pyAKI—An open source solution to automated acute kidney injury classification

Porschen, Christian and Ernsting, Jan and Brauckmann, Paul and Weiss, Raphael and Würdemann, Till and Booke, Hendrik and Amini, Wida and Maidowski, Ludwig and Risse, Benjamin and Hahn, Tim and von Groote, Thilo (2025)

In: PloS one, 20(1), e0315325.

Research article (journal)

Unveiling the genetic architecture of testicular volume: a population-based GWAS using machine learning-based mri segmentations

Beeken P; Ernsting J; Ogoniak L; Kockwelp J; Hahn T; Risse B; Busch, A. S. (2025)

In: Hokken-Koelega, Anita; Bertherat, Jérôme (eds.), Joint Congress of the European Society for Paediatric Endocrinology (ESPE) and the European Society of Endocrinology (ESE) 2025: Connecting Endocrinology Across the Life Course. Endocrine Abstracts:110 P993.

Research article in digital collection (conference)

A Systematic Evaluation of Machine Learning--Based Biomarkers for Major Depressive Disorder

Winter NR; Blanke J; Leenings R; Ernsting J; Fisch L; Sarink K; Barkhau C; Emden D; Thiel K; Flinkenflügel K; Winter A; Goltermann J; Meinert S; Dohm K; Repple J; Gruber M; Leehr EJ; Opel N; Grotegerd D; Redlich R; Nitsch R; Bauer J; Heindel W; Gross J; Risse B; Andlauer TFM; Forstner AJ; Nöthen MM; Rietschel M; Hofmann SG; Pfarr JK; Teutenberg L; Usemann P; Thomas-Odenthal F; Wroblewski A; Brosch K; Stein F; Jansen A; Jamalabadi H; Alexander N; Straube B; Nenadic I; Kircher T; Dannlowski U; Hahn T (2024)

In: JAMA Psychiatry, 81(4).

Research article (journal)

A Systematic Evaluation of Machine Learning–Based Biomarkers for Major Depressive Disorder

In: .

GateNet: A novel neural network architecture for automated flow cytometry gating

In: .

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pyAKI—An open source solution to automated acute kidney injury classification Porschen, Christian and Ernsting, Jan and Brauckmann, Paul and Weiss, Raphael and Würdemann, Till and Booke, Hendrik and Amini, Wida and Maidowski, Ludwig and Risse, Benjamin and Hahn, Tim and von Groote, Thilo (2025) In: PloS one, 20(1), e0315325. Research article (journal)
Towards population scale testis volume segmentation in DIXON MRI Ernsting J; Beeken PN; Ogoniak L; Kockwelp J; Roll W; Hahn T; Busch AS; Risse B (2025) In: Computers in Biology and Medicine, 198. Research article (journal)
Unveiling the genetic architecture of testicular volume: a population-based GWAS using machine learning-based mri segmentations Beeken P; Ernsting J; Ogoniak L; Kockwelp J; Hahn T; Risse B; Busch, A. S. (2025) In: Hokken-Koelega, Anita; Bertherat, Jérôme (eds.), Joint Congress of the European Society for Paediatric Endocrinology (ESPE) and the European Society of Endocrinology (ESE) 2025: Connecting Endocrinology Across the Life Course. Endocrine Abstracts:110 P993. Research article in digital collection (conference)
pyAKI - An Open Source Solution to Automated KDIGO classification Porschen C; Ernsting J; Brauckmann P; Weiss R; Würdemann T; Booke H; Amini W; Maidowski L; Risse B; Hahn T; Groote T (2024) In: arXiv:2401.12930. Research article in digital collection
A Systematic Evaluation of Machine Learning--Based Biomarkers for Major Depressive Disorder Winter NR; Blanke J; Leenings R; Ernsting J; Fisch L; Sarink K; Barkhau C; Emden D; Thiel K; Flinkenflügel K; Winter A; Goltermann J; Meinert S; Dohm K; Repple J; Gruber M; Leehr EJ; Opel N; Grotegerd D; Redlich R; Nitsch R; Bauer J; Heindel W; Gross J; Risse B; Andlauer TFM; Forstner AJ; Nöthen MM; Rietschel M; Hofmann SG; Pfarr JK; Teutenberg L; Usemann P; Thomas-Odenthal F; Wroblewski A; Brosch K; Stein F; Jansen A; Jamalabadi H; Alexander N; Straube B; Nenadic I; Kircher T; Dannlowski U; Hahn T (2024) In: JAMA Psychiatry, 81(4). Research article (journal)
White and gray matter alterations in bipolar I and bipolar II disorder subtypes compared with healthy controls - exploring associations with disease course and polygenic risk Thiel, Katharina; Lemke, Hannah; Winter, Alexandra; Flinkenfluegel, Kira; Waltemate, Lena; Bonnekoh, Linda; Grotegerd, Dominik; Dohm, Katharina; Hahn, Tim; Foerster, Katharina; Kanske, Philipp; Repple, Jonathan; Opel, Nils; Redlich, Ronny; David, Friederike; Forstner, Andreas J.; Stein, Frederike; Brosch, Katharina; Thomas-Odenthal, Florian; Usemann, Paula; Teutenberg, Lea; Straube, Benjamin; Alexander, Nina; Jamalabadi, Hamidreza; Jansen, Andreas; Witt, Stephanie H.; Andlauer, Till F. M.; Pfennig, Andrea; Bauer, Michael; Nenadic, Igor; Kircher, Tilo; Meinert, Susanne; Dannlowski, Udo (2024) In: Neuropsychopharmacology, 49(5). Research article (journal)
A Systematic Evaluation of Machine Learning–Based Biomarkers for Major Depressive Disorder In: .
deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks In: .
GateNet: A novel neural network architecture for automated flow cytometry gating In: .
Associations of gestational age with gyrification and neurocognition in healthy adults. In: .