Search Results - "Muti HS"

Spatial biomarker discovery via interpretable semantic learning in histopathology.

Authors: Liang J Jiang X Reitsam NG et al.

Source: Cancer cell [Cancer Cell] 2026 Jun 11. Date of Electronic Publication: 2026 Jun 11.

Publication Type: Journal Article

Journal Info: Publisher: Cell Press Country of Publication: United States NLM ID: 101130617 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-3686 (Electronic) Linking ISSN: 15356108 NLM ISO Abbreviation: Cancer Cell Subsets: MEDLINE

Benchmarking foundation models as feature extractors for weakly supervised computational pathology.

Authors: Neidlinger P El Nahhas OSM Muti HS et al.

Source: Nature biomedical engineering [Nat Biomed Eng] 2026 Jun; Vol. 10 (6), pp. 1113-1123. Date of Electronic Publication: 2025 Oct 01.

Publication Type: Journal Article

Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101696896 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2157-846X (Electronic) Linking ISSN: 2157846X NLM ISO Abbreviation: Nat Biomed Eng Subsets: MEDLINE

SCRIPT: Stratified clinical risk prediction from pathology reports using large language models.

Authors: Loeffler CML Reitsam NG Wolf F et al.

Source: Journal of pathology informatics [J Pathol Inform] 2026 May 12; Vol. 22, pp. 100673. Date of Electronic Publication: 2026 May 12 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Inc Country of Publication: United States NLM ID: 101528849 Publication Model: eCollection Cited Medium: Print ISSN: 2229-5089 (Print) NLM ISO Abbreviation: J Pathol Inform Subsets: PubMed not MEDLINE

Deep learning-based H&E-derived risk scores in colorectal cancer: associations with tumour morphology, biology, and predicted drug response.

Authors: Reitsam NG Jiang X Liang J et al.

Source: The Journal of pathology [J Pathol] 2026 May; Vol. 269 (1), pp. 112-124. Date of Electronic Publication: 2026 Feb 20.

Publication Type: Journal Article

Journal Info: Publisher: John Wiley And Sons Country of Publication: England NLM ID: 0204634 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1096-9896 (Electronic) Linking ISSN: 00223417 NLM ISO Abbreviation: J Pathol Subsets: MEDLINE

HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer.

Authors: Loeffler CML Bando H Sainath S et al.

Source: Nature communications [Nat Commun] 2025 Aug 14; Vol. 16 (1), pp. 7561. Date of Electronic Publication: 2025 Aug 14.

Publication Type: Journal Article

Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE

The regulation of artificial intelligence in intensive care units: from narrow tools to generalist systems.

Authors: Freyer O Mathias R Muti HS et al.

Source: NPJ digital medicine [NPJ Digit Med] 2026 Mar 21; Vol. 9 (1). Date of Electronic Publication: 2026 Mar 21.

Publication Type: Journal Article; Review

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE

Collaborative and Cooperative Hospital "In-House" Medical Device Development and Implementation in the AI Age: The European Responsible AI Development (EURAID) Framework Compatible With European Values.

Authors: Schönfelder A Eberlein-Gonska M Hülsken-Giesler M et al.

Source: Journal of medical Internet research [J Med Internet Res] 2026 Jan 29; Vol. 28, pp. e80754. Date of Electronic Publication: 2026 Jan 29.

Publication Type: Journal Article

Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE

Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types.

Authors: Loeffler CML El Nahhas OSM Muti HS et al.

Source: BMC biology [BMC Biol] 2024 Oct 08; Vol. 22 (1), pp. 225. Date of Electronic Publication: 2024 Oct 08.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101190720 Publication Model: Electronic Cited Medium: Internet ISSN: 1741-7007 (Electronic) Linking ISSN: 17417007 NLM ISO Abbreviation: BMC Biol Subsets: MEDLINE

Vision-language models for automated video analysis and documentation in laparoscopic surgery: a proof-of-concept study.

Authors: Stueker EH Kolbinger FR Saldanha OL et al.

Source: International journal of surgery (London, England) [Int J Surg] 2025 Nov 01; Vol. 111 (11), pp. 7777-7786. Date of Electronic Publication: 2025 Jul 17.

Publication Type: Journal Article; Observational Study; Comparative Study

Journal Info: Publisher: Wolters Kluwer Health, Inc Country of Publication: United States NLM ID: 101228232 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1743-9159 (Electronic) Linking ISSN: 17439159 NLM ISO Abbreviation: Int J Surg Subsets: MEDLINE

Author Correction: Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.

Authors: El Nahhas OSM Loeffler CML Carrero ZI et al.

Source: Nature communications [Nat Commun] 2024 Feb 29; Vol. 15 (1), pp. 1868. Date of Electronic Publication: 2024 Feb 29.

Publication Type: Published Erratum

Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE; PubMed not MEDLINE

Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.

Authors: El Nahhas OSM Loeffler CML Carrero ZI et al.

Source: Nature communications [Nat Commun] 2024 Feb 10; Vol. 15 (1), pp. 1253. Date of Electronic Publication: 2024 Feb 10.

