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featured publications

  • Approximating facial expression effects on diagnostic accuracy via generative AI in medical genetics.

    Bioinformatics (Oxford, England)

    Authors: Tanviben Patel, Amna A Othman, Ömer Sümer, Fabio Hellman, Peter Krawitz, Elisabeth André, Molly E Ripper, Chris Fortney, Susan Persky, Ping Hu, Cedrik Tekendo-Ngongang, Suzanna Ledgister Hanchard, Kendall A Flaharty, Rebekah L Waikel, Dat Duong, Benjamin D Solomon

  • GestaltMatcher Database - A global reference for facial phenotypic variability in rare human diseases.

    Research square

    Authors: Hellen Lesmann, Alexander Hustinx, Shahida Moosa, Hannah Klinkhammer, Elaine Marchi, Pilar Caro, Ibrahim M Abdelrazek, Jean Tori Pantel, Merle Ten Hagen, Meow-Keong Thong, Rifhan Azwani Binti Mazlan, Sok Kun Tae, Tom Kamphans, Wolfgang Meiswinkel, Jing-Mei Li, Behnam Javanmardi, Alexej Knaus, Annette Uwineza, Cordula Knopp, Tinatin Tkemaladze, Miriam Elbracht, Larissa Mattern, Rami Abou Jamra, Clara Velmans, Vincent Strehlow, Maureen Jacob, Angela Peron, Cristina Dias, Beatriz Carvalho Nunes, Thainá Vilella, Isabel Furquim Pinheiro, Chong Ae Kim, Maria Isabel Melaragno, Hannah Weiland, Sophia Kaptain, Karolina Chwiałkowska, Miroslaw Kwasniewski, Ramy Saad, Sarah Wiethoff, Himanshu Goel, Clara Tang, Anna Hau, Tahsin Stefan Barakat, Przemysław Panek, Amira Nabil, Julia Suh, Frederik Braun, Israel Gomy, Luisa Averdunk, Ekanem Ekure, Gaber Bergant, Borut Peterlin, Claudio Graziano, Nagwa Gaboon, Moisés Fiesco-Roa, Alessandro Mauro Spinelli, Nina-Maria Wilpert, Prasit Phowthongkum, Nergis Güzel, Tobias B Haack, Rana Bitar, Andreas Tzschach, Agusti Rodriguez-Palmero, Theresa Brunet, Sabine Rudnik-Schöneborn, Silvina Noemi Contreras-Capetillo, Ava Oberlack, Carole Samango-Sprouse, Teresa Sadeghin, Margaret Olaya, Konrad Platzer, Artem Borovikov, Franziska Schnabel, Lara Heuft, Vera Herrmann, Renske Oegema, Nour Elkhateeb, Sheetal Kumar, Katalin Komlosi, Khoushoua Mohamed, Silvia Kalantari, Fabio Sirchia, Antonio F Martinez-Monseny, Matthias Höller, Louiza Toutouna, Amal Mohamed, Amaia Lasa-Aranzasti, John A Sayer, Nadja Ehmke, Magdalena Danyel, Henrike Sczakiel, Sarina Schwartzmann, Felix Boschann, Max Zhao, Ronja Adam, Lara Einicke, Denise Horn, Kee Seang Chew, Choy Chen Kam, Miray Karakoyun, Ben Pode-Shakked, Aviva Eliyahu, Rachel Rock, Teresa Carrion, Odelia Chorin, Yuri A Zarate, Marcelo Martinez Conti, Mert Karakaya, Moon Ley Tung, Bharatendu Chandra, Arjan Bouman, Aime Lumaka, Naveed Wasif, Marwan Shinawi, Patrick R Blackburn, Tianyun Wang, Tim Niehues, Axel Schmidt, Regina Rita Roth, Dagmar Wieczorek, Ping Hu, Rebekah L Waikel, Suzanna E Ledgister Hanchard, Gehad Elmakkawy, Sylvia Safwat, Frédéric Ebstein, Elke Krüger, Sébastien Küry, Stéphane Bézieau, Annabelle Arlt, Eric Olinger, Felix Marbach, Dong Li, Lucie Dupuis, Roberto Mendoza-Londono, Sofia Douzgou Houge, Denisa Weis, Brian Hon-Yin Chung, Christopher C Y Mak, Hülya Kayserili, Nursel Elcioglu, Ayca Aykut, Peli Özlem Şimşek-Kiper, Nina Bögershausen, Bernd Wollnik, Heidi Beate Bentzen, Ingo Kurth, Christian Netzer, Aleksandra Jezela-Stanek, Koen Devriendt, Karen W Gripp, Martin Mücke, Alain Verloes, Christian P Schaaf, Christoffer Nellåker, Benjamin D Solomon, Markus M Nöthen, Ebtesam Abdalla, Gholson J Lyon, Peter M Krawitz, Tzung-Chien Hsieh

  • Next-generation phenotyping in Nigerian children with Cornelia de Lange syndrome.

