2024
CT-based multimodal deep learning for non-invasive overall survival prediction in advanced hepatocellular carcinoma patients treated with immunotherapy
Xia Y, Zhou J, Xun X, Zhang J, Wei T, Gao R, Reddy B, Liu C, Kim G, Yu Z. CT-based multimodal deep learning for non-invasive overall survival prediction in advanced hepatocellular carcinoma patients treated with immunotherapy. Insights Into Imaging 2024, 15: 214. PMID: 39186192, PMCID: PMC11347550, DOI: 10.1186/s13244-024-01784-8.Peer-Reviewed Original ResearchConvolutional-recurrent neural networkAdvanced hepatocellular carcinomaSpatial-temporal informationHepatocellular carcinomaCT scanOverall survival predictionRECIST criteriaClinical variablesPatients treated with immunotherapyExtract spatial-temporal informationFollow-up CT imagesPrognostic modelAdvanced HCC patientsRisk group stratificationDeep learning-based modelTest setDisease statusMethodsThis retrospective studyLog-rank testMultimodal deep learningMulti-modal inputsSurvival predictionDeep learning modelsAnalysis of CT scansPatient's disease status
2023
Second-Line Therapy Sequencing in Primary Warm Autoimmune Hemolytic Anemia: Splenectomy-Rituximab Versus Rituximab-Splenectomy
Waldron C, Ito S, Wang D, Viswanathan G, Butt A, Goshua G. Second-Line Therapy Sequencing in Primary Warm Autoimmune Hemolytic Anemia: Splenectomy-Rituximab Versus Rituximab-Splenectomy. Blood 2023, 142: 2317. DOI: 10.1182/blood-2023-189957.Peer-Reviewed Original ResearchWarm autoimmune hemolytic anemiaSecond-line therapyAutoimmune hemolytic anemiaAdult patientsHemolytic anemiaSecond-line treatmentFirst-line treatmentPrevention of thrombosisDegree of anemiaLaparoscopic surgical techniquesPatient's disease statusQuality-adjusted life expectancyRate of infectionProbabilistic sensitivity analysesNet monetary benefitRituximab cyclesTherapy sequencingComplete remissionPartial remissionPerioperative mortalityPrimary outcomeTherapeutic sequencingLaparoscopic techniquePreferred treatmentRelapse risk
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