Publication Type: Journal Article; Research Support, N.I.H., Extramural

Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE

Direct image to subtype prediction for brain tumors using deep learning.

Authors: Hewitt KJ Löffler CML Muti HS et al.

Source: Neuro-oncology advances [Neurooncol Adv] 2023 Nov 01; Vol. 5 (1), pp. vdad139. Date of Electronic Publication: 2023 Nov 01 (Print Publication: 2023).

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101755003 Publication Model: eCollection Cited Medium: Internet ISSN: 2632-2498 (Electronic) Linking ISSN: 26322498 NLM ISO Abbreviation: Neurooncol Adv Subsets: PubMed not MEDLINE

Bridging communication gaps: the role of voice-enabled AI in medicine.

Authors: Loeffler CML Muti HS Kather JN et al.

Source: ESMO real world data and digital oncology [ESMO Real World Data Digit Oncol] 2025 Apr 29; Vol. 8, pp. 100138. Date of Electronic Publication: 2025 Apr 29 (Print Publication: 2025).

Publication Type: Journal Article; Review

Journal Info: Publisher: Elsevier Ltd Country of Publication: England NLM ID: 9919053637506676 Publication Model: eCollection Cited Medium: Internet ISSN: 2949-8201 (Electronic) Linking ISSN: 29498201 NLM ISO Abbreviation: ESMO Real World Data Digit Oncol Subsets: PubMed not MEDLINE

Benchmarking Vision Capabilities of Large Language Models in Surgical Examination Questions.

Authors: Bereuter JP Geissler ME Klimova A et al.

Source: Journal of surgical education [J Surg Educ] 2025 Apr; Vol. 82 (4), pp. 103442. Date of Electronic Publication: 2025 Feb 09.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't; Research Support, N.I.H., Extramural

Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 101303204 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-7452 (Electronic) Linking ISSN: 18787452 NLM ISO Abbreviation: J Surg Educ Subsets: MEDLINE

Deep learning-based subtyping of gastric cancer histology predicts clinical outcome: a multi-institutional retrospective study.

Authors: Veldhuizen GP Röcken C Behrens HM et al.

Source: Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association [Gastric Cancer] 2023 Sep; Vol. 26 (5), pp. 708-720. Date of Electronic Publication: 2023 Jun 03.

Publication Type: Multicenter Study; Journal Article

Journal Info: Publisher: Springer-Verlag Tokyo Country of Publication: Japan NLM ID: 100886238 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1436-3305 (Electronic) Linking ISSN: 14363291 NLM ISO Abbreviation: Gastric Cancer Subsets: MEDLINE

Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning.

Authors: Saldanha OL Muti HS Grabsch HI et al.

Source: Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association [Gastric Cancer] 2023 Mar; Vol. 26 (2), pp. 264-274. Date of Electronic Publication: 2022 Oct 20.

Publication Type: Journal Article

Journal Info: Publisher: Springer-Verlag Tokyo Country of Publication: Japan NLM ID: 100886238 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1436-3305 (Electronic) Linking ISSN: 14363291 NLM ISO Abbreviation: Gastric Cancer Subsets: MEDLINE

Classical mathematical models for prediction of response to chemotherapy and immunotherapy.

Authors: Ghaffari Laleh N Loeffler CML Grajek J et al.

Source: PLoS computational biology [PLoS Comput Biol] 2022 Feb 04; Vol. 18 (2), pp. e1009822. Date of Electronic Publication: 2022 Feb 04 (Print Publication: 2022).

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE

Converging deep learning and human-observed tumor-adipocyte interaction as a biomarker in colorectal cancer.

Authors: Reitsam NG Grosser B Steiner DF et al.

Source: Communications medicine [Commun Med (Lond)] 2024 Aug 15; Vol. 4 (1), pp. 163. Date of Electronic Publication: 2024 Aug 15.

Publication Type: Journal Article

Journal Info: Publisher: Nature Portfolio Country of Publication: England NLM ID: 9918250414506676 Publication Model: Electronic Cited Medium: Internet ISSN: 2730-664X (Electronic) Linking ISSN: 2730664X NLM ISO Abbreviation: Commun Med (Lond) Subsets: PubMed not MEDLINE

Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance.

Authors: Niehues JM Müller-Franzes G Schirris Y et al.

Source: Computers in biology and medicine [Comput Biol Med] 2024 Jun; Vol. 175, pp. 108410. Date of Electronic Publication: 2024 Apr 04.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

Novel biomarker SARIFA in colorectal cancer: highly prognostic, not genetically driven and histologic indicator of a distinct tumor biology.

Authors: Reitsam NG Grozdanov V Löffler CML et al.

Source: Cancer gene therapy [Cancer Gene Ther] 2024 Feb; Vol. 31 (2), pp. 207-216. Date of Electronic Publication: 2023 Nov 22.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 9432230 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-5500 (Electronic) Linking ISSN: 09291903 NLM ISO Abbreviation: Cancer Gene Ther Subsets: MEDLINE