    American journal of medical genetics. Part A

    Authors: Annabelle Arlt, Alexej Knaus, Tzung-Chien Hsieh, Hannah Klinkhammer, Meghna Ahuja Bhasin, Alexander Hustinx, Shahida Moosa, Peter Krawitz, Ekanem Ekure

  • Impact of Synbiotic Intake on Liver Metabolism in Metabolically Healthy Participants and Its Potential Preventive Effect on Metabolic-Dysfunction-Associated Fatty Liver Disease (MAFLD): A Randomized, Placebo-Controlled, Double-Blinded Clinical Trial.

    Nutrients

    Authors: Aakash Mantri, Anika Köhlmoos, Daniela Stephanie Schelski, Waldemar Seel, Birgit Stoffel-Wagner, Peter Krawitz, Peter Stehle, Jens Juul Holst, Bernd Weber, Leonie Koban, Hilke Plassmann, Marie-Christine Simon

  • GestaltMML: Enhancing Rare Genetic Disease Diagnosis through Multimodal Machine Learning Combining Facial Images and Clinical Texts.

    ArXiv

    Authors: Da Wu, Jingye Yang, Cong Liu, Tzung-Chien Hsieh, Elaine Marchi, Justin Blair, Peter Krawitz, Chunhua Weng, Wendy Chung, Gholson J Lyon, Ian D Krantz, Jennifer M Kalish, Kai Wang

  • Enhancing Variant Prioritization in VarFish through On-Premise Computational Facial Analysis.

    Genes

    Authors: Meghna Ahuja Bhasin, Alexej Knaus, Pietro Incardona, Alexander Schmid, Manuel Holtgrewe, Miriam Elbracht, Peter M Krawitz, Tzung-Chien Hsieh

  • Comparison of clinical geneticist and computer visual attention in assessing genetic conditions.

    PLoS genetics

    Authors: Dat Duong, Anna Rose Johny, Suzanna Ledgister Hanchard, Christopher Fortney, Kendall Flaharty, Fabio Hellmann, Ping Hu, Behnam Javanmardi, Shahida Moosa, Tanviben Patel, Susan Persky, Ömer Sümer, Cedrik Tekendo-Ngongang, Hellen Lesmann, Tzung-Chien Hsieh, Rebekah L Waikel, Elisabeth André, Peter Krawitz, Benjamin D Solomon

  • ZSCAN10 deficiency causes a neurodevelopmental disorder with characteristic oto-facial malformations.

    Brain : a journal of neurology

    Authors: Lucia Laugwitz, Fubo Cheng, Stephan C Collins, Alexander Hustinx, Nicolas Navarro, Simon Welsch, Helen Cox, Tzung-Chien Hsieh, Aswinkumar Vijayananth, Rebecca Buchert, Benjamin Bender, Stephanie Efthymiou, David Murphy, Faisal Zafar, Nuzhat Rana, Ute Grasshoff, Ruth J Falb, Mona Grimmel, Annette Seibt, Wenxu Zheng, Hamid Ghaedi, Marie Thirion, Sébastien Couette, Reza Azizimalamiri, Saeid Sadeghian, Hamid Galehdari, Mina Zamani, Jawaher Zeighami, Alireza Sedaghat, Samira Molaei Ramshe, Ali Zare, Behnam Alipoor, Dirk Klee, Marc Sturm, Stephan Ossowski, Henry Houlden, Olaf Riess, Dagmar Wieczorek, Ryan Gavin, Reza Maroofian, Peter Krawitz, Binnaz Yalcin, Felix Distelmaier, Tobias B Haack

  • Extending DeepTrio for sensitive detection of complex mutation patterns.

    NAR genomics and bioinformatics

    Authors: Fabian Brand, Jannis Guski, Peter Krawitz

  • Role of CAMK2D in neurodevelopment and associated conditions.

    American journal of human genetics

    Authors: Pomme M F Rigter, Charlotte de Konink, Matthew J Dunn, Martina Proietti Onori, Jennifer B Humberson, Matthew Thomas, Caitlin Barnes, Carlos E Prada, K Nicole Weaver, Thomas D Ryan, Oana Caluseriu, Jennifer Conway, Emily Calamaro, Chin-To Fong, Wim Wuyts, Marije Meuwissen, Eva Hordijk, Carsten N Jonkers, Lucas Anderson, Berfin Yuseinova, Sarah Polonia, Diane Beysen, Zornitza Stark, Elena Savva, Cathryn Poulton, Fiona McKenzie, Elizabeth Bhoj, Caleb P Bupp, Stéphane Bézieau, Sandra Mercier, Amy Blevins, Ingrid M Wentzensen, Fan Xia, Jill A Rosenfeld, Tzung-Chien Hsieh, Peter M Krawitz, Miriam Elbracht, Danielle C M Veenma, Howard Schulman, Margaret M Stratton, Sébastien Küry, Geeske M van Woerden