumor-transforming 1 expression in prostate cancer

Modern pathology, 2020-05, Vol.33 (5), p.905-915

2020

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The Geriatric Prognostic Index: a clinical prediction model for survival of older diffuse large B-cell lymphoma patients treated with standard immunochemotherapy

Haematologica (Roma), 2023-09

2023

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Upper Normal Blood Pressures Predict Incident Atrial Fibrillation in Healthy Middle-Aged Men: A 35-Year Follow-Up Study

Hypertension (Dallas, Tex. 1979), 2012-02, Vol.59 (2), p.198-204

2012

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Blood Pressure–Lowering Profiles and Clinical Effects of Angiotensin Receptor Blockers Versus Calcium Channel Blockers

Hypertension (Dallas, Tex. 1979), 2020-06, Vol.75 (6), p.1584-1592

2020

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A clinical decision support system optimising adjuvant chemotherapy for colorectal cancers by integrating deep learning and pathological staging markers: a development and validation study

The lancet oncology, 2022-09, Vol.23 (9), p.1221-1232

2022

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Survival meta-analyses for >1800 malignant peripheral nerve sheath tumor patients with and without neurofibromatosis type 1

Neuro-oncology (Charlottesville, Va.), 2013-02, Vol.15 (2), p.135-147

2013

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ANCHR mediates Aurora-B-dependent abscission checkpoint control through retention of VPS4

Nature cell biology, 2014-06, Vol.16 (6), p.550-557

2014

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Fecal carriage of extended spectrum β-lactamase producing Escherichia coli and Klebsiella pneumoniae after urinary tract infection - A three year prospective cohort study

PloS one, 2017, Vol.12 (3), p.e0173510-e0173510

2017

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Distinct patterns of B-cell receptor signaling in non-Hodgkin lymphomas identified by single-cell profiling

Blood, 2017-02, Vol.129 (6), p.759-770

2017

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Middle-Aged and Older Patients With Left Ventricular Hypertrophy: Higher Mortality With Drug Treated Systolic Blood Pressure Below 130 mm Hg

Hypertension (Dallas, Tex. 1979), 2023-08, Vol.80 (8), p.1739-1748

2023

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Exercise Systolic Blood Pressure at Moderate Workload Is Linearly Associated With Coronary Disease Risk in Healthy Men

Hypertension (Dallas, Tex. 1979), 2020-01, Vol.75 (1), p.44-50

2020

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Designing deep learning studies in cancer diagnostics

Deep learning for prediction of colorectal cancer outcome: a discovery and validation study

ALIX and ESCRT-I/II function as parallel ESCRT-III recruiters in cytokinetic abscission

When should we (not) use the mean magnitude of relative error (MMRE) as an error measure in software development effort estimation?

Copynumber: Efficient algorithms for single- and multi-track copy number segmentation

A phosphatidylinositol 3-kinase class III sub-complex containing VPS15, VPS34, Beclin 1, UVRAG and BIF-1 regulates cytokinesis and degradative endocytic traffic

Blood pressure variability and risk of cardiovascular events and death in patients with hypertension and different baseline risks

Achievements in Congenital Heart Defect Surgery: A Prospective, 40-Year Study of 7038 Patients

Centralspindlin Recruits ALIX to the Midbody during Cytokinetic Abscission in Drosophila via a Mechanism Analogous to Virus Budding

Membrane remodeling by the PX-BAR protein SNX18 promotes autophagosome formation

Change in Cardiorespiratory Fitness and Risk of Stroke and Death: Long-Term Follow-Up of Healthy Middle-Aged Men

Change in Body Weight and Long-Term Risk of Stroke and Death in Healthy Men

ColoGuidePro: A Prognostic 7-Gene Expression Signature for Stage III Colorectal Cancer Patients

PtdIns(3)P controls cytokinesis through KIF13A-mediated recruitment of FYVE-CENT to the midbody

Prognostic value of mitotic checkpoint protein BUB3, cyclin B1, and pituitary tumor-transforming 1 expression in prostate cancer

The Geriatric Prognostic Index: a clinical prediction model for survival of older diffuse large B-cell lymphoma patients treated with standard immunochemotherapy

Upper Normal Blood Pressures Predict Incident Atrial Fibrillation in Healthy Middle-Aged Men: A 35-Year Follow-Up Study

Blood Pressure–Lowering Profiles and Clinical Effects of Angiotensin Receptor Blockers Versus Calcium Channel Blockers

A clinical decision support system optimising adjuvant chemotherapy for colorectal cancers by integrating deep learning and pathological staging markers: a development and validation study

Survival meta-analyses for >1800 malignant peripheral nerve sheath tumor patients with and without neurofibromatosis type 1

ANCHR mediates Aurora-B-dependent abscission checkpoint control through retention of VPS4

Fecal carriage of extended spectrum β-lactamase producing Escherichia coli and Klebsiella pneumoniae after urinary tract infection - A three year prospective cohort study

Distinct patterns of B-cell receptor signaling in non-Hodgkin lymphomas identified by single-cell profiling

Middle-Aged and Older Patients With Left Ventricular Hypertrophy: Higher Mortality With Drug Treated Systolic Blood Pressure Below 130 mm Hg

Exercise Systolic Blood Pressure at Moderate Workload Is Linearly Associated With Coronary Disease Risk in Healthy Men

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