Towards causal federated learning : a federated approach to learning representations using causal invariance

Autor: Francis, Sreya

Federated Learning is an emerging privacy-preserving distributed machine learning approach to building a shared model by performing distributed training locally on participating devices (clients) and aggregating the local models into a global one. As

Externí odkaz: http://hdl.handle.net/1866/26527
https://orcid.org/0000-0001-7980-4260

Spouse Caregivers' Experiences of Suffering in Relation to Care for a Partner With Brain Tumor: A Qualitative Study.

Autor: Francis SR; Author Affiliations: Department of Public Health, Nursing, Health Faculty, Aarhus University, Denmark (Ms Francis and Drs Hall and Delmar); Section of Health Science and Nursing, University of the Faroe Islands, Tórshavn (Dr Hall); and VID, Oslo and Bergen, Norway (Dr Delmar)., Hall EOC, Delmar C

Publikováno v: Cancer nursing [Cancer Nurs] 2022 Mar-Apr 01; Vol. 45 (2), pp. E320-E328.

Ethical dilemmas experienced by spouses of a partner with brain tumour.

Autor: Francis SR; Aarhus University, Denmark., Hall EO; Aarhus University, Denmark; University of the Faroe Islands, Faroe Islands., Delmar C; Aarhus University, Denmark; UiT - The Arctic University of Norway, Norway; VID, Norway.

Publikováno v: Nursing ethics [Nurs Ethics] 2020 Mar; Vol. 27 (2), pp. 587-597. Date of Electronic Publication: 2019 Jul 18.

Lymph Node Ratio in Pancreatic Adenocarcinoma After Preoperative Chemotherapy vs. Preoperative Chemoradiation and Its Utility in Decisions About Postoperative Chemotherapy.

Autor: Swords DS; Division of General Surgery, Department of Surgery, University of Utah, 30 North 1900 East, Salt Lake City, UT, 84132, USA. douglas.swords@hsc.utah.edu., Francis SR; Department of Radiation Oncology, University of Utah, Salt Lake City, UT, USA., Lloyd S; Department of Radiation Oncology, University of Utah, Salt Lake City, UT, USA., Garrido-Laguna I; Division of Medical Oncology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA., Mulvihill SJ; Division of General Surgery, Department of Surgery, University of Utah, 30 North 1900 East, Salt Lake City, UT, 84132, USA., Gruhl JD; Department of Radiation Oncology, University of Utah, Salt Lake City, UT, USA., Christensen MC; Department of Radiation Oncology, University of Utah, Salt Lake City, UT, USA., Stoddard GJ; Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA., Firpo MA; Division of General Surgery, Department of Surgery, University of Utah, 30 North 1900 East, Salt Lake City, UT, 84132, USA., Scaife CL; Division of General Surgery, Department of Surgery, University of Utah, 30 North 1900 East, Salt Lake City, UT, 84132, USA.

Publikováno v: Journal of gastrointestinal surgery : official journal of the Society for Surgery of the Alimentary Tract [J Gastrointest Surg] 2019 Jul; Vol. 23 (7), pp. 1401-1413. Date of Electronic Publication: 2018 Sep 05.

Recurrent early stage endometrial cancer: Patterns of recurrence and results of salvage therapy.

Autor: Francis SR; Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA., Ager BJ; Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA., Do OA; Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA., Huang YJ; Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA., Soisson AP; Department of Obstetrics and Gynecology, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA., Dodson MK; Department of Obstetrics and Gynecology, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA., Werner TL; Department of Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA., Sause WT; Department of Radiation Oncology, Intermountain Medical Group, Intermountain Healthcare, Salt Lake City, UT, USA., Grant JD; Department of Radiation Oncology, Intermountain Medical Group, Intermountain Healthcare, Salt Lake City, UT, USA., Gaffney DK; Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA. Electronic address: david.gaffney@hci.utah.edu.

Publikováno v: Gynecologic oncology [Gynecol Oncol] 2019 Jul; Vol. 154 (1), pp. 38-44. Date of Electronic Publication: 2019 Apr 24.